diff --git a/.github/actions/publish-winpython/action.yml b/.github/actions/publish-winpython/action.yml
index 2c3a2f6b..5f859616 100644
--- a/.github/actions/publish-winpython/action.yml
+++ b/.github/actions/publish-winpython/action.yml
@@ -13,6 +13,10 @@ inputs:
     required: true
   winpy_ver2:
     required: true
+  release_level:
+    required: false
+    default: ""
+    description: 'b1, rc2, ... appended to winpy_ver2 in the changelog name'
   dotwheelhouse:
     required: true
   winpy_requirements_whl:
@@ -51,8 +55,11 @@ runs:
         $env:PYTHONIOENCODING="utf-8"
         $pythonExe = Join-Path "${{ inputs.build_location }}" "python\python.exe"
 
-        # Markdown Metadata
-        $destfile_md = "publish_output\WinPython${{ inputs.winpy_flavor }}-${{ inputs.winpy_arch }}bit-${{ inputs.winpy_ver2 }}.md" 
+        # Markdown Metadata. The release level is part of the name: a b1 and the
+        # final it becomes share a winpy_ver2, so without it the beta's package
+        # list occupies the final's file. 3.15.0.5b1 is a PEP 440 version, and
+        # sorts where find_previous_version needs it to.
+        $destfile_md = "publish_output\WinPython${{ inputs.winpy_flavor }}-${{ inputs.winpy_arch }}bit-${{ inputs.winpy_ver2 }}${{ inputs.release_level }}.md"
         & $pythonExe -m wppm -md | Out-File -FilePath $destfile_md -Encoding utf8
         gc $destfile_md
 
diff --git a/.github/scripts/changelog_files.py b/.github/scripts/changelog_files.py
new file mode 100644
index 00000000..0b32daa1
--- /dev/null
+++ b/.github/scripts/changelog_files.py
@@ -0,0 +1,88 @@
+"""File a cycle's build output into changelogs/.
+
+    python .github/scripts/changelog_files.py <downloaded metadata> changelogs
+
+A build leg produces four metadata files. Three of them belong in changelogs/
+and are copied there as they are: the package index
+(WinPython<flavor>-64bit-<version>.md), the lock file and the requirements.
+The fourth, hashes_<winpyver>.md, describes the binaries of one build rather
+than the release, and stays out.
+
+No _History.md companion is written. A history compares a release against the
+one immediately before it, and that chain carries no meaning: flavors are not
+stable across cycles -- one may appear while another goes away -- and people
+upgrade about once a year rather than every cycle, so a diff against the
+predecessor answers a question almost nobody asks. What is useful is comparing
+two package indexes of the reader's own choosing, which `wppm -diff` does
+against any two of the files this script files.
+
+"""
+import re
+import shutil
+import sys
+from pathlib import Path
+
+# Running a script puts the script's own directory on sys.path, not the
+# checkout root, so wppm has to be found deliberately: this file is
+# .github/scripts/changelog_files.py, hence two levels up. Without it the
+# import finds whatever wppm happens to be installed, or -- as on a CI runner,
+# which installs none -- nothing at all.
+sys.path.insert(0, str(Path(__file__).resolve().parents[2]))
+
+from wppm.diff import version  # noqa: E402  packaging, or pip's vendored copy
+
+# WinPythonslim-64bit-3.15.0.5b1.md -- the flavor may be empty, and the version
+# may carry a release level, which is why the parser decides and not the regex
+CHANGELOG = re.compile(r"^WinPython(?P<flavor>[A-Za-z0-9]*)-(?P<arch>\d+)bit-(?P<version>.+)\.md$")
+
+
+def parse_changelog_name(name: str):
+    """(flavor, architecture, version) for a package index, else None."""
+    match = CHANGELOG.match(name)
+    if not match:
+        return None
+    try:
+        version.parse(match.group("version"))
+    except version.InvalidVersion:
+        return None  # anything whose tail is not a version is not an index
+    return match.group("flavor"), int(match.group("arch")), match.group("version")
+
+
+def files_to_file(source: Path):
+    """The build output that belongs in changelogs/.
+
+    The package index, the lock file and the requirements -- and so not
+    hashes_<winpyver>.md, which describes one build's binaries rather than the
+    release. It is excluded by being neither: it is not named for a version,
+    and it is not a pylock or a requir.
+    """
+    for path in sorted(source.iterdir()):
+        if not path.is_file():
+            continue
+        if parse_changelog_name(path.name) or path.name.startswith(("pylock.", "requir.")):
+            yield path
+
+
+def main(argv: list[str]) -> None:
+    if len(argv) != 3:
+        raise SystemExit(f"usage: {Path(argv[0]).name} <metadata dir> <changelogs dir>")
+    source, changelogs = Path(argv[1]), Path(argv[2])
+    if not source.is_dir():
+        raise SystemExit(f"no such directory: {source}")
+    if not changelogs.is_dir():
+        raise SystemExit(f"no such directory: {changelogs}")
+
+    filed = []
+    for path in files_to_file(source):
+        shutil.copyfile(path, changelogs / path.name)
+        filed.append(path.name)
+    if not filed:
+        raise SystemExit(f"{source} held no changelog, lock file or requirements")
+    for name in filed:
+        print(f"filed {name}")
+    indexes = sum(1 for name in filed if parse_changelog_name(name))
+    print(f"\n{len(filed)} file(s) filed, {indexes} package index(es)")
+
+
+if __name__ == "__main__":
+    main(sys.argv)
diff --git a/.github/scripts/cycle_config.py b/.github/scripts/cycle_config.py
index 72c98730..110f68ec 100644
--- a/.github/scripts/cycle_config.py
+++ b/.github/scripts/cycle_config.py
@@ -1,55 +1,206 @@
 """Read a cycle TOML and emit its build configuration as GITHUB_OUTPUT lines.
 
-    python .github/scripts/cycle_config.py cycles/2026_03.toml 3.14
+    python .github/scripts/cycle_config.py cycles/2026_04.toml all
+    python .github/scripts/cycle_config.py cycles/2026_04.toml 3.14
 
 Writes to $GITHUB_OUTPUT when set, otherwise stdout, so it can be run locally
 to see exactly what a workflow run would get. tomllib is stdlib from 3.11, and
 GitHub runners are newer than that, so this needs no dependency.
+
+Everything the build job needs is decided here rather than re-derived per
+matrix leg in PowerShell:
+
+  * which (python, flavor) pairs this cycle can build -- right architecture,
+    and a pylock present in the cycle directory. A flavor the cycle declares
+    but has no lockfile for costs nothing, so it can stay declared until it
+    comes back, and "all" skips a Python whose lockfiles are not committed yet
+    rather than failing the cycle over it.
+  * the version, tarball and paths each pair needs, carried by the leg itself.
+    A leg naming its own Python is what lets "all" build the whole cycle in one
+    dispatch instead of one per Python version.
+  * the tag its release goes under. Derived from the cycle name and release
+    level -- 2026_04 at level b1 publishes under "2026-04b1" -- so a respin is
+    a level bump rather than a tag to invent. A cycle wanting some other tag
+    says so with a release_tag key.
+  * a cycle with nothing to build fails here, loudly, instead of starting
+    runners whose every step is then skipped.
+
+Paths are relative to the working directory, which in CI is the checkout root.
 """
+import datetime
 import json
 import os
 import sys
 import tomllib
 from pathlib import Path
 
+# git refuses these in a ref name; catching them here beats failing at upload
+# time, an hour into a build. Not the whole of git-check-ref-format, just the
+# parts a hand-written tag realistically trips over.
+TAG_FORBIDDEN = set(" ~^:?*[\\\x7f") | {chr(c) for c in range(32)}
 
-def build_config(cfg: dict, requested: str) -> dict:
-    pythons = cfg["pythons"]
-    if requested not in pythons:
-        raise SystemExit(
-            f"no entry for python {requested!r}; this cycle offers {', '.join(sorted(pythons))}"
-        )
-    entry = pythons[requested]
+
+def python_facts(requested: str, entry: dict) -> dict:
+    """What every flavor of one Python shares.
+
+    A trailing F marks the free-threaded build: it picks a different tarball
+    and a different set of flavors, but it is not part of the version number.
+    """
+    ver2 = entry["ver2"]
 
     # the check the PowerShell version did: ver2's first 3 parts must appear in
     # the tarball URL, so a copy-paste slip between the two cannot go unnoticed
-    short = ".".join(entry["ver2"].split(".")[:3])
+    short = ".".join(ver2.split(".")[:3])
     if short not in entry["src"]:
         raise SystemExit(f"{requested}: '{short}' not found in src {entry['src']}")
 
+    build_location = f"WPy64-{ver2.replace('.', '')}"
     return {
-        "ver2": entry["ver2"],
+        "python_versionf": requested,
+        "python_version": requested[:-1] if requested.endswith("F") else requested,
+        "archdet": "64F" if requested.endswith("F") else "64",
+        "ver2": ver2,
         "src": entry["src"],
         "sha": entry["sha"],
+        "build_location": build_location,
+        "destwheelhouse": rf"{build_location}\wheelhouse\included.wheels",
+    }
+
+
+def flavor_entry(cfg: dict, flavor: dict, python: dict) -> dict | None:
+    """One matrix leg, or None when this flavor has no lockfile to build.
+
+    Names follow the layout the publish step writes: pylock.64-<ver2 with
+    underscores><flavor><release level>.toml, plus the _wheels variants the
+    wheelhouse flavor adds.
+    """
+    cycle_dir = Path(cfg["cycle_dir"])
+    level = cfg.get("release_level", "")
+    stem = f"64-{python['ver2'].replace('.', '_')}{flavor['name']}{level}"
+
+    lockfile = cycle_dir / f"pylock.{stem}.toml"
+    if not lockfile.is_file():
+        return None
+
+    def optional(path: Path) -> str:
+        return path.as_posix() if path.is_file() else ""
+
+    leg = {key: value for key, value in python.items() if key != "archdet"}
+    leg.update(
+        name=flavor["name"],
+        PANDOC=flavor["PANDOC"],
+        formats=flavor["formats"],
+        lockfile=lockfile.as_posix(),
+        lockfile_wheels=optional(cycle_dir / f"pylock.{stem}_wheels.toml"),
+        requirements_wheels=optional(cycle_dir / f"requir.{stem}_wheels.txt"),
+        winpyver=f"{python['ver2']}{flavor['name']}{level}",
+        artifact_name=f"publish_{python['python_version']}{flavor['name']}",
+    )
+    return leg
+
+
+def legs_for(cfg: dict, requested: str) -> list[dict]:
+    """Every buildable (flavor) leg of one Python of this cycle."""
+    python = python_facts(requested, cfg["pythons"][requested])
+    found = []
+    for flavor in cfg["flavors"]:
+        if str(flavor.get("WINPYARCHDET", "")) != python["archdet"]:
+            continue
+        leg = flavor_entry(cfg, flavor, python)
+        if leg is not None:
+            found.append(leg)
+    return found
+
+
+def release_tag(cfg: dict, cycle_name: str) -> str:
+    """The tag this cycle's release goes under.
+
+    "2026_04" at release level "b1" gives "2026-04b1", the name the cycle goes
+    by in public. No date in it on purpose: a tag has to stay put so that
+    re-running one missing flavor lands on the release the others are already
+    on, and so that the download URLs the site publishes keep resolving. A
+    second build of the same cycle is a release_level bump, which says more
+    than a date would.
+    """
+    tag = cfg.get("release_tag") or f"{cycle_name.replace('_', '-')}{cfg.get('release_level', '')}"
+    bad = sorted(TAG_FORBIDDEN.intersection(tag))
+    if bad or ".." in tag or tag.startswith("/") or tag.endswith(("/", ".", ".lock")):
+        raise SystemExit(f"release tag {tag!r} is not a usable git ref name")
+    return tag
+
+
+def ordinal(day: int) -> str:
+    """1st, 2nd, 3rd, 4th ... and the 11th/12th/13th exceptions."""
+    if 11 <= day % 100 <= 13:
+        return f"{day}th"
+    return f"{day}{ {1: 'st', 2: 'nd', 3: 'rd'}.get(day % 10, 'th') }"
+
+
+def release_title(cfg: dict, cycle_name: str, today: datetime.date | None = None) -> str:
+    """"WinPython 2026-04 b1 of September 6th 2026", the shape releases have used.
+
+    Kept deliberately close to the titles written by hand before this: cycle,
+    then the level after a space -- the tag runs them together, the title does
+    not -- then the date, no comma, which is how all but one of them read.
+
+    The date is the day the draft is opened, since that is the only day the
+    build knows about. A cycle publishing much later than it was built can
+    still have the title edited; the tag, which is what URLs are built on,
+    does not move.
+    """
+    today = today or datetime.date.today()
+    level = cfg.get("release_level", "")
+    name = f"{cycle_name.replace('_', '-')} {level}".strip()
+    return f"WinPython {name} of {today:%B} {ordinal(today.day)} {today.year}"
+
+
+def build_config(cfg: dict, requested: str, cycle_name: str) -> dict:
+    pythons = cfg["pythons"]
+    if requested == "all":
+        wanted = list(pythons)
+    elif requested in pythons:
+        wanted = [requested]
+    else:
+        raise SystemExit(
+            f"no entry for python {requested!r}; this cycle offers "
+            f"{', '.join(sorted(pythons))} (or 'all')"
+        )
+
+    legs = [leg for python in wanted for leg in legs_for(cfg, python)]
+    if not legs:
+        missing = ", ".join(
+            f"pylock.64-{pythons[p]['ver2'].replace('.', '_')}<flavor>"
+            f"{cfg.get('release_level', '')}.toml"
+            for p in wanted
+        )
+        raise SystemExit(
+            f"{requested}: no {missing} under {cfg['cycle_dir']}; "
+            "commit the lockfiles for this cycle before dispatching"
+        )
+
+    return {
         "cycle_dir": cfg["cycle_dir"],
         "release_level": cfg.get("release_level", ""),
+        "release_tag": release_tag(cfg, cycle_name),
+        "release_title": release_title(cfg, cycle_name),
         "pandoc_source": cfg["pandoc"]["source"],
         "pandoc_sha256": cfg["pandoc"]["sha256"],
         # consumed by the build job as strategy.matrix via fromJSON
-        "matrix": json.dumps({"flavor": cfg["flavors"]}, separators=(",", ":")),
+        "matrix": json.dumps({"leg": legs}, separators=(",", ":")),
     }
 
 
 def main(argv: list[str]) -> None:
     if len(argv) != 3:
-        raise SystemExit(f"usage: {Path(argv[0]).name} <cycle.toml> <python_version>")
+        raise SystemExit(f"usage: {Path(argv[0]).name} <cycle.toml> <python_version|all>")
     cfg_path = Path(argv[1])
     if not cfg_path.is_file():
         raise SystemExit(f"no such cycle file: {cfg_path}")
     with cfg_path.open("rb") as fh:
         cfg = tomllib.load(fh)
 
-    rendered = "".join(f"{k}={v}\n" for k, v in build_config(cfg, argv[2]).items())
+    config = build_config(cfg, argv[2], cfg_path.stem)
+    rendered = "".join(f"{k}={v}\n" for k, v in config.items())
     out = os.environ.get("GITHUB_OUTPUT")
     if out:
         with open(out, "a", encoding="utf-8") as fh:
diff --git a/.github/workflows/build_winpython_cycle.yml b/.github/workflows/build_winpython_cycle.yml
index daa41227..cf084327 100644
--- a/.github/workflows/build_winpython_cycle.yml
+++ b/.github/workflows/build_winpython_cycle.yml
@@ -1,8 +1,13 @@
 name: Build WinPython (cycle file)
-# Draft, sitting beside github_workflows_build-YYYY_NN.yml for comparison.
+# One dispatch builds a whole cycle. Everything cycle-specific comes from
+# cycles/<cycle>.toml, so a new cycle is a new TOML rather than a copy of this
+# workflow, and "all" builds every Python that cycle has lockfiles for.
 #
-# Same build as those, but everything cycle-specific comes from cycles/<cycle>.toml
-# instead of being copied into a new workflow each time. A new cycle is a new TOML.
+# Leave publish on and each leg uploads its own output straight to a draft
+# release, instead of leaving gigabytes of artifacts to download and re-upload
+# by hand. The tag comes from the cycle file, so re-running one missing flavor
+# adds it to the release the others are already on. Turn publish off and the
+# output stays artifacts, as before.
 
 on:
   workflow_dispatch:
@@ -10,19 +15,32 @@ on:
       cycle:
         description: 'Build cycle (file name in cycles/, without .toml)'
         required: true
-        default: '2026_03'
+        default: '2026_04'
         type: string
       python_versionf:
-        description: 'Python version to build; must exist in that cycle file'
+        description: 'Python to build; "all" takes every one this cycle has lockfiles for'
         required: true
-        default: '3.14'
+        default: 'all'
         type: choice
         options:
+          - 'all'
           - '3.13'
           - '3.14'
           - '3.14F'
           - '3.15'
           - '3.15F'
+      publish:
+        description: 'Upload to the draft release the cycle file names; off keeps the output as artifacts'
+        required: false
+        default: true
+        type: boolean
+      overwrite_published:
+        description: 'Tick ONLY to replace the files of an already-published release; normally a release_level bump is what you want'
+        required: false
+        default: false
+        type: boolean
+
+permissions: {}
 
 env:
   WINPYARCH: "64"
@@ -32,14 +50,14 @@ jobs:
   config:
     # reads the cycle file once, instead of once per matrix leg
     runs-on: ubuntu-latest
+    permissions:
+      contents: read
     outputs:
-      ver2: ${{ steps.cfg.outputs.ver2 }}
-      src: ${{ steps.cfg.outputs.src }}
-      sha: ${{ steps.cfg.outputs.sha }}
-      cycle_dir: ${{ steps.cfg.outputs.cycle_dir }}
-      release_level: ${{ steps.cfg.outputs.release_level }}
       pandoc_source: ${{ steps.cfg.outputs.pandoc_source }}
       pandoc_sha256: ${{ steps.cfg.outputs.pandoc_sha256 }}
+      release_level: ${{ steps.cfg.outputs.release_level }}
+      release_tag: ${{ steps.cfg.outputs.release_tag }}
+      release_title: ${{ steps.cfg.outputs.release_title }}
       matrix: ${{ steps.cfg.outputs.matrix }}
     steps:
       - uses: actions/checkout@v6
@@ -48,115 +66,83 @@ jobs:
 
       - name: Read cycle configuration
         id: cfg
-        run: python .github/scripts/cycle_config.py "cycles/${{ inputs.cycle }}.toml" "${{ inputs.python_versionf }}"
+        env:
+          CYCLE: ${{ inputs.cycle }}
+          PYTHON_VERSIONF: ${{ inputs.python_versionf }}
+        run: python .github/scripts/cycle_config.py "cycles/$CYCLE.toml" "$PYTHON_VERSIONF"
 
-  build-winpython:
+  release-draft:
+    # one job opens the draft, so the build legs cannot race to create it
     needs: config
+    runs-on: ubuntu-latest
+    permissions:
+      contents: write
+    steps:
+      - name: Open the draft release
+        if: ${{ inputs.publish }}
+        env:
+          GH_TOKEN: ${{ github.token }}
+          GH_REPO: ${{ github.repository }}
+          TAG: ${{ needs.config.outputs.release_tag }}
+          TITLE: ${{ needs.config.outputs.release_title }}
+          CYCLE: ${{ inputs.cycle }}
+          OVERWRITE: ${{ inputs.overwrite_published }}
+        run: |
+          if gh release view "$TAG" >/dev/null 2>&1; then
+            # Adding a missing flavor to a draft is the normal path. Landing on
+            # a release that is already published is almost always a forgotten
+            # release_level bump, and the upload replaces files people have
+            # downloaded -- so stop here, before an hour of build time.
+            published=$(gh release view "$TAG" --json isDraft --jq '.isDraft | not')
+            if [ "$published" = "true" ] && [ "$OVERWRITE" != "true" ]; then
+              echo "::error::$TAG is already published. Bump release_level in cycles/$CYCLE.toml, or re-dispatch with overwrite_published ticked to replace its files."
+              exit 1
+            fi
+            # say which release the files land on, and leave the title alone in
+            # case it was edited by hand
+            state=$(gh release view "$TAG" --json isDraft --jq 'if .isDraft then "still a draft" else "ALREADY PUBLISHED" end')
+            echo "release $TAG exists ($state); this run adds its files to it"
+          else
+            gh release create "$TAG" --draft \
+              --title "$TITLE" \
+              --notes "Draft opened by the build workflow for cycle $CYCLE. Files land as each build finishes; publish once they are all here."
+            echo "opened draft release $TAG"
+          fi
+
+  build-winpython:
+    needs: [config, release-draft]
+    name: ${{ matrix.leg.python_versionf }} ${{ matrix.leg.name }}
     runs-on: windows-latest
+    permissions:
+      contents: write  # gh release upload; the checkout itself only reads
     strategy:
-      fail-fast: true
+      fail-fast: false  # a cycle is eight legs or more: one bad flavor must not bin the rest
       matrix: ${{ fromJSON(needs.config.outputs.matrix) }}
 
     env:
-      PYTHON_VERSIONF: ${{ inputs.python_versionf }}
-      WINPYFLAVOR: ${{ matrix.flavor.name }}
-      PANDOC: ${{ matrix.flavor.PANDOC }}
-      WINPYARCHDET: ${{ matrix.flavor.WINPYARCHDET }}
-      my_cycle: ${{ needs.config.outputs.cycle_dir }}
-      my_release_level: ${{ needs.config.outputs.release_level }}
+      WINPYFLAVOR: ${{ matrix.leg.name }}
+      WINPYVER: ${{ matrix.leg.winpyver }}
+      WINPYVER2: ${{ matrix.leg.ver2 }}
+      build_location: ${{ matrix.leg.build_location }}
+      destwheelhouse: ${{ matrix.leg.destwheelhouse }}
+      WINPYLOCKFILE: ${{ matrix.leg.lockfile }}
+      WINPYLOCKFILEwhl: ${{ matrix.leg.lockfile_wheels }}
 
     steps:
       - name: Checkout repository
         uses: actions/checkout@v6
-
-      - name: Set static and matrix variables based on selected Python version
-        shell: pwsh
-        env:
-          PYTHON_VERSIONF: ${{ env.PYTHON_VERSIONF }}
-          WINPYARCHDET: ${{ env.WINPYARCHDET }}
-          WINPYVER2: ${{ needs.config.outputs.ver2 }}
-          my_cycle: ${{ env.my_cycle }}
-          my_release_level: ${{ env.my_release_level }}
-          FLAVOR_NAME: ${{ matrix.flavor.name }}
-        run: |
-          # Normalize PYTHON_VERSION by removing trailing 'F' if present
-          $PYTHON_VERSION = $env:PYTHON_VERSIONF -replace 'F$',''
-          Add-Content -Path $env:GITHUB_ENV -Value "PYTHON_VERSION=$PYTHON_VERSION"
-
-          # Detect architecture (64 or 64F)
-          $detected_arch = if ($env:PYTHON_VERSIONF -like '*F') { '64F' } else { '64' }
-
-          $WINPYVER2 = $env:WINPYVER2
-          $BUILD_LOCATION = "WPy64-" + ($WINPYVER2 -replace '[.]', "")
-          Add-Content -Path $env:GITHUB_ENV -Value "build_location=$BUILD_LOCATION"
-
-          # ver2-vs-source consistency is checked in cycle_config.py
-
-          $WINPYREQUIREMENTS = ''
-          $WINPYREQUIREMENTSwhl = ''
-
-          # Generate requirement files expected names dynamically
-          $V_TAG = $env:WINPYVER2 -replace '\.', '_'
-          $testreq = "$($env:my_cycle)/requir.64-$($V_TAG)$($env:FLAVOR_NAME)$($env:my_release_level).txt"
-          $testwhl = "$($env:my_cycle)/requir.64-$($V_TAG)$($env:FLAVOR_NAME)$($env:my_release_level)_wheels.txt"
-
-          Write-Host "Checking for requirements files: $testreq and $testwhl (expected arch $detected_arch)"
-
-          if ($env:WINPYARCHDET -eq $detected_arch -and (Test-Path $testreq)) {
-            $WINPYREQUIREMENTS = $testreq
-            Write-Host "Found $WINPYREQUIREMENTS"
-            if (Test-Path $testwhl) {
-              $WINPYREQUIREMENTSwhl = $testwhl
-              Write-Host "Found also $WINPYREQUIREMENTSwhl"
-            }
-          }
-
-          Add-Content -Path $env:GITHUB_ENV -Value "WINPYREQUIREMENTS=$WINPYREQUIREMENTS"
-          Add-Content -Path $env:GITHUB_ENV -Value "WINPYREQUIREMENTSwhl=$WINPYREQUIREMENTSwhl"
-
-          $WINPYLOCKFILE = ''
-          $WINPYLOCKFILEwhl = ''
-
-          # Generate pylock files expected names dynamically
-          $testreq = "$($env:my_cycle)/pylock.64-$($V_TAG)$($env:FLAVOR_NAME)$($env:my_release_level).toml"
-          $testwhl = "$($env:my_cycle)/pylock.64-$($V_TAG)$($env:FLAVOR_NAME)$($env:my_release_level)_wheels.toml"
-
-          Write-Host "Checking for pylock files: $testreq and $testwhl (expected arch $detected_arch)"
-
-          if ($env:WINPYARCHDET -eq $detected_arch -and (Test-Path $testreq)) {
-            $WINPYLOCKFILE = $testreq
-            Write-Host "Found $WINPYLOCKFILE"
-            if (Test-Path $testwhl) {
-              $WINPYLOCKFILEwhl = $testwhl
-              Write-Host "Found also $WINPYLOCKFILEwhl"
-            }
-          }
-
-          Add-Content -Path $env:GITHUB_ENV -Value "WINPYLOCKFILE=$WINPYLOCKFILE"
-          Add-Content -Path $env:GITHUB_ENV -Value "WINPYLOCKFILEwhl=$WINPYLOCKFILEwhl"
-
-          $ARTIFACT_NAME = "publish_${PYTHON_VERSION}$($env:FLAVOR_NAME)"
-          Add-Content -Path $env:GITHUB_ENV -Value "ARTIFACT_NAME=$ARTIFACT_NAME"
-
-          $destwheelhouse = "$BUILD_LOCATION\wheelhouse\included.wheels"
-          Add-Content -Path $env:GITHUB_ENV -Value "destwheelhouse=$destwheelhouse"
-
-          $WINPYVER = "${WINPYVER2}$($env:FLAVOR_NAME)$($env:my_release_level)"
-          Add-Content -Path $env:GITHUB_ENV -Value "WINPYVER=$WINPYVER"
-
-          # Store WINPYVER2 in env for later steps
-          Add-Content -Path $env:GITHUB_ENV -Value "WINPYVER2=$WINPYVER2"
+        with:
+          persist-credentials: false
 
       - name: Download, verify and extract python standalone
-        if: env.WINPYLOCKFILE != ''
         uses: ./.github/actions/python-setup
         with:
-          python_source: ${{ needs.config.outputs.src }}
-          python_sha256: ${{ needs.config.outputs.sha }}
+          python_source: ${{ matrix.leg.src }}
+          python_sha256: ${{ matrix.leg.sha }}
           build_location: ${{ env.build_location }}
 
       - name: Download, checking hash and integrating pandoc binary
-        if: env.WINPYLOCKFILE != '' && env.PANDOC == '1'
+        if: matrix.leg.PANDOC == '1'
         uses: ./.github/actions/pandoc-setup
         with:
           pandoc_source: ${{ needs.config.outputs.pandoc_source }}
@@ -164,14 +150,12 @@ jobs:
           build_location: ${{ env.build_location }}
 
       - name: Upgrade pip and patch launchers
-        if: env.WINPYLOCKFILE != ''
         shell: pwsh
         run: |
           & "$env:build_location\python\python.exe" -m pip install --upgrade --force-reinstall pip --no-warn-script-location
           & "$env:build_location\python\python.exe" -c "from wppm import wppm;dist=wppm.Distribution();dist.patch_standard_packages('pip', to_movable=True)"
 
       - name: Download all requirements
-        if: ${{ env.WINPYLOCKFILE != '' }}
         shell: pwsh
         run: |
           $py = "$env:build_location\python\python.exe"
@@ -181,13 +165,11 @@ jobs:
           }
 
       - name: Install lockfile
-        if: env.WINPYLOCKFILE != ''
         shell: pwsh
         run: |
           & "$env:build_location\python\python.exe" -m pip install --no-deps --require-hashes -r $env:WINPYLOCKFILE --no-warn-script-location
 
       - name: Generate Assets and Hashes
-        if: env.WINPYLOCKFILE != ''
         uses: ./.github/actions/publish-winpython
         with:
           build_location: ${{ env.build_location }}
@@ -195,16 +177,114 @@ jobs:
           winpy_arch: ${{ env.WINPYARCH }}
           winpy_ver: ${{ env.WINPYVER }}
           winpy_ver2: ${{ env.WINPYVER2 }}
+          release_level: ${{ needs.config.outputs.release_level }}
           dotwheelhouse: ${{ env.dotwheelhouse }}
-          winpy_requirements_whl: ${{ env.WINPYREQUIREMENTSwhl }}
-          format_zip: ${{ matrix.flavor.formats.zip }}
-          format_7z: ${{ matrix.flavor.formats['7z'] }}
-          format_exe: ${{ matrix.flavor.formats.exe }}
+          winpy_requirements_whl: ${{ matrix.leg.requirements_wheels }}
+          format_zip: ${{ matrix.leg.formats.zip }}
+          format_7z: ${{ matrix.leg.formats['7z'] }}
+          format_exe: ${{ matrix.leg.formats.exe }}
+
+      - name: Upload to the draft release
+        if: ${{ inputs.publish }}
+        shell: bash
+        env:
+          GH_TOKEN: ${{ github.token }}
+          GH_REPO: ${{ github.repository }}
+          TAG: ${{ needs.config.outputs.release_tag }}
+        run: |
+          shopt -s nullglob
+          # the metadata is worth little on its own: fail the leg if no binary came out
+          binaries=(publish_output/*.exe publish_output/*.zip publish_output/*.7z)
+          if [ ${#binaries[@]} -eq 0 ]; then
+            echo "::error::no binary in publish_output for $WINPYVER"
+            exit 1
+          fi
+          files=(publish_output/*)
+          # --clobber so re-running a leg replaces its files instead of erroring
+          gh release upload "$TAG" "${files[@]}" --clobber
+
+      - name: Upload metadata artifact
+        # the binaries are on the release; this is what the changelog commit needs
+        if: ${{ inputs.publish }}
+        uses: actions/upload-artifact@v6
+        with:
+          name: ${{ matrix.leg.artifact_name }}
+          path: |
+            publish_output/*.md
+            publish_output/*.toml
+            publish_output/*.txt
+          retention-days: 66  # keeps artifact for 66 days
 
       - name: Upload artifacts
-        if: env.WINPYLOCKFILE != ''
+        # no release to upload to, so the binaries have nowhere else to go
+        if: ${{ !inputs.publish }}
         uses: actions/upload-artifact@v6
         with:
-          name: ${{ env.ARTIFACT_NAME }}
+          name: ${{ matrix.leg.artifact_name }}
           path: publish_output
           retention-days: 66  # keeps artifact for 66 days
+
+  changelogs:
+    # A cycle's changelogs, filed and offered as one reviewable pull request.
+    #
+    # Whole-cycle builds only. A re-run of a single leg would otherwise reduce
+    # the branch to that leg's files, and it has nothing to add anyway: the
+    # same lockfile produces the same package list, so a rebuilt leg cannot
+    # change a changelog.
+    needs: [config, build-winpython]
+    if: ${{ inputs.publish && inputs.python_versionf == 'all' }}
+    runs-on: ubuntu-latest
+    permissions:
+      contents: write
+      pull-requests: write
+    steps:
+      - name: Checkout repository
+        # credentials are kept here, unlike in the build legs: this job pushes
+        uses: actions/checkout@v6
+
+      - name: Install Python
+        uses: actions/setup-python@v6
+        with:
+          python-version: '3.13'
+
+      - name: Install pinned dependencies
+        # the same hash-pinned set the test suite uses; diff.py wants packaging
+        run: python -m pip install --no-deps --require-hashes -r tests/requir.wppmtest.txt
+
+      - name: Collect the metadata every leg produced
+        uses: actions/download-artifact@v6
+        with:
+          pattern: publish_*
+          merge-multiple: true
+          path: release_metadata
+
+      - name: File the changelogs
+        run: python .github/scripts/changelog_files.py release_metadata changelogs
+
+      - name: Open the changelog pull request
+        env:
+          GH_TOKEN: ${{ github.token }}
+          GH_REPO: ${{ github.repository }}
+          TAG: ${{ needs.config.outputs.release_tag }}
+          TITLE: ${{ needs.config.outputs.release_title }}
+          BASE: ${{ github.event.repository.default_branch }}
+        run: |
+          branch="changelogs/$TAG"
+          git config user.name "github-actions[bot]"
+          git config user.email "41898282+github-actions[bot]@users.noreply.github.com"
+          git switch -c "$branch"
+          git add changelogs
+          if git diff --cached --quiet; then
+            echo "changelogs/ already holds this cycle; nothing to open"
+            exit 0
+          fi
+          git commit -m "Changelogs for $TITLE"
+          # the branch is generated wholly by this job, so a re-run replaces it
+          git push --force origin "$branch"
+          if gh pr view "$branch" --json number >/dev/null 2>&1; then
+            echo "pull request for $branch is open; the push updated it"
+          else
+            gh pr create --base "$BASE" --head "$branch" \
+              --title "Changelogs for $TITLE" \
+              --body "Package indexes, lock files and requirements for every leg of \`$TAG\`, filed by the build that produced them rather than copied by hand. Compare any two of them with \`wppm -diff <a>.md <b>.md\`."
+          fi
diff --git a/.github/workflows/test_wppm.yml b/.github/workflows/test_wppm.yml
index 6916433d..3e327c32 100644
--- a/.github/workflows/test_wppm.yml
+++ b/.github/workflows/test_wppm.yml
@@ -14,6 +14,11 @@ on:
       - 'tests/**'
       - 'pyproject.toml'
       - '.github/workflows/test_wppm.yml'
+      # tests/test_cycle_config.py checks these two agree with each other,
+      # which is worth knowing on the commit that changes one of them
+      - '.github/scripts/**'
+      - '.github/workflows/build_winpython_cycle.yml'
+      - 'cycles/**'
   pull_request:
     paths:
       - 'wppm/**'
@@ -21,6 +26,11 @@ on:
       - 'tests/**'
       - 'pyproject.toml'
       - '.github/workflows/test_wppm.yml'
+      # tests/test_cycle_config.py checks these two agree with each other,
+      # which is worth knowing on the commit that changes one of them
+      - '.github/scripts/**'
+      - '.github/workflows/build_winpython_cycle.yml'
+      - 'cycles/**'
   workflow_dispatch:
 
 permissions: {}
diff --git a/LICENSE b/LICENSE
index ea6be0d7..fdaad3ed 100644
--- a/LICENSE
+++ b/LICENSE
@@ -1,8 +1,8 @@
 
     MIT licence
     
-    Copyright (c) 2012-2014 Pierre Raybaut
-    Copyright (c) 2014-2024+ The Winpython development team https://github.com/winpython/
+    Copyright (c) 2009-2013 Pierre Raybaut
+    Copyright (c) 2014-2026+ The Winpython development team https://github.com/winpython/
 
 
     Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal in the Software without restriction, including without limitation the rights to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions:
diff --git a/README.rst b/README.rst
index 9ac34505..b29a7d75 100644
--- a/README.rst
+++ b/README.rst
@@ -1,7 +1,7 @@
 WinPython tools
 ===============
 
-Copyright 2012-2013 Pierre Raybaut
+Copyright 2009-2013 Pierre Raybaut
 
 Copyright 2014-2026+ The Winpython development team: https://github.com/winpython/
 
diff --git a/README_PYPI.md b/README_PYPI.md
index 026c77cf..483fc91c 100644
--- a/README_PYPI.md
+++ b/README_PYPI.md
@@ -175,6 +175,31 @@ entry to whatever pulls it in:
 {'numpy': ['pandas']}
 ```
 
+## Comparing two package lists
+
+`-md` writes a package index. `-diff` compares two:
+
+```console
+$ wppm -diff WinPythonslim-64bit-3.13.5.0.md WinPythonslim-64bit-3.14.7.0.md
+## Changes from WinPythonslim-64bit-3.13.5.0 to WinPythonslim-64bit-3.14.7.0
+
+### Python packages
+
+New packages:
+  * aiofile 3.9.0 (Asynchronous file operations.)
+
+Upgraded packages:
+  * numpy 2.2.6 → 2.5.2 (Fundamental package for array computing in Python)
+
+Removed packages:
+  * astropy 6.1.6 (Astronomy and astrophysics core library)
+```
+
+Any two indexes, in any order: two releases a year apart, or two flavors of the same
+one. No distribution is involved, so two downloaded files are enough. WinPython
+publishes one index per release and flavor, in
+[changelogs/](https://github.com/winpython/winpython/tree/master/changelogs).
+
 ## Environments you have not installed anything into
 
 `-t` points `wppm` at *another* Python distribution, and `-ws` at a plain directory of
diff --git a/build_winpython_meta.py b/build_winpython_meta.py
index e90bfb74..44e3bddf 100644
--- a/build_winpython_meta.py
+++ b/build_winpython_meta.py
@@ -90,6 +90,8 @@ def run_build(build, python_versions, dry_run=False):
     wheelhousereq = must_exist(build.get("wheelhousereq", ""), build, "wheelhousereq")
     # "pip" (default, what ships) | "none" | "parallel" | "parallel-N"
     my_bytecode = build.get("bytecode", "pip")
+    # wheels only, unless a flavor still has a package with no wheel for its target
+    my_only_binary = "yes" if build.get("only_binary", True) else "no"
 
     # Get Python release info from TOML [pythons]
     py_target = my_python_target
@@ -134,6 +136,7 @@ def run_build(build, python_versions, dry_run=False):
         "--find-links", my_find_links,
         "--wheelhousereq", wheelhousereq,
         "--bytecode", my_bytecode,
+        "--only-binary", my_only_binary,
         "--create-installer", my_create_installer,
     ]
 
diff --git a/changelogs/WinPythondot-64bit-3.13.15.1b1.md b/changelogs/WinPythondot-64bit-3.13.15.1b1.md
new file mode 100644
index 00000000..2c37b99c
--- /dev/null
+++ b/changelogs/WinPythondot-64bit-3.13.15.1b1.md
@@ -0,0 +1,34 @@
+## WinPython 3.13.15.1dot
+
+The following packages are included in WinPython-64bit v3.13.15.1dot b1.
+
+
+### Tools
+
+Name | Version | Description
+-----|---------|------------
+[Python](http://www.python.org/) | 3.13.15 | Python programming language with standard library
+
+
+### Python packages
+
+Name | Version | Description
+-----|---------|------------
+[build](https://pypi.org/project/build) | 1.5.0 | A simple, correct Python build frontend
+[colorama](https://pypi.org/project/colorama) | 0.4.6 | Cross-platform colored terminal text.
+[packaging](https://pypi.org/project/packaging) | 26.2 | Core utilities for Python packages
+[pip](https://pypi.org/project/pip) | 26.2.1 | The PyPA recommended tool for installing Python packages.
+[pyproject-hooks](https://pypi.org/project/pyproject-hooks) | 1.2.0 | Wrappers to call pyproject.toml-based build backend hooks.
+[setuptools](https://pypi.org/project/setuptools) | 83.0.0 | Most extensible Python build backend with support for C/C++ extension modules
+[sqlite-bro](https://pypi.org/project/sqlite-bro) | 1.3.2 | a graphic SQLite and DuckDB Client in 1 Python file
+[wheel](https://pypi.org/project/wheel) | 0.47.0 | Command line tool for manipulating wheel files
+[wppm](https://pypi.org/project/wppm) | 17.12.20260816 | pip companion: extras-aware dependency trees, offline wheelhouses, portable Pythons
+
+
+### WheelHouse packages
+
+Name | Version | Description
+-----|---------|------------
+
+
+
diff --git a/changelogs/WinPythondot-64bit-3.13.15.1b1_History.md b/changelogs/WinPythondot-64bit-3.13.15.1b1_History.md
new file mode 100644
index 00000000..21215739
--- /dev/null
+++ b/changelogs/WinPythondot-64bit-3.13.15.1b1_History.md
@@ -0,0 +1,24 @@
+## History of changes for WinPython-64bit 3.13.15.1b1dot
+
+The following changes were made to WinPython-64bit distribution since version 3.13.15.0dot.
+
+
+
+### Tools
+
+
+No differences found.
+
+### Python packages
+
+
+No differences found.
+
+### WheelHouse packages
+
+
+No differences found.
+
+
+
+* * *
diff --git a/changelogs/WinPythondot-64bit-3.13.15.1b2.md b/changelogs/WinPythondot-64bit-3.13.15.1b2.md
new file mode 100644
index 00000000..9d980a22
--- /dev/null
+++ b/changelogs/WinPythondot-64bit-3.13.15.1b2.md
@@ -0,0 +1,34 @@
+## WinPython 3.13.15.1dot
+
+The following packages are included in WinPython-64bit v3.13.15.1dot b2.
+
+
+### Tools
+
+Name | Version | Description
+-----|---------|------------
+[Python](http://www.python.org/) | 3.13.15 | Python programming language with standard library
+
+
+### Python packages
+
+Name | Version | Description
+-----|---------|------------
+[build](https://pypi.org/project/build) | 1.5.0 | A simple, correct Python build frontend
+[colorama](https://pypi.org/project/colorama) | 0.4.6 | Cross-platform colored terminal text.
+[packaging](https://pypi.org/project/packaging) | 26.2 | Core utilities for Python packages
+[pip](https://pypi.org/project/pip) | 26.2.1 | The PyPA recommended tool for installing Python packages.
+[pyproject-hooks](https://pypi.org/project/pyproject-hooks) | 1.2.0 | Wrappers to call pyproject.toml-based build backend hooks.
+[setuptools](https://pypi.org/project/setuptools) | 83.0.0 | Most extensible Python build backend with support for C/C++ extension modules
+[sqlite-bro](https://pypi.org/project/sqlite-bro) | 1.3.2 | a graphic SQLite and DuckDB Client in 1 Python file
+[wheel](https://pypi.org/project/wheel) | 0.47.0 | Command line tool for manipulating wheel files
+[wppm](https://pypi.org/project/wppm) | 17.13.20260913 | pip companion: extras-aware dependency trees, offline wheelhouses, portable Pythons
+
+
+### WheelHouse packages
+
+Name | Version | Description
+-----|---------|------------
+
+
+
diff --git a/changelogs/WinPythondot-64bit-3.13.16.0b3.md b/changelogs/WinPythondot-64bit-3.13.16.0b3.md
new file mode 100644
index 00000000..4f6a0c79
--- /dev/null
+++ b/changelogs/WinPythondot-64bit-3.13.16.0b3.md
@@ -0,0 +1,34 @@
+## WinPython 3.13.16.0dot
+
+The following packages are included in WinPython-64bit v3.13.16.0dot b3.
+
+
+### Tools
+
+Name | Version | Description
+-----|---------|------------
+[Python](http://www.python.org/) | 3.13.16 | Python programming language with standard library
+
+
+### Python packages
+
+Name | Version | Description
+-----|---------|------------
+[build](https://pypi.org/project/build) | 1.5.0 | A simple, correct Python build frontend
+[colorama](https://pypi.org/project/colorama) | 0.4.6 | Cross-platform colored terminal text.
+[packaging](https://pypi.org/project/packaging) | 26.2 | Core utilities for Python packages
+[pip](https://pypi.org/project/pip) | 26.2.1 | The PyPA recommended tool for installing Python packages.
+[pyproject-hooks](https://pypi.org/project/pyproject-hooks) | 1.2.0 | Wrappers to call pyproject.toml-based build backend hooks.
+[setuptools](https://pypi.org/project/setuptools) | 83.0.0 | Most extensible Python build backend with support for C/C++ extension modules
+[sqlite-bro](https://pypi.org/project/sqlite-bro) | 1.3.2 | a graphic SQLite and DuckDB Client in 1 Python file
+[wheel](https://pypi.org/project/wheel) | 0.48.0 | Command line tool for manipulating wheel files
+[wppm](https://pypi.org/project/wppm) | 17.13.20260913 | pip companion: extras-aware dependency trees, offline wheelhouses, portable Pythons
+
+
+### WheelHouse packages
+
+Name | Version | Description
+-----|---------|------------
+
+
+
diff --git a/changelogs/WinPythondot-64bit-3.14.7.1b1.md b/changelogs/WinPythondot-64bit-3.14.7.1b1.md
new file mode 100644
index 00000000..baefa6ed
--- /dev/null
+++ b/changelogs/WinPythondot-64bit-3.14.7.1b1.md
@@ -0,0 +1,34 @@
+## WinPython 3.14.7.1dot
+
+The following packages are included in WinPython-64bit v3.14.7.1dot b1.
+
+
+### Tools
+
+Name | Version | Description
+-----|---------|------------
+[Python](http://www.python.org/) | 3.14.7 | Python programming language with standard library
+
+
+### Python packages
+
+Name | Version | Description
+-----|---------|------------
+[build](https://pypi.org/project/build) | 1.5.0 | A simple, correct Python build frontend
+[colorama](https://pypi.org/project/colorama) | 0.4.6 | Cross-platform colored terminal text.
+[packaging](https://pypi.org/project/packaging) | 26.2 | Core utilities for Python packages
+[pip](https://pypi.org/project/pip) | 26.2.1 | The PyPA recommended tool for installing Python packages.
+[pyproject-hooks](https://pypi.org/project/pyproject-hooks) | 1.2.0 | Wrappers to call pyproject.toml-based build backend hooks.
+[setuptools](https://pypi.org/project/setuptools) | 83.0.0 | Most extensible Python build backend with support for C/C++ extension modules
+[sqlite-bro](https://pypi.org/project/sqlite-bro) | 1.3.2 | a graphic SQLite and DuckDB Client in 1 Python file
+[wheel](https://pypi.org/project/wheel) | 0.47.0 | Command line tool for manipulating wheel files
+[wppm](https://pypi.org/project/wppm) | 17.12.20260816 | pip companion: extras-aware dependency trees, offline wheelhouses, portable Pythons
+
+
+### WheelHouse packages
+
+Name | Version | Description
+-----|---------|------------
+
+
+
diff --git a/changelogs/WinPythondot-64bit-3.14.7.1b1_History.md b/changelogs/WinPythondot-64bit-3.14.7.1b1_History.md
new file mode 100644
index 00000000..f5c353f6
--- /dev/null
+++ b/changelogs/WinPythondot-64bit-3.14.7.1b1_History.md
@@ -0,0 +1,24 @@
+## History of changes for WinPython-64bit 3.14.7.1b1dot
+
+The following changes were made to WinPython-64bit distribution since version 3.14.7.0dot.
+
+
+
+### Tools
+
+
+No differences found.
+
+### Python packages
+
+
+No differences found.
+
+### WheelHouse packages
+
+
+No differences found.
+
+
+
+* * *
diff --git a/changelogs/WinPythondot-64bit-3.14.7.1b2.md b/changelogs/WinPythondot-64bit-3.14.7.1b2.md
new file mode 100644
index 00000000..335644c7
--- /dev/null
+++ b/changelogs/WinPythondot-64bit-3.14.7.1b2.md
@@ -0,0 +1,34 @@
+## WinPython 3.14.7.1dot
+
+The following packages are included in WinPython-64bit v3.14.7.1dot b2.
+
+
+### Tools
+
+Name | Version | Description
+-----|---------|------------
+[Python](http://www.python.org/) | 3.14.7 | Python programming language with standard library
+
+
+### Python packages
+
+Name | Version | Description
+-----|---------|------------
+[build](https://pypi.org/project/build) | 1.5.0 | A simple, correct Python build frontend
+[colorama](https://pypi.org/project/colorama) | 0.4.6 | Cross-platform colored terminal text.
+[packaging](https://pypi.org/project/packaging) | 26.2 | Core utilities for Python packages
+[pip](https://pypi.org/project/pip) | 26.2.1 | The PyPA recommended tool for installing Python packages.
+[pyproject-hooks](https://pypi.org/project/pyproject-hooks) | 1.2.0 | Wrappers to call pyproject.toml-based build backend hooks.
+[setuptools](https://pypi.org/project/setuptools) | 83.0.0 | Most extensible Python build backend with support for C/C++ extension modules
+[sqlite-bro](https://pypi.org/project/sqlite-bro) | 1.3.2 | a graphic SQLite and DuckDB Client in 1 Python file
+[wheel](https://pypi.org/project/wheel) | 0.47.0 | Command line tool for manipulating wheel files
+[wppm](https://pypi.org/project/wppm) | 17.13.20260913 | pip companion: extras-aware dependency trees, offline wheelhouses, portable Pythons
+
+
+### WheelHouse packages
+
+Name | Version | Description
+-----|---------|------------
+
+
+
diff --git a/changelogs/WinPythondot-64bit-3.14.8.0b3.md b/changelogs/WinPythondot-64bit-3.14.8.0b3.md
new file mode 100644
index 00000000..ff16eb82
--- /dev/null
+++ b/changelogs/WinPythondot-64bit-3.14.8.0b3.md
@@ -0,0 +1,34 @@
+## WinPython 3.14.8.0dot
+
+The following packages are included in WinPython-64bit v3.14.8.0dot b3.
+
+
+### Tools
+
+Name | Version | Description
+-----|---------|------------
+[Python](http://www.python.org/) | 3.14.8 | Python programming language with standard library
+
+
+### Python packages
+
+Name | Version | Description
+-----|---------|------------
+[build](https://pypi.org/project/build) | 1.5.0 | A simple, correct Python build frontend
+[colorama](https://pypi.org/project/colorama) | 0.4.6 | Cross-platform colored terminal text.
+[packaging](https://pypi.org/project/packaging) | 26.2 | Core utilities for Python packages
+[pip](https://pypi.org/project/pip) | 26.2.1 | The PyPA recommended tool for installing Python packages.
+[pyproject-hooks](https://pypi.org/project/pyproject-hooks) | 1.2.0 | Wrappers to call pyproject.toml-based build backend hooks.
+[setuptools](https://pypi.org/project/setuptools) | 83.0.0 | Most extensible Python build backend with support for C/C++ extension modules
+[sqlite-bro](https://pypi.org/project/sqlite-bro) | 1.3.2 | a graphic SQLite and DuckDB Client in 1 Python file
+[wheel](https://pypi.org/project/wheel) | 0.48.0 | Command line tool for manipulating wheel files
+[wppm](https://pypi.org/project/wppm) | 17.13.20260913 | pip companion: extras-aware dependency trees, offline wheelhouses, portable Pythons
+
+
+### WheelHouse packages
+
+Name | Version | Description
+-----|---------|------------
+
+
+
diff --git a/changelogs/WinPythondot-64bit-3.15.0.5b1.md b/changelogs/WinPythondot-64bit-3.15.0.5b1.md
new file mode 100644
index 00000000..fef40c05
--- /dev/null
+++ b/changelogs/WinPythondot-64bit-3.15.0.5b1.md
@@ -0,0 +1,34 @@
+## WinPython 3.15.0.5dot
+
+The following packages are included in WinPython-64bit v3.15.0.5dot b1.
+
+
+### Tools
+
+Name | Version | Description
+-----|---------|------------
+[Python](http://www.python.org/) | 3.15.0rc2 | Python programming language with standard library
+
+
+### Python packages
+
+Name | Version | Description
+-----|---------|------------
+[build](https://pypi.org/project/build) | 1.5.0 | A simple, correct Python build frontend
+[colorama](https://pypi.org/project/colorama) | 0.4.6 | Cross-platform colored terminal text.
+[packaging](https://pypi.org/project/packaging) | 26.2 | Core utilities for Python packages
+[pip](https://pypi.org/project/pip) | 26.2.1 | The PyPA recommended tool for installing Python packages.
+[pyproject-hooks](https://pypi.org/project/pyproject-hooks) | 1.2.0 | Wrappers to call pyproject.toml-based build backend hooks.
+[setuptools](https://pypi.org/project/setuptools) | 83.0.0 | Most extensible Python build backend with support for C/C++ extension modules
+[sqlite-bro](https://pypi.org/project/sqlite-bro) | 1.3.2 | a graphic SQLite and DuckDB Client in 1 Python file
+[wheel](https://pypi.org/project/wheel) | 0.47.0 | Command line tool for manipulating wheel files
+[wppm](https://pypi.org/project/wppm) | 17.12.20260816 | pip companion: extras-aware dependency trees, offline wheelhouses, portable Pythons
+
+
+### WheelHouse packages
+
+Name | Version | Description
+-----|---------|------------
+
+
+
diff --git a/changelogs/WinPythondot-64bit-3.15.0.5b1_History.md b/changelogs/WinPythondot-64bit-3.15.0.5b1_History.md
new file mode 100644
index 00000000..25714f4e
--- /dev/null
+++ b/changelogs/WinPythondot-64bit-3.15.0.5b1_History.md
@@ -0,0 +1,24 @@
+## History of changes for WinPython-64bit 3.15.0.5b1dot
+
+The following changes were made to WinPython-64bit distribution since version 3.15.0.4dot.
+
+
+
+### Tools
+
+
+Upgraded packages:
+
+### Python packages
+
+
+No differences found.
+
+### WheelHouse packages
+
+
+No differences found.
+
+
+
+* * *
diff --git a/changelogs/WinPythondot-64bit-3.15.0.5b2.md b/changelogs/WinPythondot-64bit-3.15.0.5b2.md
new file mode 100644
index 00000000..d18e01c3
--- /dev/null
+++ b/changelogs/WinPythondot-64bit-3.15.0.5b2.md
@@ -0,0 +1,34 @@
+## WinPython 3.15.0.5dot
+
+The following packages are included in WinPython-64bit v3.15.0.5dot b2.
+
+
+### Tools
+
+Name | Version | Description
+-----|---------|------------
+[Python](http://www.python.org/) | 3.15.0rc2 | Python programming language with standard library
+
+
+### Python packages
+
+Name | Version | Description
+-----|---------|------------
+[build](https://pypi.org/project/build) | 1.5.0 | A simple, correct Python build frontend
+[colorama](https://pypi.org/project/colorama) | 0.4.6 | Cross-platform colored terminal text.
+[packaging](https://pypi.org/project/packaging) | 26.2 | Core utilities for Python packages
+[pip](https://pypi.org/project/pip) | 26.2.1 | The PyPA recommended tool for installing Python packages.
+[pyproject-hooks](https://pypi.org/project/pyproject-hooks) | 1.2.0 | Wrappers to call pyproject.toml-based build backend hooks.
+[setuptools](https://pypi.org/project/setuptools) | 83.0.0 | Most extensible Python build backend with support for C/C++ extension modules
+[sqlite-bro](https://pypi.org/project/sqlite-bro) | 1.3.2 | a graphic SQLite and DuckDB Client in 1 Python file
+[wheel](https://pypi.org/project/wheel) | 0.47.0 | Command line tool for manipulating wheel files
+[wppm](https://pypi.org/project/wppm) | 17.13.20260913 | pip companion: extras-aware dependency trees, offline wheelhouses, portable Pythons
+
+
+### WheelHouse packages
+
+Name | Version | Description
+-----|---------|------------
+
+
+
diff --git a/changelogs/WinPythondot-64bit-3.15.0.5b3.md b/changelogs/WinPythondot-64bit-3.15.0.5b3.md
new file mode 100644
index 00000000..21ec697c
--- /dev/null
+++ b/changelogs/WinPythondot-64bit-3.15.0.5b3.md
@@ -0,0 +1,34 @@
+## WinPython 3.15.0.5dot
+
+The following packages are included in WinPython-64bit v3.15.0.5dot b3.
+
+
+### Tools
+
+Name | Version | Description
+-----|---------|------------
+[Python](http://www.python.org/) | 3.15.0rc2 | Python programming language with standard library
+
+
+### Python packages
+
+Name | Version | Description
+-----|---------|------------
+[build](https://pypi.org/project/build) | 1.5.0 | A simple, correct Python build frontend
+[colorama](https://pypi.org/project/colorama) | 0.4.6 | Cross-platform colored terminal text.
+[packaging](https://pypi.org/project/packaging) | 26.2 | Core utilities for Python packages
+[pip](https://pypi.org/project/pip) | 26.2.1 | The PyPA recommended tool for installing Python packages.
+[pyproject-hooks](https://pypi.org/project/pyproject-hooks) | 1.2.0 | Wrappers to call pyproject.toml-based build backend hooks.
+[setuptools](https://pypi.org/project/setuptools) | 83.0.0 | Most extensible Python build backend with support for C/C++ extension modules
+[sqlite-bro](https://pypi.org/project/sqlite-bro) | 1.3.2 | a graphic SQLite and DuckDB Client in 1 Python file
+[wheel](https://pypi.org/project/wheel) | 0.48.0 | Command line tool for manipulating wheel files
+[wppm](https://pypi.org/project/wppm) | 17.13.20260913 | pip companion: extras-aware dependency trees, offline wheelhouses, portable Pythons
+
+
+### WheelHouse packages
+
+Name | Version | Description
+-----|---------|------------
+
+
+
diff --git a/changelogs/WinPythondotf-64bit-3.14.7.1b1.md b/changelogs/WinPythondotf-64bit-3.14.7.1b1.md
new file mode 100644
index 00000000..f365a605
--- /dev/null
+++ b/changelogs/WinPythondotf-64bit-3.14.7.1b1.md
@@ -0,0 +1,34 @@
+## WinPython 3.14.7.1dotf
+
+The following packages are included in WinPython-64bit v3.14.7.1dotf b1.
+
+
+### Tools
+
+Name | Version | Description
+-----|---------|------------
+[Python](http://www.python.org/) | 3.14.7 | Python programming language with standard library
+
+
+### Python packages
+
+Name | Version | Description
+-----|---------|------------
+[build](https://pypi.org/project/build) | 1.5.0 | A simple, correct Python build frontend
+[colorama](https://pypi.org/project/colorama) | 0.4.6 | Cross-platform colored terminal text.
+[packaging](https://pypi.org/project/packaging) | 26.2 | Core utilities for Python packages
+[pip](https://pypi.org/project/pip) | 26.2.1 | The PyPA recommended tool for installing Python packages.
+[pyproject-hooks](https://pypi.org/project/pyproject-hooks) | 1.2.0 | Wrappers to call pyproject.toml-based build backend hooks.
+[setuptools](https://pypi.org/project/setuptools) | 83.0.0 | Most extensible Python build backend with support for C/C++ extension modules
+[sqlite-bro](https://pypi.org/project/sqlite-bro) | 1.3.2 | a graphic SQLite and DuckDB Client in 1 Python file
+[wheel](https://pypi.org/project/wheel) | 0.47.0 | Command line tool for manipulating wheel files
+[wppm](https://pypi.org/project/wppm) | 17.12.20260816 | pip companion: extras-aware dependency trees, offline wheelhouses, portable Pythons
+
+
+### WheelHouse packages
+
+Name | Version | Description
+-----|---------|------------
+
+
+
diff --git a/changelogs/WinPythondotf-64bit-3.14.7.1b1_History.md b/changelogs/WinPythondotf-64bit-3.14.7.1b1_History.md
new file mode 100644
index 00000000..da58eb8e
--- /dev/null
+++ b/changelogs/WinPythondotf-64bit-3.14.7.1b1_History.md
@@ -0,0 +1,24 @@
+## History of changes for WinPython-64bit 3.14.7.1b1dotf
+
+The following changes were made to WinPython-64bit distribution since version 3.14.7.0dotf.
+
+
+
+### Tools
+
+
+No differences found.
+
+### Python packages
+
+
+No differences found.
+
+### WheelHouse packages
+
+
+No differences found.
+
+
+
+* * *
diff --git a/changelogs/WinPythondotf-64bit-3.14.7.1b2.md b/changelogs/WinPythondotf-64bit-3.14.7.1b2.md
new file mode 100644
index 00000000..b1c14428
--- /dev/null
+++ b/changelogs/WinPythondotf-64bit-3.14.7.1b2.md
@@ -0,0 +1,34 @@
+## WinPython 3.14.7.1dotf
+
+The following packages are included in WinPython-64bit v3.14.7.1dotf b2.
+
+
+### Tools
+
+Name | Version | Description
+-----|---------|------------
+[Python](http://www.python.org/) | 3.14.7 | Python programming language with standard library
+
+
+### Python packages
+
+Name | Version | Description
+-----|---------|------------
+[build](https://pypi.org/project/build) | 1.5.0 | A simple, correct Python build frontend
+[colorama](https://pypi.org/project/colorama) | 0.4.6 | Cross-platform colored terminal text.
+[packaging](https://pypi.org/project/packaging) | 26.2 | Core utilities for Python packages
+[pip](https://pypi.org/project/pip) | 26.2.1 | The PyPA recommended tool for installing Python packages.
+[pyproject-hooks](https://pypi.org/project/pyproject-hooks) | 1.2.0 | Wrappers to call pyproject.toml-based build backend hooks.
+[setuptools](https://pypi.org/project/setuptools) | 83.0.0 | Most extensible Python build backend with support for C/C++ extension modules
+[sqlite-bro](https://pypi.org/project/sqlite-bro) | 1.3.2 | a graphic SQLite and DuckDB Client in 1 Python file
+[wheel](https://pypi.org/project/wheel) | 0.47.0 | Command line tool for manipulating wheel files
+[wppm](https://pypi.org/project/wppm) | 17.13.20260913 | pip companion: extras-aware dependency trees, offline wheelhouses, portable Pythons
+
+
+### WheelHouse packages
+
+Name | Version | Description
+-----|---------|------------
+
+
+
diff --git a/changelogs/WinPythondotf-64bit-3.14.8.0b3.md b/changelogs/WinPythondotf-64bit-3.14.8.0b3.md
new file mode 100644
index 00000000..a5fa27e2
--- /dev/null
+++ b/changelogs/WinPythondotf-64bit-3.14.8.0b3.md
@@ -0,0 +1,34 @@
+## WinPython 3.14.8.0dotf
+
+The following packages are included in WinPython-64bit v3.14.8.0dotf b3.
+
+
+### Tools
+
+Name | Version | Description
+-----|---------|------------
+[Python](http://www.python.org/) | 3.14.8 | Python programming language with standard library
+
+
+### Python packages
+
+Name | Version | Description
+-----|---------|------------
+[build](https://pypi.org/project/build) | 1.5.0 | A simple, correct Python build frontend
+[colorama](https://pypi.org/project/colorama) | 0.4.6 | Cross-platform colored terminal text.
+[packaging](https://pypi.org/project/packaging) | 26.2 | Core utilities for Python packages
+[pip](https://pypi.org/project/pip) | 26.2.1 | The PyPA recommended tool for installing Python packages.
+[pyproject-hooks](https://pypi.org/project/pyproject-hooks) | 1.2.0 | Wrappers to call pyproject.toml-based build backend hooks.
+[setuptools](https://pypi.org/project/setuptools) | 83.0.0 | Most extensible Python build backend with support for C/C++ extension modules
+[sqlite-bro](https://pypi.org/project/sqlite-bro) | 1.3.2 | a graphic SQLite and DuckDB Client in 1 Python file
+[wheel](https://pypi.org/project/wheel) | 0.48.0 | Command line tool for manipulating wheel files
+[wppm](https://pypi.org/project/wppm) | 17.13.20260913 | pip companion: extras-aware dependency trees, offline wheelhouses, portable Pythons
+
+
+### WheelHouse packages
+
+Name | Version | Description
+-----|---------|------------
+
+
+
diff --git a/changelogs/WinPythondotf-64bit-3.15.0.5b1.md b/changelogs/WinPythondotf-64bit-3.15.0.5b1.md
new file mode 100644
index 00000000..5dfe9f58
--- /dev/null
+++ b/changelogs/WinPythondotf-64bit-3.15.0.5b1.md
@@ -0,0 +1,34 @@
+## WinPython 3.15.0.5dotf
+
+The following packages are included in WinPython-64bit v3.15.0.5dotf b1.
+
+
+### Tools
+
+Name | Version | Description
+-----|---------|------------
+[Python](http://www.python.org/) | 3.15.0rc2 | Python programming language with standard library
+
+
+### Python packages
+
+Name | Version | Description
+-----|---------|------------
+[build](https://pypi.org/project/build) | 1.5.0 | A simple, correct Python build frontend
+[colorama](https://pypi.org/project/colorama) | 0.4.6 | Cross-platform colored terminal text.
+[packaging](https://pypi.org/project/packaging) | 26.2 | Core utilities for Python packages
+[pip](https://pypi.org/project/pip) | 26.2.1 | The PyPA recommended tool for installing Python packages.
+[pyproject-hooks](https://pypi.org/project/pyproject-hooks) | 1.2.0 | Wrappers to call pyproject.toml-based build backend hooks.
+[setuptools](https://pypi.org/project/setuptools) | 83.0.0 | Most extensible Python build backend with support for C/C++ extension modules
+[sqlite-bro](https://pypi.org/project/sqlite-bro) | 1.3.2 | a graphic SQLite and DuckDB Client in 1 Python file
+[wheel](https://pypi.org/project/wheel) | 0.47.0 | Command line tool for manipulating wheel files
+[wppm](https://pypi.org/project/wppm) | 17.12.20260816 | pip companion: extras-aware dependency trees, offline wheelhouses, portable Pythons
+
+
+### WheelHouse packages
+
+Name | Version | Description
+-----|---------|------------
+
+
+
diff --git a/changelogs/WinPythondotf-64bit-3.15.0.5b1_History.md b/changelogs/WinPythondotf-64bit-3.15.0.5b1_History.md
new file mode 100644
index 00000000..25126c84
--- /dev/null
+++ b/changelogs/WinPythondotf-64bit-3.15.0.5b1_History.md
@@ -0,0 +1,24 @@
+## History of changes for WinPython-64bit 3.15.0.5b1dotf
+
+The following changes were made to WinPython-64bit distribution since version 3.15.0.4dotf.
+
+
+
+### Tools
+
+
+Upgraded packages:
+
+### Python packages
+
+
+No differences found.
+
+### WheelHouse packages
+
+
+No differences found.
+
+
+
+* * *
diff --git a/changelogs/WinPythondotf-64bit-3.15.0.5b2.md b/changelogs/WinPythondotf-64bit-3.15.0.5b2.md
new file mode 100644
index 00000000..da74f466
--- /dev/null
+++ b/changelogs/WinPythondotf-64bit-3.15.0.5b2.md
@@ -0,0 +1,34 @@
+## WinPython 3.15.0.5dotf
+
+The following packages are included in WinPython-64bit v3.15.0.5dotf b2.
+
+
+### Tools
+
+Name | Version | Description
+-----|---------|------------
+[Python](http://www.python.org/) | 3.15.0rc2 | Python programming language with standard library
+
+
+### Python packages
+
+Name | Version | Description
+-----|---------|------------
+[build](https://pypi.org/project/build) | 1.5.0 | A simple, correct Python build frontend
+[colorama](https://pypi.org/project/colorama) | 0.4.6 | Cross-platform colored terminal text.
+[packaging](https://pypi.org/project/packaging) | 26.2 | Core utilities for Python packages
+[pip](https://pypi.org/project/pip) | 26.2.1 | The PyPA recommended tool for installing Python packages.
+[pyproject-hooks](https://pypi.org/project/pyproject-hooks) | 1.2.0 | Wrappers to call pyproject.toml-based build backend hooks.
+[setuptools](https://pypi.org/project/setuptools) | 83.0.0 | Most extensible Python build backend with support for C/C++ extension modules
+[sqlite-bro](https://pypi.org/project/sqlite-bro) | 1.3.2 | a graphic SQLite and DuckDB Client in 1 Python file
+[wheel](https://pypi.org/project/wheel) | 0.47.0 | Command line tool for manipulating wheel files
+[wppm](https://pypi.org/project/wppm) | 17.13.20260913 | pip companion: extras-aware dependency trees, offline wheelhouses, portable Pythons
+
+
+### WheelHouse packages
+
+Name | Version | Description
+-----|---------|------------
+
+
+
diff --git a/changelogs/WinPythondotf-64bit-3.15.0.5b3.md b/changelogs/WinPythondotf-64bit-3.15.0.5b3.md
new file mode 100644
index 00000000..d7e85f07
--- /dev/null
+++ b/changelogs/WinPythondotf-64bit-3.15.0.5b3.md
@@ -0,0 +1,34 @@
+## WinPython 3.15.0.5dotf
+
+The following packages are included in WinPython-64bit v3.15.0.5dotf b3.
+
+
+### Tools
+
+Name | Version | Description
+-----|---------|------------
+[Python](http://www.python.org/) | 3.15.0rc2 | Python programming language with standard library
+
+
+### Python packages
+
+Name | Version | Description
+-----|---------|------------
+[build](https://pypi.org/project/build) | 1.5.0 | A simple, correct Python build frontend
+[colorama](https://pypi.org/project/colorama) | 0.4.6 | Cross-platform colored terminal text.
+[packaging](https://pypi.org/project/packaging) | 26.2 | Core utilities for Python packages
+[pip](https://pypi.org/project/pip) | 26.2.1 | The PyPA recommended tool for installing Python packages.
+[pyproject-hooks](https://pypi.org/project/pyproject-hooks) | 1.2.0 | Wrappers to call pyproject.toml-based build backend hooks.
+[setuptools](https://pypi.org/project/setuptools) | 83.0.0 | Most extensible Python build backend with support for C/C++ extension modules
+[sqlite-bro](https://pypi.org/project/sqlite-bro) | 1.3.2 | a graphic SQLite and DuckDB Client in 1 Python file
+[wheel](https://pypi.org/project/wheel) | 0.48.0 | Command line tool for manipulating wheel files
+[wppm](https://pypi.org/project/wppm) | 17.13.20260913 | pip companion: extras-aware dependency trees, offline wheelhouses, portable Pythons
+
+
+### WheelHouse packages
+
+Name | Version | Description
+-----|---------|------------
+
+
+
diff --git a/changelogs/WinPythonslim-64bit-3.13.15.1b1.md b/changelogs/WinPythonslim-64bit-3.13.15.1b1.md
new file mode 100644
index 00000000..b5fec5a8
--- /dev/null
+++ b/changelogs/WinPythonslim-64bit-3.13.15.1b1.md
@@ -0,0 +1,555 @@
+## WinPython 3.13.15.1slim
+
+The following packages are included in WinPython-64bit v3.13.15.1slim b1.
+
+
+### Tools
+
+Name | Version | Description
+-----|---------|------------
+[Pandoc](https://pandoc.org) | 3.1.9 | an universal document converter
+[Python](http://www.python.org/) | 3.13.15 | Python programming language with standard library
+
+
+### Python packages
+
+Name | Version | Description
+-----|---------|------------
+[absl-py](https://pypi.org/project/absl-py) | 2.5.0 | Abseil Python Common Libraries, see https://github.com/abseil/abseil-py.
+[adbc-driver-manager](https://pypi.org/project/adbc-driver-manager) | 1.11.0 | A generic entrypoint for ADBC drivers.
+[aiofile](https://pypi.org/project/aiofile) | 3.11.1 | Asynchronous file operations.
+[aiofiles](https://pypi.org/project/aiofiles) | 25.1.0 | File support for asyncio.
+[aiohappyeyeballs](https://pypi.org/project/aiohappyeyeballs) | 2.7.1 | Happy Eyeballs for asyncio
+[aiohttp](https://pypi.org/project/aiohttp) | 3.14.3 | Async http client/server framework (asyncio)
+[aiosignal](https://pypi.org/project/aiosignal) | 1.4.0 | aiosignal: a list of registered asynchronous callbacks
+[aiosqlite](https://pypi.org/project/aiosqlite) | 0.22.1 | asyncio bridge to the standard sqlite3 module
+[alabaster](https://pypi.org/project/alabaster) | 1.0.0 | A light, configurable Sphinx theme
+[alembic](https://pypi.org/project/alembic) | 1.18.5 | A database migration tool for SQLAlchemy.
+[altair](https://pypi.org/project/altair) | 6.2.2 | Vega-Altair: A declarative statistical visualization library for Python.
+[annotated-doc](https://pypi.org/project/annotated-doc) | 0.0.5 | Document parameters, class attributes, return types, and variables inline, with Annotated.
+[annotated-types](https://pypi.org/project/annotated-types) | 0.8.0 | Reusable constraint types to use with typing.Annotated
+[anthropic](https://pypi.org/project/anthropic) | 0.121.0 | The official Python library for the anthropic API
+[anyio](https://pypi.org/project/anyio) | 4.14.2 | High-level concurrency and networking framework on top of asyncio or Trio
+[anywidget](https://pypi.org/project/anywidget) | 0.11.0 | custom jupyter widgets made easy
+[appdirs](https://pypi.org/project/appdirs) | 1.4.4 | A small Python module for determining appropriate platform-specific dirs, e.g. a "user data dir".
+[argcomplete](https://pypi.org/project/argcomplete) | 3.6.3 | Bash tab completion for argparse
+[argon2-cffi](https://pypi.org/project/argon2-cffi) | 25.1.0 | Argon2 for Python
+[argon2-cffi-bindings](https://pypi.org/project/argon2-cffi-bindings) | 25.1.0 | Low-level CFFI bindings for Argon2
+[array-api-compat](https://pypi.org/project/array-api-compat) | 1.15.0 | A wrapper around NumPy and other array libraries to make them compatible with the Array API standard
+[arrow](https://pypi.org/project/arrow) | 1.4.0 | Better dates & times for Python
+[asgi-csrf](https://pypi.org/project/asgi-csrf) | 0.11 | ASGI middleware for protecting against CSRF attacks
+[asgiref](https://pypi.org/project/asgiref) | 3.12.1 | ASGI specs, helper code, and adapters
+[asn1crypto](https://pypi.org/project/asn1crypto) | 1.5.1 | Fast ASN.1 parser and serializer with definitions for private keys, public keys, certificates, CRL, OCSP, CMS, PKCS#3, PKCS#7, PKCS#8, PKCS#12,
+[ast-serialize](https://pypi.org/project/ast-serialize) | 0.8.0 | Python bindings for mypy AST serialization
+[asteval](https://pypi.org/project/asteval) | 1.0.9 | Safe, minimalistic evaluator of python expression using ast module
+[astroid](https://pypi.org/project/astroid) | 4.0.4 | An abstract syntax tree for Python with inference support.
+[asttokens](https://pypi.org/project/asttokens) | 3.0.2 | Annotate AST trees with source code positions
+[async-lru](https://pypi.org/project/async-lru) | 2.3.0 | Simple LRU cache for asyncio
+[asyncssh](https://pypi.org/project/asyncssh) | 2.24.0 | AsyncSSH: Asynchronous SSHv2 client and server library
+[attrs](https://pypi.org/project/attrs) | 26.1.0 | Classes Without Boilerplate
+[authlib](https://pypi.org/project/authlib) | 1.7.2 | The ultimate Python library in building OAuth and OpenID Connect servers and clients.
+[autopep8](https://pypi.org/project/autopep8) | 2.0.4 | A tool that automatically formats Python code to conform to the PEP 8 style guide
+[azure-core](https://pypi.org/project/azure-core) | 1.41.0 | Microsoft Azure Core Library for Python
+[azure-cosmos](https://pypi.org/project/azure-cosmos) | 4.16.1 | Microsoft Azure Cosmos Client Library for Python
+[azure-identity](https://pypi.org/project/azure-identity) | 1.25.3 | Microsoft Azure Identity Library for Python
+[babel](https://pypi.org/project/babel) | 2.18.0 | Internationalization utilities
+[baresql](https://pypi.org/project/baresql) | 1.0.0 | playing SQL directly on Python datas
+[bcrypt](https://pypi.org/project/bcrypt) | 5.0.0 | Modern password hashing for your software and your servers
+[beartype](https://pypi.org/project/beartype) | 0.22.9 | Unbearably fast near-real-time pure-Python runtime-static type-checker.
+[beautifulsoup4](https://pypi.org/project/beautifulsoup4) | 4.15.0 | Screen-scraping library
+[binaryornot](https://pypi.org/project/binaryornot) | 0.6.0 | Ultra-lightweight pure Python package to check if a file is binary or text.
+[black](https://pypi.org/project/black) | 26.5.1 | The uncompromising code formatter.
+[bleach](https://pypi.org/project/bleach) | 6.4.0 | An easy safelist-based HTML-sanitizing tool.
+[blinker](https://pypi.org/project/blinker) | 1.9.0 | Fast, simple object-to-object and broadcast signaling
+[bokeh](https://pypi.org/project/bokeh) | 3.9.1 | Interactive plots and applications in the browser from Python
+[branca](https://pypi.org/project/branca) | 0.8.2 | Generate complex HTML+JS pages with Python
+[brotli](https://pypi.org/project/brotli) | 1.2.0 | Python bindings for the Brotli compression library
+[build](https://pypi.org/project/build) | 1.5.0 | A simple, correct Python build frontend
+[cachetools](https://pypi.org/project/cachetools) | 7.1.4 | Extensible memoizing collections and decorators
+[caio](https://pypi.org/project/caio) | 0.9.25 | Asynchronous file IO for Linux MacOS or Windows.
+[cattrs](https://pypi.org/project/cattrs) | 26.1.0 | Composable complex class support for attrs and dataclasses.
+[certifi](https://pypi.org/project/certifi) | 2026.1.4 | Python package for providing Mozilla's CA Bundle.
+[cffi](https://pypi.org/project/cffi) | 2.1.1 | Foreign Function Interface for Python calling C code.
+[chardet](https://pypi.org/project/chardet) | 7.4.3 | Universal character encoding detector
+[charset-normalizer](https://pypi.org/project/charset-normalizer) | 3.4.7 | The Real First Universal Charset Detector. Open, modern and actively maintained alternative to Chardet.
+[clarabel](https://pypi.org/project/clarabel) | 0.11.1 | Clarabel Conic Interior Point Solver for Rust / Python
+[click](https://pypi.org/project/click) | 8.4.2 | Composable command line interface toolkit
+[click-default-group](https://pypi.org/project/click-default-group) | 1.2.4 | click_default_group
+[cloudpickle](https://pypi.org/project/cloudpickle) | 3.1.2 | Pickler class to extend the standard pickle.Pickler functionality
+[cohere](https://pypi.org/project/cohere) | 7.0.8 | 
+[colorama](https://pypi.org/project/colorama) | 0.4.6 | Cross-platform colored terminal text.
+[colorcet](https://pypi.org/project/colorcet) | 3.2.1 | Collection of perceptually uniform colormaps
+[colorlog](https://pypi.org/project/colorlog) | 6.12.0 | Add colours to the output of Python's logging module.
+[comm](https://pypi.org/project/comm) | 0.2.3 | Jupyter Python Comm implementation, for usage in ipykernel, xeus-python etc.
+[contourpy](https://pypi.org/project/contourpy) | 1.3.3 | Python library for calculating contours of 2D quadrilateral grids
+[cookiecutter](https://pypi.org/project/cookiecutter) | 2.7.1 | A command-line utility that creates projects from project templates, e.g.
+[cryptography](https://pypi.org/project/cryptography) | 50.0.0 | cryptography is a package which provides cryptographic recipes and primitives to Python developers.
+[cvxopt](https://pypi.org/project/cvxopt) | 1.3.3 | Convex optimization package
+[cvxpy](https://pypi.org/project/cvxpy) | 1.9.2 | A domain-specific language for modeling convex optimization problems in Python.
+[cycler](https://pypi.org/project/cycler) | 0.12.1 | Composable style cycles
+[cython](https://pypi.org/project/cython) | 3.2.9 | The Cython compiler for writing C extensions in the Python language.
+[cytoolz](https://pypi.org/project/cytoolz) | 1.1.0 | Cython implementation of Toolz: High performance functional utilities
+[dask](https://pypi.org/project/dask) | 2026.7.1 | Parallel PyData with Task Scheduling
+[datasette](https://pypi.org/project/datasette) | 0.65.3 | An open source multi-tool for exploring and publishing data
+[datasette-graphql](https://pypi.org/project/datasette-graphql) | 2.2 | Datasette plugin providing an automatic GraphQL API for your SQLite databases
+[datashader](https://pypi.org/project/datashader) | 0.19.1 | Data visualization toolchain based on aggregating into a grid
+[deap](https://pypi.org/project/deap) | 1.4.4 | Distributed Evolutionary Algorithms in Python
+[debugpy](https://pypi.org/project/debugpy) | 1.8.21 | An implementation of the Debug Adapter Protocol for Python
+[decorator](https://pypi.org/project/decorator) | 5.3.1 | Decorators for Humans
+[defusedxml](https://pypi.org/project/defusedxml) | 0.7.1 | XML bomb protection for Python stdlib modules
+[diff-match-patch](https://pypi.org/project/diff-match-patch) | 20241021 | Repackaging of Google's Diff Match and Patch libraries.
+[dill](https://pypi.org/project/dill) | 0.4.1 | serialize all of Python
+[distro](https://pypi.org/project/distro) | 1.9.0 | Distro - an OS platform information API
+[dnspython](https://pypi.org/project/dnspython) | 2.8.0 | DNS toolkit
+[docstring-parser](https://pypi.org/project/docstring-parser) | 0.18.0 | Parse Python docstrings in reST, Google and Numpydoc format
+[docstring-to-markdown](https://pypi.org/project/docstring-to-markdown) | 0.17 | On the fly conversion of Python docstrings to markdown
+[docutils](https://pypi.org/project/docutils) | 0.22.4 | Docutils -- Python Documentation Utilities
+[duckdb](https://pypi.org/project/duckdb) | 1.5.5 | DuckDB in-process database
+[email-validator](https://pypi.org/project/email-validator) | 2.3.0 | A robust email address syntax and deliverability validation library.
+[entrypoints](https://pypi.org/project/entrypoints) | 0.4 | Discover and load entry points from installed packages.
+[et-xmlfile](https://pypi.org/project/et-xmlfile) | 2.0.0 | An implementation of lxml.xmlfile for the standard library
+[exceptiongroup](https://pypi.org/project/exceptiongroup) | 1.3.1 | Backport of PEP 654 (exception groups)
+[executing](https://pypi.org/project/executing) | 2.2.1 | Get the currently executing AST node of a frame, and other information
+[faker](https://pypi.org/project/faker) | 40.28.1 | Faker is a Python package that generates fake data for you.
+[fasta2a](https://pypi.org/project/fasta2a) | 0.6.1 | Convert an AI Agent into a A2A server! ✨
+[fastapi](https://pypi.org/project/fastapi) | 0.141.1 | FastAPI framework, high performance, easy to learn, fast to code, ready for production
+[fastavro](https://pypi.org/project/fastavro) | 1.12.2 | Fast read/write of AVRO files
+[fastjsonschema](https://pypi.org/project/fastjsonschema) | 2.21.2 | Fastest Python implementation of JSON schema
+[fastmcp-slim](https://pypi.org/project/fastmcp-slim) | 3.4.7 | The dependency-slim FastMCP package.
+[filelock](https://pypi.org/project/filelock) | 3.32.2 | A platform independent file lock.
+[flake8](https://pypi.org/project/flake8) | 7.1.1 | the modular source code checker: pep8 pyflakes and co
+[flask](https://pypi.org/project/flask) | 3.1.3 | A simple framework for building complex web applications.
+[flatbuffers](https://pypi.org/project/flatbuffers) | 25.12.19 | The FlatBuffers serialization format for Python
+[flexcache](https://pypi.org/project/flexcache) | 0.3 | Saves and loads to the cache a transformed versions of a source object.
+[flexparser](https://pypi.org/project/flexparser) | 0.4 | Parsing made fun ... using typing.
+[flit](https://pypi.org/project/flit) | 3.12.0 | A simple packaging tool for simple packages.
+[flit-core](https://pypi.org/project/flit-core) | 3.12.0 | Distribution-building parts of Flit. See flit package for more information
+[folium](https://pypi.org/project/folium) | 0.20.0 | Make beautiful maps with Leaflet.js & Python
+[fonttools](https://pypi.org/project/fonttools) | 4.63.0 | Tools to manipulate font files
+[foundry-local-sdk](https://pypi.org/project/foundry-local-sdk) | 0.5.1 | Foundry Local Manager Python SDK: Control-plane SDK for Foundry Local.
+[fqdn](https://pypi.org/project/fqdn) | 1.5.1 | Validates fully-qualified domain names against RFC 1123, so that they are acceptable to modern bowsers
+[frozenlist](https://pypi.org/project/frozenlist) | 1.8.0 | A list-like structure which implements collections.abc.MutableSequence
+[fsspec](https://pypi.org/project/fsspec) | 2026.7.0 | File-system specification
+[fuzzywuzzy](https://pypi.org/project/fuzzywuzzy) | 0.18.0 | Fuzzy string matching in python
+[genai-prices](https://pypi.org/project/genai-prices) | 0.0.60 | Calculate prices for calling LLM inference APIs.
+[geographiclib](https://pypi.org/project/geographiclib) | 2.1 | The geodesic routines from GeographicLib
+[geopy](https://pypi.org/project/geopy) | 2.4.1 | Python Geocoding Toolbox
+[gitdb](https://pypi.org/project/gitdb) | 4.0.12 | Git Object Database
+[gitpython](https://pypi.org/project/gitpython) | 3.1.59 | GitPython is a Python library used to interact with Git repositories
+[google-auth](https://pypi.org/project/google-auth) | 2.56.3 | Google Authentication Library
+[google-genai](https://pypi.org/project/google-genai) | 2.18.0 | GenAI Python SDK
+[graphene](https://pypi.org/project/graphene) | 3.4.3 | GraphQL Framework for Python
+[graphql-core](https://pypi.org/project/graphql-core) | 3.2.11 | GraphQL implementation for Python, a port of GraphQL.js, the JavaScript reference implementation for GraphQL.
+[graphql-relay](https://pypi.org/project/graphql-relay) | 3.2.0 | Relay library for graphql-core
+[greenlet](https://pypi.org/project/greenlet) | 3.5.5 | Lightweight in-process concurrent programming
+[griffelib](https://pypi.org/project/griffelib) | 2.1.0 | Signatures for entire Python programs.
+[groq](https://pypi.org/project/groq) | 1.6.0 | The official Python library for the groq API
+[guidata](https://pypi.org/project/guidata) | 3.14.4 | Automatic GUI generation for easy dataset editing and display
+[h11](https://pypi.org/project/h11) | 0.16.0 | A pure-Python, bring-your-own-I/O implementation of HTTP/1.1
+[h2](https://pypi.org/project/h2) | 4.4.1 | Pure-Python HTTP/2 protocol implementation
+[h5py](https://pypi.org/project/h5py) | 3.16.0 | Read and write HDF5 files from Python
+[hatchling](https://pypi.org/project/hatchling) | 1.32.0 | Modern, extensible Python build backend
+[hf-xet](https://pypi.org/project/hf-xet) | 1.6.0 | Fast transfer of large files with the Hugging Face Hub.
+[highspy](https://pypi.org/project/highspy) | 1.15.1 | A thin set of pybind11 wrappers to HiGHS
+[holoviews](https://pypi.org/project/holoviews) | 1.23.1 | A high-level plotting API for the PyData ecosystem built on HoloViews.
+[hpack](https://pypi.org/project/hpack) | 4.2.0 | Pure-Python HPACK header encoding
+[html5lib](https://pypi.org/project/html5lib) | 1.1 | HTML parser based on the WHATWG HTML specification
+[httpcore](https://pypi.org/project/httpcore) | 1.0.9 | A minimal low-level HTTP client.
+[httpcore2](https://pypi.org/project/httpcore2) | 2.10.0 | A minimal low-level HTTP client.
+[httptools](https://pypi.org/project/httptools) | 0.8.0 | A collection of framework independent HTTP protocol utils.
+[httpx](https://pypi.org/project/httpx) | 0.28.1 | The next generation HTTP client.
+[httpx-sse](https://pypi.org/project/httpx-sse) | 0.4.3 | Consume Server-Sent Event (SSE) messages with HTTPX.
+[httpx2](https://pypi.org/project/httpx2) | 2.10.0 | The next generation HTTP client.
+[huggingface-hub](https://pypi.org/project/huggingface-hub) | 1.27.0 | Client library to download and publish models, datasets and other repos on the huggingface.co hub
+[hupper](https://pypi.org/project/hupper) | 1.12.1 | Integrated process monitor for developing and reloading daemons.
+[hvplot](https://pypi.org/project/hvplot) | 0.12.2 | A high-level plotting API for the PyData ecosystem built on HoloViews.
+[hypercorn](https://pypi.org/project/hypercorn) | 0.18.0 | A ASGI Server based on Hyper libraries and inspired by Gunicorn
+[hyperframe](https://pypi.org/project/hyperframe) | 6.1.0 | Pure-Python HTTP/2 framing
+[hypothesis](https://pypi.org/project/hypothesis) | 6.155.2 | The property-based testing library for Python
+[id](https://pypi.org/project/id) | 1.6.1 | A tool for generating OIDC identities
+[idna](https://pypi.org/project/idna) | 3.18 | Internationalized Domain Names in Applications (IDNA)
+[imageio](https://pypi.org/project/imageio) | 2.37.3 | Read and write images and video across all major formats. Supports scientific and volumetric data.
+[imagesize](https://pypi.org/project/imagesize) | 1.4.1 | Getting image size from png/jpeg/jpeg2000/gif file
+[imbalanced-learn](https://pypi.org/project/imbalanced-learn) | 0.14.2 | Toolbox for imbalanced dataset in machine learning
+[importlib-metadata](https://pypi.org/project/importlib-metadata) | 8.7.1 | Read metadata from Python packages
+[inflection](https://pypi.org/project/inflection) | 0.5.1 | A port of Ruby on Rails inflector to Python
+[iniconfig](https://pypi.org/project/iniconfig) | 2.3.0 | brain-dead simple config-ini parsing
+[intervaltree](https://pypi.org/project/intervaltree) | 3.2.1 | Editable interval tree data structure for Python 2 and 3
+[ipycanvas](https://pypi.org/project/ipycanvas) | 0.14.3 | Interactive widgets library exposing the browser's Canvas API
+[ipykernel](https://pypi.org/project/ipykernel) | 6.31.0 | IPython Kernel for Jupyter
+[ipyleaflet](https://pypi.org/project/ipyleaflet) | 0.20.0 | A Jupyter widget for dynamic Leaflet maps
+[ipympl](https://pypi.org/project/ipympl) | 0.10.0 | Matplotlib Jupyter Extension
+[ipython](https://pypi.org/project/ipython) | 9.15.0 | IPython: Productive Interactive Computing
+[ipython-genutils](https://pypi.org/project/ipython-genutils) | 0.2.0 | Vestigial utilities from IPython
+[ipython-pygments-lexers](https://pypi.org/project/ipython-pygments-lexers) | 1.1.1 | Defines a variety of Pygments lexers for highlighting IPython code.
+[ipython-sql](https://pypi.org/project/ipython-sql) | 0.5.0 | RDBMS access via IPython
+[ipywidgets](https://pypi.org/project/ipywidgets) | 8.1.8 | Jupyter interactive widgets
+[isoduration](https://pypi.org/project/isoduration) | 20.11.0 | Operations with ISO 8601 durations
+[isort](https://pypi.org/project/isort) | 8.0.1 | A Python utility / library to sort Python imports.
+[itsdangerous](https://pypi.org/project/itsdangerous) | 2.2.0 | Safely pass data to untrusted environments and back.
+[janus](https://pypi.org/project/janus) | 2.0.0 | Mixed sync-async queue to interoperate between asyncio tasks and classic threads
+[jaraco-classes](https://pypi.org/project/jaraco-classes) | 3.4.0 | Utility functions for Python class constructs
+[jaraco-context](https://pypi.org/project/jaraco-context) | 6.1.2 | Useful decorators and context managers
+[jaraco-functools](https://pypi.org/project/jaraco-functools) | 4.6.0 | Functools like those found in stdlib
+[jedi](https://pypi.org/project/jedi) | 0.20.0 | An autocompletion tool for Python that can be used for text editors.
+[jellyfish](https://pypi.org/project/jellyfish) | 1.2.1 | 
+[jinja2](https://pypi.org/project/jinja2) | 3.1.6 | A very fast and expressive template engine.
+[jiter](https://pypi.org/project/jiter) | 0.16.0 | Fast iterable JSON parser.
+[joblib](https://pypi.org/project/joblib) | 1.5.3 | Lightweight pipelining with Python functions
+[joserfc](https://pypi.org/project/joserfc) | 1.7.4 | The ultimate Python library for JOSE RFCs, including JWS, JWE, JWK, JWA, JWT
+[json5](https://pypi.org/project/json5) | 0.15.0 | A Python implementation of the JSON5 data format.
+[jsonpatch](https://pypi.org/project/jsonpatch) | 1.33 | Apply JSON-Patches (RFC 6902)
+[jsonpointer](https://pypi.org/project/jsonpointer) | 3.1.1 | Identify specific nodes in a JSON document (RFC 6901)
+[jsonschema](https://pypi.org/project/jsonschema) | 4.26.0 | An implementation of JSON Schema validation for Python
+[jsonschema-specifications](https://pypi.org/project/jsonschema-specifications) | 2025.9.1 | The JSON Schema meta-schemas and vocabularies, exposed as a Registry
+[julia](https://pypi.org/project/julia) | 0.6.2 | Julia/Python bridge with IPython support.
+[jupyter](https://pypi.org/project/jupyter) | 1.1.1 | Jupyter metapackage. Install all the Jupyter components in one go.
+[jupyter-bokeh](https://pypi.org/project/jupyter-bokeh) | 4.1.0 | A Jupyter extension for rendering Bokeh content.
+[jupyter-builder](https://pypi.org/project/jupyter-builder) | 1.2.2 | JupyterLab build tools
+[jupyter-client](https://pypi.org/project/jupyter-client) | 8.8.0 | Jupyter protocol implementation and client libraries
+[jupyter-console](https://pypi.org/project/jupyter-console) | 6.6.3 | Jupyter terminal console
+[jupyter-core](https://pypi.org/project/jupyter-core) | 5.9.1 | Jupyter core package. A base package on which Jupyter projects rely.
+[jupyter-events](https://pypi.org/project/jupyter-events) | 0.12.1 | Jupyter Event System library
+[jupyter-leaflet](https://pypi.org/project/jupyter-leaflet) | 0.20.0 | ipyleaflet extensions for JupyterLab and Jupyter Notebook
+[jupyter-lsp](https://pypi.org/project/jupyter-lsp) | 2.3.1 | Multi-Language Server WebSocket proxy for Jupyter Notebook/Lab server
+[jupyter-server](https://pypi.org/project/jupyter-server) | 2.20.0 | The backend—i.e. core services, APIs, and REST endpoints—to Jupyter web applications.
+[jupyter-server-terminals](https://pypi.org/project/jupyter-server-terminals) | 0.5.4 | A Jupyter Server Extension Providing Terminals.
+[jupyterlab](https://pypi.org/project/jupyterlab) | 4.6.3 | JupyterLab computational environment
+[jupyterlab-pygments](https://pypi.org/project/jupyterlab-pygments) | 0.3.0 | Pygments theme using JupyterLab CSS variables
+[jupyterlab-server](https://pypi.org/project/jupyterlab-server) | 2.28.0 | A set of server components for JupyterLab and JupyterLab like applications.
+[jupyterlab-widgets](https://pypi.org/project/jupyterlab-widgets) | 3.0.16 | Jupyter interactive widgets for JupyterLab
+[keras](https://pypi.org/project/keras) | 3.15.1 | Multi-backend Keras
+[keyring](https://pypi.org/project/keyring) | 25.7.0 | Store and access your passwords safely.
+[kiwisolver](https://pypi.org/project/kiwisolver) | 1.5.0 | A fast implementation of the Cassowary constraint solver
+[langchain](https://pypi.org/project/langchain) | 1.3.15 | Building applications with LLMs through composability
+[langchain-core](https://pypi.org/project/langchain-core) | 1.5.5 | Building applications with LLMs through composability
+[langchain-protocol](https://pypi.org/project/langchain-protocol) | 0.0.18 | Python bindings for the LangChain agent streaming protocol
+[langgraph](https://pypi.org/project/langgraph) | 1.2.11 | Building stateful, multi-actor applications with LLMs
+[langgraph-checkpoint](https://pypi.org/project/langgraph-checkpoint) | 4.1.1 | Library with base interfaces for LangGraph checkpoint savers.
+[langgraph-prebuilt](https://pypi.org/project/langgraph-prebuilt) | 1.1.0 | Library with high-level APIs for creating and executing LangGraph agents and tools.
+[langgraph-sdk](https://pypi.org/project/langgraph-sdk) | 0.4.2 | SDK for interacting with LangGraph API
+[langsmith](https://pypi.org/project/langsmith) | 0.11.0 | Client library to connect to the LangSmith Observability and Evaluation Platform.
+[lark](https://pypi.org/project/lark) | 1.3.1 | a modern parsing library
+[lazy-loader](https://pypi.org/project/lazy-loader) | 0.5 | Makes it easy to load subpackages and functions on demand.
+[librt](https://pypi.org/project/librt) | 0.15.0 | Mypyc runtime library
+[linkify-it-py](https://pypi.org/project/linkify-it-py) | 2.0.3 | Links recognition library with FULL unicode support.
+[llvmlite](https://pypi.org/project/llvmlite) | 0.49.0 | lightweight wrapper around basic LLVM functionality
+[lmfit](https://pypi.org/project/lmfit) | 1.3.4 | Least-Squares Minimization with Bounds and Constraints
+[locket](https://pypi.org/project/locket) | 1.0.0 | File-based locks for Python on Linux and Windows
+[logfire-api](https://pypi.org/project/logfire-api) | 4.33.0 | Shim for the Logfire SDK which does nothing unless Logfire is installed
+[lsprotocol](https://pypi.org/project/lsprotocol) | 2025.0.0 | Python types for Language Server Protocol.
+[lxml](https://pypi.org/project/lxml) | 6.1.0 | Powerful and Pythonic XML processing library combining libxml2/libxslt with the ElementTree API.
+[magika](https://pypi.org/project/magika) | 0.6.2 | A tool to determine the content type of a file with deep learning
+[mako](https://pypi.org/project/mako) | 1.3.12 | A super-fast templating language that borrows the best ideas from the existing templating languages.
+[markdown](https://pypi.org/project/markdown) | 3.10.2 | Python implementation of John Gruber's Markdown.
+[markdown-it-py](https://pypi.org/project/markdown-it-py) | 4.2.0 | Python port of markdown-it. Markdown parsing, done right!
+[markdownify](https://pypi.org/project/markdownify) | 1.2.2 | Convert HTML to markdown.
+[markitdown](https://pypi.org/project/markitdown) | 0.1.6 | Utility tool for converting various files to Markdown
+[markupsafe](https://pypi.org/project/markupsafe) | 3.0.3 | Safely add untrusted strings to HTML/XML markup.
+[matplotlib](https://pypi.org/project/matplotlib) | 3.11.1 | Python plotting package
+[matplotlib-inline](https://pypi.org/project/matplotlib-inline) | 0.2.2 | Inline Matplotlib backend for Jupyter
+[maturin](https://pypi.org/project/maturin) | 1.14.1 | Build and publish crates with pyo3, cffi and uniffi bindings as well as rust binaries as python packages
+[mccabe](https://pypi.org/project/mccabe) | 0.7.0 | McCabe checker, plugin for flake8
+[mcp](https://pypi.org/project/mcp) | 1.29.0 | Model Context Protocol SDK
+[mdit-py-plugins](https://pypi.org/project/mdit-py-plugins) | 0.6.1 | Collection of plugins for markdown-it-py
+[mdurl](https://pypi.org/project/mdurl) | 0.1.2 | Markdown URL utilities
+[mercantile](https://pypi.org/project/mercantile) | 1.2.1 | Web mercator XYZ tile utilities
+[mergedeep](https://pypi.org/project/mergedeep) | 1.3.4 | A deep merge function for 🐍.
+[missingno](https://pypi.org/project/missingno) | 0.5.2 | Missing data visualization module for Python.
+[mistune](https://pypi.org/project/mistune) | 3.3.4 | A sane and fast Markdown parser with useful plugins and renderers
+[mizani](https://pypi.org/project/mizani) | 0.14.4 | Scales for Python
+[ml-dtypes](https://pypi.org/project/ml-dtypes) | 0.5.4 | ml_dtypes is a stand-alone implementation of several NumPy dtype extensions used in machine learning.
+[mlxtend](https://pypi.org/project/mlxtend) | 0.25.0 | Machine Learning Library Extensions
+[moocore](https://pypi.org/project/moocore) | 0.3.2 | Core Algorithms for Multi-Objective Optimization
+[more-itertools](https://pypi.org/project/more-itertools) | 11.1.0 | More routines for operating on iterables, beyond itertools
+[mpld3](https://pypi.org/project/mpld3) | 0.5.12 | D3 Viewer for Matplotlib
+[mpmath](https://pypi.org/project/mpmath) | 1.3.0 | Python library for arbitrary-precision floating-point arithmetic
+[msal](https://pypi.org/project/msal) | 1.37.0 | The Microsoft Authentication Library (MSAL) for Python library enables your app to access the Microsoft Cloud by supporting authentication of us
+[msal-extensions](https://pypi.org/project/msal-extensions) | 1.3.1 | Microsoft Authentication Library extensions (MSAL EX) provides a persistence API that can save your data on disk, encrypted on Windows, macOS an
+[mssql-python](https://pypi.org/project/mssql-python) | 1.13.0 | A Python library for interacting with Microsoft SQL Server
+[mssql-python-odbc](https://pypi.org/project/mssql-python-odbc) | 18.6.2.1 | Internal implementation package for mssql-python: Microsoft ODBC Driver 18 for SQL Server binaries. Not intended for direct use.
+[multidict](https://pypi.org/project/multidict) | 6.7.1 | multidict implementation
+[multipledispatch](https://pypi.org/project/multipledispatch) | 1.0.0 | Multiple dispatch
+[mypy](https://pypi.org/project/mypy) | 2.3.0 | Optional static typing for Python
+[mypy-extensions](https://pypi.org/project/mypy-extensions) | 1.1.0 | Type system extensions for programs checked with the mypy type checker.
+[mysql-connector-python](https://pypi.org/project/mysql-connector-python) | 9.7.0 | A self-contained Python driver for communicating with MySQL servers, using an API that is compliant with the Python Database API Specification v
+[namex](https://pypi.org/project/namex) | 0.1.0 | A simple utility to separate the implementation of your Python package and its public API surface.
+[narwhals](https://pypi.org/project/narwhals) | 2.24.0 | Extremely lightweight compatibility layer between dataframe libraries
+[nbclient](https://pypi.org/project/nbclient) | 0.11.0 | A client library for executing notebooks. Formerly nbconvert's ExecutePreprocessor.
+[nbconvert](https://pypi.org/project/nbconvert) | 7.17.1 | Convert Jupyter Notebooks (.ipynb files) to other formats.
+[nbformat](https://pypi.org/project/nbformat) | 5.10.4 | The Jupyter Notebook format
+[nest-asyncio](https://pypi.org/project/nest-asyncio) | 1.6.0 | Patch asyncio to allow nested event loops
+[networkx](https://pypi.org/project/networkx) | 3.6.1 | Python package for creating and manipulating graphs and networks
+[nh3](https://pypi.org/project/nh3) | 0.3.3 | Python binding to Ammonia HTML sanitizer Rust crate
+[nltk](https://pypi.org/project/nltk) | 3.10.3 | Natural Language Toolkit
+[notebook](https://pypi.org/project/notebook) | 7.6.2 | Jupyter Notebook - A web-based notebook environment for interactive computing
+[notebook-shim](https://pypi.org/project/notebook-shim) | 0.2.4 | A shim layer for notebook traits and config
+[numba](https://pypi.org/project/numba) | 0.67.0 | compiling Python code using LLVM
+[numpy](https://pypi.org/project/numpy) | 2.5.2 | Fundamental package for array computing in Python
+[numpydoc](https://pypi.org/project/numpydoc) | 1.10.0 | Sphinx extension to support docstrings in Numpy format
+[onnxruntime](https://pypi.org/project/onnxruntime) | 1.28.0 | ONNX Runtime is a runtime accelerator for Machine Learning models
+[onnxruntime-genai](https://pypi.org/project/onnxruntime-genai) | 0.15.2 | ONNX Runtime GenAI
+[openai](https://pypi.org/project/openai) | 3.1.0 | The official Python library for the openai API
+[opencv-python](https://pypi.org/project/opencv-python) | 5.0.0.93 | Wrapper package for OpenCV python bindings.
+[openpyxl](https://pypi.org/project/openpyxl) | 3.1.5 | A Python library to read/write Excel 2010 xlsx/xlsm files
+[opentelemetry-api](https://pypi.org/project/opentelemetry-api) | 1.41.1 | OpenTelemetry Python API
+[optree](https://pypi.org/project/optree) | 0.19.0 | Optimized PyTree Utilities.
+[optuna](https://pypi.org/project/optuna) | 4.9.0 | A hyperparameter optimization framework
+[orjson](https://pypi.org/project/orjson) | 3.11.8 | Fast, correct Python JSON library supporting dataclasses, datetimes, and numpy
+[ormsgpack](https://pypi.org/project/ormsgpack) | 1.12.2 | Fast, correct Python msgpack library supporting dataclasses, datetimes, and numpy
+[osqp](https://pypi.org/project/osqp) | 1.1.3 | OSQP: The Operator Splitting QP Solver
+[outcome](https://pypi.org/project/outcome) | 1.3.0.post0 | Capture the outcome of Python function calls.
+[packaging](https://pypi.org/project/packaging) | 26.2 | Core utilities for Python packages
+[pandas](https://pypi.org/project/pandas) | 3.0.5 | Powerful data structures for data analysis, time series, and statistics
+[pandocfilters](https://pypi.org/project/pandocfilters) | 1.5.1 | Utilities for writing pandoc filters in python
+[panel](https://pypi.org/project/panel) | 1.9.3 | The powerful data exploration & web app framework for Python.
+[panel-material-ui](https://pypi.org/project/panel-material-ui) | 0.14.0 | An extension to bring MaterialUI components to Panel.
+[papermill](https://pypi.org/project/papermill) | 2.7.0 | Parameterize and run Jupyter and nteract Notebooks
+[param](https://pypi.org/project/param) | 2.4.1 | Declarative parameters for robust Python classes and a rich API for reactive programming
+[parso](https://pypi.org/project/parso) | 0.8.7 | A Python Parser
+[partd](https://pypi.org/project/partd) | 1.4.2 | Appendable key-value storage
+[pathspec](https://pypi.org/project/pathspec) | 1.1.1 | Utility library for gitignore style pattern matching of file paths.
+[patsy](https://pypi.org/project/patsy) | 1.0.2 | A Python package for describing statistical models and for building design matrices.
+[pep8](https://pypi.org/project/pep8) | 1.7.1 | Python style guide checker
+[pexpect](https://pypi.org/project/pexpect) | 4.9.0 | Pexpect allows easy control of interactive console applications.
+[pg8000](https://pypi.org/project/pg8000) | 1.31.5 | PostgreSQL interface library
+[pickleshare](https://pypi.org/project/pickleshare) | 0.7.5 | Tiny 'shelve'-like database with concurrency support
+[pillow](https://pypi.org/project/pillow) | 12.3.0 | Python Imaging Library (fork)
+[pip](https://pypi.org/project/pip) | 26.2.1 | The PyPA recommended tool for installing Python packages.
+[pipdeptree](https://pypi.org/project/pipdeptree) | 3.1.0 | Command line utility to show dependency tree of packages.
+[platformdirs](https://pypi.org/project/platformdirs) | 4.10.0 | A small Python package for determining appropriate platform-specific dirs, e.g. a `user data dir`.
+[plotly](https://pypi.org/project/plotly) | 6.9.0 | An open-source interactive data visualization library for Python
+[plotnine](https://pypi.org/project/plotnine) | 0.15.7 | A Grammar of Graphics for Python
+[plotpy](https://pypi.org/project/plotpy) | 2.10.0 | Curve and image plotting tools for Python/Qt applications
+[pluggy](https://pypi.org/project/pluggy) | 1.6.0 | plugin and hook calling mechanisms for python
+[polars](https://pypi.org/project/polars) | 1.43.2 | Blazingly fast DataFrame library
+[polars-runtime-32](https://pypi.org/project/polars-runtime-32) | 1.43.2 | Blazingly fast DataFrame library
+[prettytable](https://pypi.org/project/prettytable) | 3.18.0 | A simple Python library for easily displaying tabular data in a visually appealing ASCII table format
+[prince](https://pypi.org/project/prince) | 0.19.0 | Factor analysis in Python: PCA, CA, MCA, MFA, FAMD, GPA, PGA
+[priority](https://pypi.org/project/priority) | 2.0.0 | A pure-Python implementation of the HTTP/2 priority tree
+[prometheus-client](https://pypi.org/project/prometheus-client) | 0.26.0 | Python client for the Prometheus monitoring system.
+[prompt-toolkit](https://pypi.org/project/prompt-toolkit) | 3.0.52 | Library for building powerful interactive command lines in Python
+[propcache](https://pypi.org/project/propcache) | 0.5.2 | Accelerated property cache
+[protobuf](https://pypi.org/project/protobuf) | 7.35.1 | 
+[psutil](https://pypi.org/project/psutil) | 7.2.2 | Cross-platform lib for process and system monitoring.
+[psycopg2](https://pypi.org/project/psycopg2) | 2.9.12 | psycopg2 - Python-PostgreSQL Database Adapter
+[psygnal](https://pypi.org/project/psygnal) | 0.15.1 | Fast python callback/event system modeled after Qt Signals
+[ptpython](https://pypi.org/project/ptpython) | 3.0.32 | Python REPL build on top of prompt_toolkit
+[ptyprocess](https://pypi.org/project/ptyprocess) | 0.7.0 | Run a subprocess in a pseudo terminal
+[pure-eval](https://pypi.org/project/pure-eval) | 0.2.3 | Safely evaluate AST nodes without side effects
+[py-key-value-aio](https://pypi.org/project/py-key-value-aio) | 0.4.5 | Async Key-Value Store - A pluggable interface for KV Stores
+[pyarrow](https://pypi.org/project/pyarrow) | 24.0.0 | Python library for Apache Arrow
+[pyasn1](https://pypi.org/project/pyasn1) | 0.6.4 | Pure-Python implementation of ASN.1 types and DER/BER/CER codecs (X.208)
+[pyasn1-modules](https://pypi.org/project/pyasn1-modules) | 0.4.2 | A collection of ASN.1-based protocols modules
+[pybind11](https://pypi.org/project/pybind11) | 3.1.0 | Seamless operability between C++11 and Python
+[pycodestyle](https://pypi.org/project/pycodestyle) | 2.12.1 | Python style guide checker
+[pycparser](https://pypi.org/project/pycparser) | 3.0 | C parser in Python
+[pyct](https://pypi.org/project/pyct) | 0.6.0 | Python package common tasks for users (e.g. copy examples, fetch data, ...)
+[pydantic](https://pypi.org/project/pydantic) | 2.13.4 | Data validation using Python type hints
+[pydantic-ai-slim](https://pypi.org/project/pydantic-ai-slim) | 1.106.0 | Agent Framework / shim to use Pydantic with LLMs, slim package
+[pydantic-core](https://pypi.org/project/pydantic-core) | 2.46.4 | Core functionality for Pydantic validation and serialization
+[pydantic-evals](https://pypi.org/project/pydantic-evals) | 1.106.0 | Framework for evaluating stochastic code execution, especially code making use of LLMs
+[pydantic-graph](https://pypi.org/project/pydantic-graph) | 1.106.0 | Graph and state machine library
+[pydantic-settings](https://pypi.org/project/pydantic-settings) | 2.14.2 | Settings management using Pydantic
+[pydeck](https://pypi.org/project/pydeck) | 0.9.3 | Widget for deck.gl maps
+[pydocstyle](https://pypi.org/project/pydocstyle) | 6.3.0 | Python docstring style checker
+[pydot](https://pypi.org/project/pydot) | 4.0.1 | Python interface to Graphviz's Dot
+[pyflakes](https://pypi.org/project/pyflakes) | 3.2.0 | passive checker of Python programs
+[pygithub](https://pypi.org/project/pygithub) | 2.8.1 | Use the full Github API v3
+[pygments](https://pypi.org/project/pygments) | 2.20.0 | Pygments is a syntax highlighting package written in Python.
+[pyjwt](https://pypi.org/project/pyjwt) | 2.13.0 | JSON Web Token implementation in Python
+[pylint](https://pypi.org/project/pylint) | 4.0.6 | python code static checker
+[pylint-venv](https://pypi.org/project/pylint-venv) | 3.0.4 | pylint-venv provides a Pylint init-hook to use the same Pylint installation with different virtual environments.
+[pyls-spyder](https://pypi.org/project/pyls-spyder) | 0.4.0 | Spyder extensions for the python-lsp-server
+[pympler](https://pypi.org/project/pympler) | 1.1 | A development tool to measure, monitor and analyze the memory behavior of Python objects.
+[pynacl](https://pypi.org/project/pynacl) | 1.6.2 | Python binding to the Networking and Cryptography (NaCl) library
+[pynndescent](https://pypi.org/project/pynndescent) | 0.6.0 | Nearest Neighbor Descent
+[pyodbc](https://pypi.org/project/pyodbc) | 5.3.0 | DB API module for ODBC
+[pyomo](https://pypi.org/project/pyomo) | 6.10.1 | The Pyomo optimization modeling framework
+[pypandoc](https://pypi.org/project/pypandoc) | 1.15 | Thin wrapper for pandoc.
+[pyparsing](https://pypi.org/project/pyparsing) | 3.3.2 | pyparsing - Classes and methods to define and execute parsing grammars
+[pypdf](https://pypi.org/project/pypdf) | 6.16.2 | A pure-python PDF library capable of splitting, merging, cropping, and transforming PDF files
+[pyperclip](https://pypi.org/project/pyperclip) | 1.11.0 | A cross-platform clipboard module for Python. (Only handles plain text for now.)
+[pyproject-hooks](https://pypi.org/project/pyproject-hooks) | 1.2.0 | Wrappers to call pyproject.toml-based build backend hooks.
+[pyqt5](https://pypi.org/project/pyqt5) | 5.15.11 | Python bindings for the Qt cross platform application toolkit
+[pyqt5-qt5](https://pypi.org/project/pyqt5-qt5) | 5.15.2 | The subset of a Qt installation needed by PyQt5.
+[pyqt5-sip](https://pypi.org/project/pyqt5-sip) | 12.17.1 | The sip module support for PyQt5
+[pyqtgraph](https://pypi.org/project/pyqtgraph) | 0.14.0 | Scientific Graphics and GUI Library for Python
+[pyqtwebengine](https://pypi.org/project/pyqtwebengine) | 5.15.7 | Python bindings for the Qt WebEngine framework
+[pyqtwebengine-qt5](https://pypi.org/project/pyqtwebengine-qt5) | 5.15.2 | The subset of a Qt installation needed by PyQtWebEngine.
+[pyserial](https://pypi.org/project/pyserial) | 3.5 | Python Serial Port Extension
+[pyspnego](https://pypi.org/project/pyspnego) | 0.12.0 | Windows Negotiate Authentication Client and Server
+[pytest](https://pypi.org/project/pytest) | 9.0.3 | pytest: simple powerful testing with Python
+[python-barcode](https://pypi.org/project/python-barcode) | 0.16.1 | Create standard barcodes with Python. No external modules needed. (optional Pillow support included).
+[python-dateutil](https://pypi.org/project/python-dateutil) | 2.9.0.post0 | Extensions to the standard Python datetime module
+[python-dotenv](https://pypi.org/project/python-dotenv) | 1.2.2 | Read key-value pairs from a .env file and set them as environment variables
+[python-json-logger](https://pypi.org/project/python-json-logger) | 4.1.0 | JSON Log Formatter for the Python Logging Package
+[python-lsp-black](https://pypi.org/project/python-lsp-black) | 2.0.0 | Black plugin for the Python LSP Server
+[python-lsp-jsonrpc](https://pypi.org/project/python-lsp-jsonrpc) | 1.1.2 | JSON RPC 2.0 server library
+[python-lsp-ruff](https://pypi.org/project/python-lsp-ruff) | 2.3.0 | Ruff linting plugin for pylsp
+[python-lsp-server](https://pypi.org/project/python-lsp-server) | 1.15.0 | Python Language Server for the Language Server Protocol
+[python-multipart](https://pypi.org/project/python-multipart) | 0.0.32 | A streaming multipart parser for Python
+[python-slugify](https://pypi.org/project/python-slugify) | 8.0.4 | A Python slugify application that also handles Unicode
+[pythonqwt](https://pypi.org/project/pythonqwt) | 0.16.3 | Qt plotting widgets for Python
+[pytokens](https://pypi.org/project/pytokens) | 0.4.1 | A Fast, spec compliant Python 3.14+ tokenizer that runs on older Pythons.
+[pytoolconfig](https://pypi.org/project/pytoolconfig) | 1.3.1 | Python tool configuration
+[pyuca](https://pypi.org/project/pyuca) | 1.2 | a Python implementation of the Unicode Collation Algorithm
+[pyusb](https://pypi.org/project/pyusb) | 1.3.1 | Easy USB access for Python
+[pyvisa](https://pypi.org/project/pyvisa) | 1.16.2 | Python VISA bindings for GPIB, RS232, TCPIP and USB instruments
+[pyviz-comms](https://pypi.org/project/pyviz-comms) | 3.0.6 | A JupyterLab extension for rendering HoloViz content.
+[pywavelets](https://pypi.org/project/pywavelets) | 1.9.0 | PyWavelets, wavelet transform module
+[pywin32](https://pypi.org/project/pywin32) | 312 | Python for Windows Extensions
+[pywin32-ctypes](https://pypi.org/project/pywin32-ctypes) | 0.2.3 | A (partial) reimplementation of pywin32 using ctypes/cffi
+[pywinpty](https://pypi.org/project/pywinpty) | 3.0.5 | Pseudo terminal support for Windows from Python.
+[pyyaml](https://pypi.org/project/pyyaml) | 6.0.3 | YAML parser and emitter for Python
+[pyzmq](https://pypi.org/project/pyzmq) | 27.1.0 | Python bindings for 0MQ
+[qdarkstyle](https://pypi.org/project/qdarkstyle) | 3.2.3 | The most complete dark/light style sheet for C++/Python and Qt applications
+[qdldl](https://pypi.org/project/qdldl) | 0.1.9.post1 | QDLDL, a free LDL factorization routine.
+[qrcode](https://pypi.org/project/qrcode) | 8.2 | QR Code image generator
+[qstylizer](https://pypi.org/project/qstylizer) | 0.2.4 | Stylesheet Generator for PyQt{4-5}/PySide{1-2}
+[qtawesome](https://pypi.org/project/qtawesome) | 1.4.2 | FontAwesome icons in PyQt and PySide applications
+[qtconsole](https://pypi.org/project/qtconsole) | 5.7.2 | Jupyter Qt console
+[qtpy](https://pypi.org/project/qtpy) | 2.4.3 | Provides an abstraction layer on top of the various Qt bindings (PyQt5/6 and PySide2/6).
+[quantecon](https://pypi.org/project/quantecon) | 0.11.4 | Import the main names to top level.
+[quart](https://pypi.org/project/quart) | 0.20.0 | A Python ASGI web framework with the same API as Flask
+[rapidfuzz](https://pypi.org/project/rapidfuzz) | 3.14.5 | rapid fuzzy string matching
+[readme-renderer](https://pypi.org/project/readme-renderer) | 44.0 | readme_renderer is a library for rendering readme descriptions for Warehouse
+[redis](https://pypi.org/project/redis) | 8.1.0 | Python client for Redis database and key-value store
+[referencing](https://pypi.org/project/referencing) | 0.37.0 | JSON Referencing + Python
+[regex](https://pypi.org/project/regex) | 2026.7.19 | Alternative regular expression module, to replace re.
+[reportlab](https://pypi.org/project/reportlab) | 5.0.0 | The Reportlab Toolkit
+[requests](https://pypi.org/project/requests) | 2.34.2 | Python HTTP for Humans.
+[requests-ntlm](https://pypi.org/project/requests-ntlm) | 1.3.0 | This package allows for HTTP NTLM authentication using the requests library.
+[requests-toolbelt](https://pypi.org/project/requests-toolbelt) | 1.0.0 | A utility belt for advanced users of python-requests
+[rfc3339-validator](https://pypi.org/project/rfc3339-validator) | 0.1.4 | A pure python RFC3339 validator
+[rfc3986](https://pypi.org/project/rfc3986) | 2.0.0 | Validating URI References per RFC 3986
+[rfc3986-validator](https://pypi.org/project/rfc3986-validator) | 0.1.1 | Pure python rfc3986 validator
+[rfc3987-syntax](https://pypi.org/project/rfc3987-syntax) | 1.1.0 | Helper functions to syntactically validate strings according to RFC 3987.
+[rich](https://pypi.org/project/rich) | 15.0.0 | Render rich text, tables, progress bars, syntax highlighting, markdown and more to the terminal
+[roman-numerals](https://pypi.org/project/roman-numerals) | 4.1.0 | Manipulate well-formed Roman numerals
+[rope](https://pypi.org/project/rope) | 1.14.0 | a python refactoring library...
+[rpds-py](https://pypi.org/project/rpds-py) | 2026.6.3 | Python bindings to Rust's persistent data structures (rpds)
+[rtree](https://pypi.org/project/rtree) | 1.4.1 | R-Tree spatial index for Python GIS
+[ruff](https://pypi.org/project/ruff) | 0.16.1 | An extremely fast Python linter and code formatter, written in Rust.
+[rx](https://pypi.org/project/rx) | 3.2.0 | Reactive Extensions (Rx) for Python
+[scikit-image](https://pypi.org/project/scikit-image) | 0.26.0 | Image processing in Python
+[scikit-learn](https://pypi.org/project/scikit-learn) | 1.9.0 | A set of python modules for machine learning and data mining
+[scipy](https://pypi.org/project/scipy) | 1.18.1 | Fundamental algorithms for scientific computing in Python
+[scramp](https://pypi.org/project/scramp) | 1.4.17 | An implementation of the SCRAM protocol.
+[scs](https://pypi.org/project/scs) | 3.2.11 | Splitting conic solver
+[seaborn](https://pypi.org/project/seaborn) | 0.13.2 | Statistical data visualization
+[send2trash](https://pypi.org/project/send2trash) | 2.1.0 | Send file to trash natively under Mac OS X, Windows and Linux
+[setuptools](https://pypi.org/project/setuptools) | 83.0.0 | Most extensible Python build backend with support for C/C++ extension modules
+[shapely](https://pypi.org/project/shapely) | 2.1.2 | Manipulation and analysis of geometric objects
+[shellingham](https://pypi.org/project/shellingham) | 1.5.4 | Tool to Detect Surrounding Shell
+[simplejson](https://pypi.org/project/simplejson) | 4.1.1 | Simple, fast, extensible JSON encoder/decoder for Python
+[simpy](https://pypi.org/project/simpy) | 4.1.2 | Event discrete, process based simulation for Python.
+[six](https://pypi.org/project/six) | 1.17.0 | Python 2 and 3 compatibility utilities
+[sklearn-compat](https://pypi.org/project/sklearn-compat) | 0.1.6 | Ease support for compatible scikit-learn estimators across versions
+[skrub](https://pypi.org/project/skrub) | 0.10.0 | Machine learning with dataframes
+[smmap](https://pypi.org/project/smmap) | 5.0.3 | A pure Python implementation of a sliding window memory map manager
+[sniffio](https://pypi.org/project/sniffio) | 1.3.1 | Sniff out which async library your code is running under
+[snowballstemmer](https://pypi.org/project/snowballstemmer) | 3.1.1 | This package provides 36 stemmers for 34 languages generated from Snowball algorithms.
+[sortedcontainers](https://pypi.org/project/sortedcontainers) | 2.4.0 | Sorted Containers -- Sorted List, Sorted Dict, Sorted Set
+[sounddevice](https://pypi.org/project/sounddevice) | 0.5.5 | Play and Record Sound with Python
+[soundfile](https://pypi.org/project/soundfile) | 0.14.0 | An audio library based on libsndfile, CFFI and NumPy
+[soupsieve](https://pypi.org/project/soupsieve) | 2.9.2 | A modern CSS selector implementation for Beautiful Soup.
+[sparsediffpy](https://pypi.org/project/sparsediffpy) | 0.3.0 | Python bindings for SparseDiffEngine algorithmic differentiation
+[sphinx](https://pypi.org/project/sphinx) | 9.1.0 | Python documentation generator
+[sphinx-rtd-theme](https://pypi.org/project/sphinx-rtd-theme) | 3.1.0 | Read the Docs theme for Sphinx
+[sphinxcontrib-applehelp](https://pypi.org/project/sphinxcontrib-applehelp) | 2.0.0 | sphinxcontrib-applehelp is a Sphinx extension which outputs Apple help books
+[sphinxcontrib-devhelp](https://pypi.org/project/sphinxcontrib-devhelp) | 2.0.0 | sphinxcontrib-devhelp is a sphinx extension which outputs Devhelp documents
+[sphinxcontrib-htmlhelp](https://pypi.org/project/sphinxcontrib-htmlhelp) | 2.1.0 | sphinxcontrib-htmlhelp is a sphinx extension which renders HTML help files
+[sphinxcontrib-jquery](https://pypi.org/project/sphinxcontrib-jquery) | 4.1 | Extension to include jQuery on newer Sphinx releases
+[sphinxcontrib-jsmath](https://pypi.org/project/sphinxcontrib-jsmath) | 1.0.1 | A sphinx extension which renders display math in HTML via JavaScript
+[sphinxcontrib-qthelp](https://pypi.org/project/sphinxcontrib-qthelp) | 2.0.0 | sphinxcontrib-qthelp is a sphinx extension which outputs QtHelp documents
+[sphinxcontrib-serializinghtml](https://pypi.org/project/sphinxcontrib-serializinghtml) | 2.0.0 | sphinxcontrib-serializinghtml is a sphinx extension which outputs "serialized" HTML files (json and pickle)
+[spyder](https://pypi.org/project/spyder) | 6.1.6 | The Scientific Python Development Environment
+[spyder-kernels](https://pypi.org/project/spyder-kernels) | 3.1.5 | Jupyter kernels for Spyder's console
+[sqlalchemy](https://pypi.org/project/sqlalchemy) | 2.0.51 | Database Abstraction Library
+[sqlite-bro](https://pypi.org/project/sqlite-bro) | 1.3.2 | a graphic SQLite and DuckDB Client in 1 Python file
+[sqlite-fts4](https://pypi.org/project/sqlite-fts4) | 1.0.3 | Python functions for working with SQLite FTS4 search
+[sqlite-utils](https://pypi.org/project/sqlite-utils) | 4.1.1 | CLI tool and Python library for manipulating SQLite databases
+[sqlparse](https://pypi.org/project/sqlparse) | 0.6.0 | A non-validating SQL parser.
+[squarify](https://pypi.org/project/squarify) | 0.4.4 | Pure Python implementation of the squarify treemap layout algorithm
+[sse-starlette](https://pypi.org/project/sse-starlette) | 3.4.8 | SSE plugin for Starlette
+[sspilib](https://pypi.org/project/sspilib) | 0.5.0 | SSPI API bindings for Python
+[stack-data](https://pypi.org/project/stack-data) | 0.6.3 | Extract data from python stack frames and tracebacks for informative displays
+[starlette](https://pypi.org/project/starlette) | 1.6.0 | The little ASGI library that shines.
+[statsmodels](https://pypi.org/project/statsmodels) | 0.14.6 | Statistical computations and models for Python
+[streamlit](https://pypi.org/project/streamlit) | 1.60.0 | A faster way to build and share data apps
+[streamlit-bokeh](https://pypi.org/project/streamlit-bokeh) | 3.9.1 | Streamlit component that allows you to render Bokeh charts
+[superqt](https://pypi.org/project/superqt) | 0.8.2 | Missing widgets and components for PyQt/PySide
+[sympy](https://pypi.org/project/sympy) | 1.14.0 | Computer algebra system (CAS) in Python
+[tabulate](https://pypi.org/project/tabulate) | 0.10.0 | Pretty-print tabular data
+[tenacity](https://pypi.org/project/tenacity) | 9.1.4 | Retry code until it succeeds
+[termcolor](https://pypi.org/project/termcolor) | 3.3.0 | ANSI color formatting for output in terminal
+[terminado](https://pypi.org/project/terminado) | 0.18.1 | Tornado websocket backend for the Xterm.js Javascript terminal emulator library.
+[text-unidecode](https://pypi.org/project/text-unidecode) | 1.3 | The most basic Text::Unidecode port
+[textdistance](https://pypi.org/project/textdistance) | 4.6.3 | Compute distance between the two texts.
+[thefuzz](https://pypi.org/project/thefuzz) | 0.22.1 | Fuzzy string matching in python
+[threadpoolctl](https://pypi.org/project/threadpoolctl) | 3.6.0 | threadpoolctl
+[three-merge](https://pypi.org/project/three-merge) | 0.1.1 | Simple library for merging two strings with respect to a base one
+[tifffile](https://pypi.org/project/tifffile) | 2026.4.11 | Read and write TIFF files
+[tiktoken](https://pypi.org/project/tiktoken) | 0.12.0 | tiktoken is a fast BPE tokeniser for use with OpenAI's models
+[tinycss2](https://pypi.org/project/tinycss2) | 1.5.1 | A tiny CSS parser
+[tokenizers](https://pypi.org/project/tokenizers) | 0.23.1 | 
+[toml](https://pypi.org/project/toml) | 0.10.2 | Python Library for Tom's Obvious, Minimal Language
+[tomli-w](https://pypi.org/project/tomli-w) | 1.2.0 | A lil' TOML writer
+[tomlkit](https://pypi.org/project/tomlkit) | 0.15.1 | Style preserving TOML library
+[toolz](https://pypi.org/project/toolz) | 1.1.0 | List processing tools and functional utilities
+[tornado](https://pypi.org/project/tornado) | 6.5.8 | Tornado is a Python web framework and asynchronous networking library, originally developed at FriendFeed.
+[tqdm](https://pypi.org/project/tqdm) | 4.70.0 | Fast, Extensible Progress Meter
+[traitlets](https://pypi.org/project/traitlets) | 5.15.1 | Traitlets Python configuration system
+[traittypes](https://pypi.org/project/traittypes) | 0.2.3 | Scipy trait types
+[trio](https://pypi.org/project/trio) | 0.34.0 | A friendly Python library for async concurrency and I/O
+[trove-classifiers](https://pypi.org/project/trove-classifiers) | 2026.6.1.19 | Canonical source for classifiers on PyPI (pypi.org).
+[truststore](https://pypi.org/project/truststore) | 0.10.4 | Verify certificates using native system trust stores
+[twine](https://pypi.org/project/twine) | 6.2.0 | Collection of utilities for publishing packages on PyPI
+[typer](https://pypi.org/project/typer) | 0.25.1 | Typer, build great CLIs. Easy to code. Based on Python type hints.
+[types-requests](https://pypi.org/project/types-requests) | 2.33.0.20260712 | Typing stubs for requests
+[typing-extensions](https://pypi.org/project/typing-extensions) | 4.16.0 | Backported and Experimental Type Hints for Python 3.9+
+[typing-inspection](https://pypi.org/project/typing-inspection) | 0.4.2 | Runtime typing introspection tools
+[tzdata](https://pypi.org/project/tzdata) | 2026.3 | Provider of IANA time zone data
+[tzlocal](https://pypi.org/project/tzlocal) | 5.3.1 | tzinfo object for the local timezone
+[uc-micro-py](https://pypi.org/project/uc-micro-py) | 2.0.0 | Micro subset of unicode data files for linkify-it-py projects.
+[ujson](https://pypi.org/project/ujson) | 5.13.0 | Ultra fast JSON encoder and decoder for Python
+[umap-learn](https://pypi.org/project/umap-learn) | 0.5.12 | Uniform Manifold Approximation and Projection
+[uncertainties](https://pypi.org/project/uncertainties) | 3.2.3 | calculations with values with uncertainties, error propagation
+[uri-template](https://pypi.org/project/uri-template) | 1.3.0 | RFC 6570 URI Template Processor
+[urllib3](https://pypi.org/project/urllib3) | 2.7.0 | HTTP library with thread-safe connection pooling, file post, and more.
+[uuid-utils](https://pypi.org/project/uuid-utils) | 0.17.0 | Fast, drop-in replacement for Python's uuid module, powered by Rust.
+[uvicorn](https://pypi.org/project/uvicorn) | 0.51.0 | The lightning-fast ASGI server.
+[vega-datasets](https://pypi.org/project/vega-datasets) | 0.9.0 | A Python package for offline access to Vega datasets
+[waitress](https://pypi.org/project/waitress) | 3.0.2 | Waitress WSGI server
+[watchdog](https://pypi.org/project/watchdog) | 6.0.0 | Filesystem events monitoring
+[wcwidth](https://pypi.org/project/wcwidth) | 0.7.0 | Measures the displayed width of unicode strings in a terminal
+[webcolors](https://pypi.org/project/webcolors) | 25.10.0 | A library for working with the color formats defined by HTML and CSS.
+[webencodings](https://pypi.org/project/webencodings) | 0.5.1 | Character encoding aliases for legacy web content
+[websocket-client](https://pypi.org/project/websocket-client) | 1.9.0 | WebSocket client for Python with low level API options
+[websockets](https://pypi.org/project/websockets) | 15.0.1 | An implementation of the WebSocket Protocol (RFC 6455 & 7692)
+[werkzeug](https://pypi.org/project/werkzeug) | 3.1.8 | The comprehensive WSGI web application library.
+[whatthepatch](https://pypi.org/project/whatthepatch) | 1.0.7 | A patch parsing and application library.
+[wheel](https://pypi.org/project/wheel) | 0.47.0 | Command line tool for manipulating wheel files
+[widgetsnbextension](https://pypi.org/project/widgetsnbextension) | 4.0.15 | Jupyter interactive widgets for Jupyter Notebook
+[wordcloud](https://pypi.org/project/wordcloud) | 1.9.6 | A little word cloud generator
+[wppm](https://pypi.org/project/wppm) | 17.12.20260816 | pip companion: extras-aware dependency trees, offline wheelhouses, portable Pythons
+[wsproto](https://pypi.org/project/wsproto) | 1.3.2 | Pure-Python WebSocket protocol implementation
+[xarray](https://pypi.org/project/xarray) | 2026.7.0 | N-D labeled arrays and datasets in Python
+[xlsxwriter](https://pypi.org/project/xlsxwriter) | 3.2.9 | A Python module for creating Excel XLSX files.
+[xxhash](https://pypi.org/project/xxhash) | 3.7.0 | Python binding for xxHash
+[xyzservices](https://pypi.org/project/xyzservices) | 2026.3.0 | Source of XYZ tiles providers
+[yapf](https://pypi.org/project/yapf) | 0.43.0 | A formatter for Python code
+[yarl](https://pypi.org/project/yarl) | 1.24.5 | Yet another URL library
+[yt-dlp](https://pypi.org/project/yt-dlp) | 2026.7.4 | A feature-rich command-line audio/video downloader
+[zipp](https://pypi.org/project/zipp) | 4.1.0 | Backport of pathlib-compatible object wrapper for zip files
+[zstandard](https://pypi.org/project/zstandard) | 0.25.0 | Zstandard bindings for Python
+
+
+### WheelHouse packages
+
+Name | Version | Description
+-----|---------|------------
+
+
+
diff --git a/changelogs/WinPythonslim-64bit-3.13.15.1b1_History.md b/changelogs/WinPythonslim-64bit-3.13.15.1b1_History.md
new file mode 100644
index 00000000..b3823a6d
--- /dev/null
+++ b/changelogs/WinPythonslim-64bit-3.13.15.1b1_History.md
@@ -0,0 +1,110 @@
+## History of changes for WinPython-64bit 3.13.15.1b1slim
+
+The following changes were made to WinPython-64bit distribution since version 3.13.15.0slim.
+
+
+
+### Tools
+
+
+No differences found.
+
+### Python packages
+
+
+New packages:
+  * lark 1.3.1 (a modern parsing library)
+  * rfc3987-syntax 1.1.0 (Helper functions to syntactically validate strings according to RFC 3987.)
+
+Upgraded packages:
+  * aiofile 3.9.0 → 3.11.1 (Asynchronous file operations.)
+  * aiohappyeyeballs 2.6.1 → 2.7.1 (Happy Eyeballs for asyncio)
+  * aiohttp 3.14.1 → 3.14.3 (Async http client/server framework (asyncio))
+  * asgiref 3.11.0 → 3.12.1 (ASGI specs, helper code, and adapters)
+  * asteval 1.0.6 → 1.0.9 (Safe, minimalistic evaluator of python expression using ast module)
+  * asttokens 3.0.1 → 3.0.2 (Annotate AST trees with source code positions)
+  * asyncssh 2.23.1 → 2.24.0 (AsyncSSH: Asynchronous SSHv2 client and server library)
+  * beautifulsoup4 4.14.3 → 4.15.0 (Screen-scraping library)
+  * binaryornot 0.4.4 → 0.6.0 (Ultra-lightweight pure Python package to check if a file is binary or text.)
+  * bleach 6.3.0 → 6.4.0 (An easy safelist-based HTML-sanitizing tool.)
+  * branca 0.8.1 → 0.8.2 (Generate complex HTML+JS pages with Python)
+  * cachetools 7.0.5 → 7.1.4 (Extensible memoizing collections and decorators)
+  * cattrs 25.3.0 → 26.1.0 (Composable complex class support for attrs and dataclasses.)
+  * colorlog 6.10.1 → 6.12.0 (Add colours to the output of Python's logging module.)
+  * cryptography 46.0.7 → 50.0.0 (cryptography is a package which provides cryptographic recipes and primitives to Python developers.)
+  * cython 3.3.0a1 → 3.2.9 (The Cython compiler for writing C extensions in the Python language.)
+  * debugpy 1.8.20 → 1.8.21 (An implementation of the Debug Adapter Protocol for Python)
+  * decorator 5.2.1 → 5.3.1 (Decorators for Humans)
+  * fastavro 1.12.1 → 1.12.2 (Fast read/write of AVRO files)
+  * fonttools 4.62.1 → 4.63.0 (Tools to manipulate font files)
+  * gitpython 3.1.46 → 3.1.59 (GitPython is a Python library used to interact with Git repositories)
+  * greenlet 3.4.0 → 3.5.5 (Lightweight in-process concurrent programming)
+  * h2 4.3.0 → 4.4.1 (Pure-Python HTTP/2 protocol implementation)
+  * hpack 4.1.0 → 4.2.0 (Pure-Python HPACK header encoding)
+  * id 1.5.0 → 1.6.1 (A tool for generating OIDC identities)
+  * imageio 2.37.2 → 2.37.3 (Read and write images and video across all major formats. Supports scientific and volumetric data.)
+  * joserfc 1.6.5 → 1.7.4 (The ultimate Python library for JOSE RFCs, including JWS, JWE, JWK, JWA, JWT)
+  * json5 0.14.0 → 0.15.0 (A Python implementation of the JSON5 data format.)
+  * jsonschema 4.24.0 → 4.26.0 (An implementation of JSON Schema validation for Python)
+  * jupyterlab 4.6.2 → 4.6.3 (JupyterLab computational environment)
+  * librt 0.14.0 → 0.15.0 (Mypyc runtime library)
+  * mako 1.3.10 → 1.3.12 (A super-fast templating language that borrows the best ideas from the existing templating languages.)
+  * mistune 3.2.1 → 3.3.4 (A sane and fast Markdown parser with useful plugins and renderers)
+  * mizani 0.14.3 → 0.14.4 (Scales for Python)
+  * mlxtend 0.23.4 → 0.25.0 (Machine Learning Library Extensions)
+  * moocore 0.2.0 → 0.3.2 (Core Algorithms for Multi-Objective Optimization)
+  * msal 1.36.0 → 1.37.0 (The Microsoft Authentication Library (MSAL) for Python library enables your app to access the Microsoft Cloud by supporting authentication of us)
+  * narwhals 2.23.0 → 2.24.0 (Extremely lightweight compatibility layer between dataframe libraries)
+  * nbclient 0.10.4 → 0.11.0 (A client library for executing notebooks. Formerly nbconvert's ExecutePreprocessor.)
+  * nbconvert 7.17.0 → 7.17.1 (Convert Jupyter Notebooks (.ipynb files) to other formats.)
+  * nltk 3.9.4 → 3.10.3 (Natural Language Toolkit)
+  * notebook 7.6.1 → 7.6.2 (Jupyter Notebook - A web-based notebook environment for interactive computing)
+  * optuna 4.7.0 → 4.9.0 (A hyperparameter optimization framework)
+  * param 2.4.0 → 2.4.1 (Declarative parameters for robust Python classes and a rich API for reactive programming)
+  * prettytable 3.17.0 → 3.18.0 (A simple Python library for easily displaying tabular data in a visually appealing ASCII table format)
+  * psutil 7.2.1 → 7.2.2 (Cross-platform lib for process and system monitoring.)
+  * psycopg2 2.9.11 → 2.9.12 (psycopg2 - Python-PostgreSQL Database Adapter)
+  * pyasn1 0.6.3 → 0.6.4 (Pure-Python implementation of ASN.1 types and DER/BER/CER codecs (X.208))
+  * pybind11 3.0.4 → 3.1.0 (Seamless operability between C++11 and Python)
+  * pygments 2.19.2 → 2.20.0 (Pygments is a syntax highlighting package written in Python.)
+  * pyjwt 2.10.1 → 2.13.0 (JSON Web Token implementation in Python)
+  * pypdf 6.10.2 → 6.16.2 (A pure-python PDF library capable of splitting, merging, cropping, and transforming PDF files)
+  * pyvisa 1.15.0 → 1.16.2 (Python VISA bindings for GPIB, RS232, TCPIP and USB instruments)
+  * quantecon 0.11.2 → 0.11.4 (Import the main names to top level.)
+  * redis 7.1.0 → 8.1.0 (Python client for Redis database and key-value store)
+  * regex 2026.5.9 → 2026.7.19 (Alternative regular expression module, to replace re.)
+  * scipy 1.18.0 → 1.18.1 (Fundamental algorithms for scientific computing in Python)
+  * scramp 1.4.8 → 1.4.17 (An implementation of the SCRAM protocol.)
+  * simpy 4.1.1 → 4.1.2 (Event discrete, process based simulation for Python.)
+  * soundfile 0.13.1 → 0.14.0 (An audio library based on libsndfile, CFFI and NumPy)
+  * soupsieve 2.8.3 → 2.9.2 (A modern CSS selector implementation for Beautiful Soup.)
+  * sqlparse 0.5.5 → 0.6.0 (A non-validating SQL parser.)
+  * starlette 1.3.1 → 1.6.0 (The little ASGI library that shines.)
+  * superqt 0.8.1 → 0.8.2 (Missing widgets and components for PyQt/PySide)
+  * tinycss2 1.4.0 → 1.5.1 (A tiny CSS parser)
+  * tokenizers 0.22.2 → 0.23.1 ()
+  * tomlkit 0.15.0 → 0.15.1 (Style preserving TOML library)
+  * tornado 6.5.7 → 6.5.8 (Tornado is a Python web framework and asynchronous networking library, originally developed at FriendFeed.)
+  * tqdm 4.67.3 → 4.70.0 (Fast, Extensible Progress Meter)
+  * traitlets 5.14.3 → 5.15.1 (Traitlets Python configuration system)
+  * tzdata 2025.3 → 2026.3 (Provider of IANA time zone data)
+  * ujson 5.12.1 → 5.13.0 (Ultra fast JSON encoder and decoder for Python)
+  * xyzservices 2025.11.0 → 2026.3.0 (Source of XYZ tiles providers)
+  * zipp 3.23.0 → 4.1.0 (Backport of pathlib-compatible object wrapper for zip files)
+
+Removed packages:
+  * eval-type-backport 0.3.1 (Like `typing._eval_type`, but lets older Python versions use newer typing features.)
+  * httpie 3.2.4 (HTTPie: modern, user-friendly command-line HTTP client for the API era.)
+  * jsonpath-python 1.0.6 (A more powerful JSONPath implementation in modern python)
+  * mistralai 2.8.0 (Python Client SDK for the Mistral AI API.)
+  * opentelemetry-semantic-conventions 0.60b1 (OpenTelemetry Semantic Conventions)
+  * pysocks 1.7.1 (A Python SOCKS client module. See https://github.com/Anorov/PySocks for more information.)
+
+### WheelHouse packages
+
+
+No differences found.
+
+
+
+* * *
diff --git a/changelogs/WinPythonslim-64bit-3.13.15.1b2.md b/changelogs/WinPythonslim-64bit-3.13.15.1b2.md
new file mode 100644
index 00000000..2353be05
--- /dev/null
+++ b/changelogs/WinPythonslim-64bit-3.13.15.1b2.md
@@ -0,0 +1,555 @@
+## WinPython 3.13.15.1slim
+
+The following packages are included in WinPython-64bit v3.13.15.1slim b2.
+
+
+### Tools
+
+Name | Version | Description
+-----|---------|------------
+[Pandoc](https://pandoc.org) | 3.1.9 | an universal document converter
+[Python](http://www.python.org/) | 3.13.15 | Python programming language with standard library
+
+
+### Python packages
+
+Name | Version | Description
+-----|---------|------------
+[absl-py](https://pypi.org/project/absl-py) | 2.5.0 | Abseil Python Common Libraries, see https://github.com/abseil/abseil-py.
+[adbc-driver-manager](https://pypi.org/project/adbc-driver-manager) | 1.12.0 | A generic entrypoint for ADBC drivers.
+[aiofile](https://pypi.org/project/aiofile) | 3.11.1 | Asynchronous file operations.
+[aiofiles](https://pypi.org/project/aiofiles) | 25.1.0 | File support for asyncio.
+[aiohappyeyeballs](https://pypi.org/project/aiohappyeyeballs) | 2.7.1 | Happy Eyeballs for asyncio
+[aiohttp](https://pypi.org/project/aiohttp) | 3.14.3 | Async http client/server framework (asyncio)
+[aiosignal](https://pypi.org/project/aiosignal) | 1.4.0 | aiosignal: a list of registered asynchronous callbacks
+[aiosqlite](https://pypi.org/project/aiosqlite) | 0.22.1 | asyncio bridge to the standard sqlite3 module
+[alabaster](https://pypi.org/project/alabaster) | 1.0.0 | A light, configurable Sphinx theme
+[alembic](https://pypi.org/project/alembic) | 1.18.5 | A database migration tool for SQLAlchemy.
+[altair](https://pypi.org/project/altair) | 6.2.2 | Vega-Altair: A declarative statistical visualization library for Python.
+[annotated-doc](https://pypi.org/project/annotated-doc) | 0.0.5 | Document parameters, class attributes, return types, and variables inline, with Annotated.
+[annotated-types](https://pypi.org/project/annotated-types) | 0.8.0 | Reusable constraint types to use with typing.Annotated
+[anthropic](https://pypi.org/project/anthropic) | 0.121.0 | The official Python library for the anthropic API
+[anyio](https://pypi.org/project/anyio) | 4.14.2 | High-level concurrency and networking framework on top of asyncio or Trio
+[anywidget](https://pypi.org/project/anywidget) | 0.11.0 | custom jupyter widgets made easy
+[appdirs](https://pypi.org/project/appdirs) | 1.4.4 | A small Python module for determining appropriate platform-specific dirs, e.g. a "user data dir".
+[argcomplete](https://pypi.org/project/argcomplete) | 3.7.2 | Bash tab completion for argparse
+[argon2-cffi](https://pypi.org/project/argon2-cffi) | 25.1.0 | Argon2 for Python
+[argon2-cffi-bindings](https://pypi.org/project/argon2-cffi-bindings) | 25.1.0 | Low-level CFFI bindings for Argon2
+[array-api-compat](https://pypi.org/project/array-api-compat) | 1.15.0 | A wrapper around NumPy and other array libraries to make them compatible with the Array API standard
+[arrow](https://pypi.org/project/arrow) | 1.4.0 | Better dates & times for Python
+[asgi-csrf](https://pypi.org/project/asgi-csrf) | 0.11 | ASGI middleware for protecting against CSRF attacks
+[asgiref](https://pypi.org/project/asgiref) | 3.12.1 | ASGI specs, helper code, and adapters
+[asn1crypto](https://pypi.org/project/asn1crypto) | 1.5.1 | Fast ASN.1 parser and serializer with definitions for private keys, public keys, certificates, CRL, OCSP, CMS, PKCS#3, PKCS#7, PKCS#8, PKCS#12,
+[ast-serialize](https://pypi.org/project/ast-serialize) | 0.8.0 | Python bindings for mypy AST serialization
+[asteval](https://pypi.org/project/asteval) | 1.0.9 | Safe, minimalistic evaluator of python expression using ast module
+[astroid](https://pypi.org/project/astroid) | 4.0.4 | An abstract syntax tree for Python with inference support.
+[asttokens](https://pypi.org/project/asttokens) | 3.0.2 | Annotate AST trees with source code positions
+[async-lru](https://pypi.org/project/async-lru) | 2.3.0 | Simple LRU cache for asyncio
+[asyncssh](https://pypi.org/project/asyncssh) | 2.24.0 | AsyncSSH: Asynchronous SSHv2 client and server library
+[attrs](https://pypi.org/project/attrs) | 26.1.0 | Classes Without Boilerplate
+[authlib](https://pypi.org/project/authlib) | 1.7.2 | The ultimate Python library in building OAuth and OpenID Connect servers and clients.
+[autopep8](https://pypi.org/project/autopep8) | 2.0.4 | A tool that automatically formats Python code to conform to the PEP 8 style guide
+[azure-core](https://pypi.org/project/azure-core) | 1.41.0 | Microsoft Azure Core Library for Python
+[azure-cosmos](https://pypi.org/project/azure-cosmos) | 4.16.1 | Microsoft Azure Cosmos Client Library for Python
+[azure-identity](https://pypi.org/project/azure-identity) | 1.25.3 | Microsoft Azure Identity Library for Python
+[babel](https://pypi.org/project/babel) | 2.18.0 | Internationalization utilities
+[baresql](https://pypi.org/project/baresql) | 1.0.0 | playing SQL directly on Python datas
+[bcrypt](https://pypi.org/project/bcrypt) | 5.0.0 | Modern password hashing for your software and your servers
+[beartype](https://pypi.org/project/beartype) | 0.22.9 | Unbearably fast near-real-time pure-Python runtime-static type-checker.
+[beautifulsoup4](https://pypi.org/project/beautifulsoup4) | 4.15.0 | Screen-scraping library
+[binaryornot](https://pypi.org/project/binaryornot) | 0.6.0 | Ultra-lightweight pure Python package to check if a file is binary or text.
+[black](https://pypi.org/project/black) | 26.5.1 | The uncompromising code formatter.
+[bleach](https://pypi.org/project/bleach) | 6.4.0 | An easy safelist-based HTML-sanitizing tool.
+[blinker](https://pypi.org/project/blinker) | 1.9.0 | Fast, simple object-to-object and broadcast signaling
+[bokeh](https://pypi.org/project/bokeh) | 3.9.1 | Interactive plots and applications in the browser from Python
+[branca](https://pypi.org/project/branca) | 0.8.2 | Generate complex HTML+JS pages with Python
+[brotli](https://pypi.org/project/brotli) | 1.2.0 | Python bindings for the Brotli compression library
+[build](https://pypi.org/project/build) | 1.5.0 | A simple, correct Python build frontend
+[cachetools](https://pypi.org/project/cachetools) | 7.1.4 | Extensible memoizing collections and decorators
+[caio](https://pypi.org/project/caio) | 0.9.25 | Asynchronous file IO for Linux MacOS or Windows.
+[cattrs](https://pypi.org/project/cattrs) | 26.1.0 | Composable complex class support for attrs and dataclasses.
+[certifi](https://pypi.org/project/certifi) | 2026.1.4 | Python package for providing Mozilla's CA Bundle.
+[cffi](https://pypi.org/project/cffi) | 2.1.1 | Foreign Function Interface for Python calling C code.
+[chardet](https://pypi.org/project/chardet) | 7.4.3 | Universal character encoding detector
+[charset-normalizer](https://pypi.org/project/charset-normalizer) | 3.4.7 | The Real First Universal Charset Detector. Open, modern and actively maintained alternative to Chardet.
+[clarabel](https://pypi.org/project/clarabel) | 0.11.1 | Clarabel Conic Interior Point Solver for Rust / Python
+[click](https://pypi.org/project/click) | 8.4.2 | Composable command line interface toolkit
+[click-default-group](https://pypi.org/project/click-default-group) | 1.2.4 | click_default_group
+[cloudpickle](https://pypi.org/project/cloudpickle) | 3.1.2 | Pickler class to extend the standard pickle.Pickler functionality
+[cohere](https://pypi.org/project/cohere) | 7.0.8 | 
+[colorama](https://pypi.org/project/colorama) | 0.4.6 | Cross-platform colored terminal text.
+[colorcet](https://pypi.org/project/colorcet) | 3.2.1 | Collection of perceptually uniform colormaps
+[colorlog](https://pypi.org/project/colorlog) | 6.12.0 | Add colours to the output of Python's logging module.
+[comm](https://pypi.org/project/comm) | 0.2.3 | Jupyter Python Comm implementation, for usage in ipykernel, xeus-python etc.
+[contourpy](https://pypi.org/project/contourpy) | 1.3.3 | Python library for calculating contours of 2D quadrilateral grids
+[cookiecutter](https://pypi.org/project/cookiecutter) | 2.7.1 | A command-line utility that creates projects from project templates, e.g.
+[cryptography](https://pypi.org/project/cryptography) | 50.0.0 | cryptography is a package which provides cryptographic recipes and primitives to Python developers.
+[cvxopt](https://pypi.org/project/cvxopt) | 1.3.3 | Convex optimization package
+[cvxpy](https://pypi.org/project/cvxpy) | 1.9.2 | A domain-specific language for modeling convex optimization problems in Python.
+[cycler](https://pypi.org/project/cycler) | 0.12.1 | Composable style cycles
+[cython](https://pypi.org/project/cython) | 3.2.9 | The Cython compiler for writing C extensions in the Python language.
+[cytoolz](https://pypi.org/project/cytoolz) | 1.1.0 | Cython implementation of Toolz: High performance functional utilities
+[dask](https://pypi.org/project/dask) | 2026.7.1 | Parallel PyData with Task Scheduling
+[datasette](https://pypi.org/project/datasette) | 0.65.5 | An open source multi-tool for exploring and publishing data
+[datasette-graphql](https://pypi.org/project/datasette-graphql) | 2.2 | Datasette plugin providing an automatic GraphQL API for your SQLite databases
+[datashader](https://pypi.org/project/datashader) | 0.19.1 | Data visualization toolchain based on aggregating into a grid
+[deap](https://pypi.org/project/deap) | 1.4.4 | Distributed Evolutionary Algorithms in Python
+[debugpy](https://pypi.org/project/debugpy) | 1.8.21 | An implementation of the Debug Adapter Protocol for Python
+[decorator](https://pypi.org/project/decorator) | 5.3.1 | Decorators for Humans
+[defusedxml](https://pypi.org/project/defusedxml) | 0.7.1 | XML bomb protection for Python stdlib modules
+[diff-match-patch](https://pypi.org/project/diff-match-patch) | 20241021 | Repackaging of Google's Diff Match and Patch libraries.
+[dill](https://pypi.org/project/dill) | 0.4.1 | serialize all of Python
+[distro](https://pypi.org/project/distro) | 1.9.0 | Distro - an OS platform information API
+[dnspython](https://pypi.org/project/dnspython) | 2.8.0 | DNS toolkit
+[docstring-parser](https://pypi.org/project/docstring-parser) | 0.18.0 | Parse Python docstrings in reST, Google and Numpydoc format
+[docstring-to-markdown](https://pypi.org/project/docstring-to-markdown) | 0.17 | On the fly conversion of Python docstrings to markdown
+[docutils](https://pypi.org/project/docutils) | 0.22.4 | Docutils -- Python Documentation Utilities
+[duckdb](https://pypi.org/project/duckdb) | 1.5.5 | DuckDB in-process database
+[email-validator](https://pypi.org/project/email-validator) | 2.3.0 | A robust email address syntax and deliverability validation library.
+[entrypoints](https://pypi.org/project/entrypoints) | 0.4 | Discover and load entry points from installed packages.
+[et-xmlfile](https://pypi.org/project/et-xmlfile) | 2.0.0 | An implementation of lxml.xmlfile for the standard library
+[exceptiongroup](https://pypi.org/project/exceptiongroup) | 1.3.1 | Backport of PEP 654 (exception groups)
+[executing](https://pypi.org/project/executing) | 2.2.1 | Get the currently executing AST node of a frame, and other information
+[faker](https://pypi.org/project/faker) | 40.28.1 | Faker is a Python package that generates fake data for you.
+[fasta2a](https://pypi.org/project/fasta2a) | 0.6.1 | Convert an AI Agent into a A2A server! ✨
+[fastapi](https://pypi.org/project/fastapi) | 0.141.1 | FastAPI framework, high performance, easy to learn, fast to code, ready for production
+[fastavro](https://pypi.org/project/fastavro) | 1.12.2 | Fast read/write of AVRO files
+[fastjsonschema](https://pypi.org/project/fastjsonschema) | 2.21.2 | Fastest Python implementation of JSON schema
+[fastmcp-slim](https://pypi.org/project/fastmcp-slim) | 3.4.7 | The dependency-slim FastMCP package.
+[filelock](https://pypi.org/project/filelock) | 3.32.2 | A platform independent file lock.
+[flake8](https://pypi.org/project/flake8) | 7.1.1 | the modular source code checker: pep8 pyflakes and co
+[flask](https://pypi.org/project/flask) | 3.1.3 | A simple framework for building complex web applications.
+[flatbuffers](https://pypi.org/project/flatbuffers) | 25.12.19 | The FlatBuffers serialization format for Python
+[flexcache](https://pypi.org/project/flexcache) | 0.3 | Saves and loads to the cache a transformed versions of a source object.
+[flexparser](https://pypi.org/project/flexparser) | 0.4 | Parsing made fun ... using typing.
+[flit](https://pypi.org/project/flit) | 3.12.0 | A simple packaging tool for simple packages.
+[flit-core](https://pypi.org/project/flit-core) | 4.0.2 | Distribution-building parts of Flit. See flit package for more information
+[folium](https://pypi.org/project/folium) | 0.20.0 | Make beautiful maps with Leaflet.js & Python
+[fonttools](https://pypi.org/project/fonttools) | 4.63.0 | Tools to manipulate font files
+[foundry-local-sdk](https://pypi.org/project/foundry-local-sdk) | 0.5.1 | Foundry Local Manager Python SDK: Control-plane SDK for Foundry Local.
+[fqdn](https://pypi.org/project/fqdn) | 1.5.1 | Validates fully-qualified domain names against RFC 1123, so that they are acceptable to modern bowsers
+[frozenlist](https://pypi.org/project/frozenlist) | 1.8.0 | A list-like structure which implements collections.abc.MutableSequence
+[fsspec](https://pypi.org/project/fsspec) | 2026.7.0 | File-system specification
+[fuzzywuzzy](https://pypi.org/project/fuzzywuzzy) | 0.18.0 | Fuzzy string matching in python
+[genai-prices](https://pypi.org/project/genai-prices) | 0.0.60 | Calculate prices for calling LLM inference APIs.
+[geographiclib](https://pypi.org/project/geographiclib) | 2.1 | The geodesic routines from GeographicLib
+[geopy](https://pypi.org/project/geopy) | 2.4.1 | Python Geocoding Toolbox
+[gitdb](https://pypi.org/project/gitdb) | 4.0.12 | Git Object Database
+[gitpython](https://pypi.org/project/gitpython) | 3.1.62 | GitPython is a Python library used to interact with Git repositories
+[google-auth](https://pypi.org/project/google-auth) | 2.56.3 | Google Authentication Library
+[google-genai](https://pypi.org/project/google-genai) | 2.18.0 | GenAI Python SDK
+[graphene](https://pypi.org/project/graphene) | 3.4.3 | GraphQL Framework for Python
+[graphql-core](https://pypi.org/project/graphql-core) | 3.2.11 | GraphQL implementation for Python, a port of GraphQL.js, the JavaScript reference implementation for GraphQL.
+[graphql-relay](https://pypi.org/project/graphql-relay) | 3.2.0 | Relay library for graphql-core
+[greenlet](https://pypi.org/project/greenlet) | 3.5.5 | Lightweight in-process concurrent programming
+[griffelib](https://pypi.org/project/griffelib) | 2.1.0 | Signatures for entire Python programs.
+[groq](https://pypi.org/project/groq) | 1.6.0 | The official Python library for the groq API
+[guidata](https://pypi.org/project/guidata) | 3.15.1 | Automatic GUI generation for easy dataset editing and display
+[h11](https://pypi.org/project/h11) | 0.16.0 | A pure-Python, bring-your-own-I/O implementation of HTTP/1.1
+[h2](https://pypi.org/project/h2) | 4.4.1 | Pure-Python HTTP/2 protocol implementation
+[h5py](https://pypi.org/project/h5py) | 3.16.0 | Read and write HDF5 files from Python
+[hatchling](https://pypi.org/project/hatchling) | 1.32.0 | Modern, extensible Python build backend
+[hf-xet](https://pypi.org/project/hf-xet) | 1.6.0 | Fast transfer of large files with the Hugging Face Hub.
+[highspy](https://pypi.org/project/highspy) | 1.15.1 | A thin set of pybind11 wrappers to HiGHS
+[holoviews](https://pypi.org/project/holoviews) | 1.23.1 | A high-level plotting API for the PyData ecosystem built on HoloViews.
+[hpack](https://pypi.org/project/hpack) | 4.2.0 | Pure-Python HPACK header encoding
+[html5lib](https://pypi.org/project/html5lib) | 1.1 | HTML parser based on the WHATWG HTML specification
+[httpcore](https://pypi.org/project/httpcore) | 1.0.9 | A minimal low-level HTTP client.
+[httpcore2](https://pypi.org/project/httpcore2) | 2.13.0 | A minimal low-level HTTP client.
+[httptools](https://pypi.org/project/httptools) | 0.8.0 | A collection of framework independent HTTP protocol utils.
+[httpx](https://pypi.org/project/httpx) | 0.28.1 | The next generation HTTP client.
+[httpx-sse](https://pypi.org/project/httpx-sse) | 0.4.3 | Consume Server-Sent Event (SSE) messages with HTTPX.
+[httpx2](https://pypi.org/project/httpx2) | 2.13.0 | The next generation HTTP client.
+[huggingface-hub](https://pypi.org/project/huggingface-hub) | 1.27.0 | Client library to download and publish models, datasets and other repos on the huggingface.co hub
+[hupper](https://pypi.org/project/hupper) | 1.12.1 | Integrated process monitor for developing and reloading daemons.
+[hvplot](https://pypi.org/project/hvplot) | 0.12.2 | A high-level plotting API for the PyData ecosystem built on HoloViews.
+[hypercorn](https://pypi.org/project/hypercorn) | 0.18.0 | A ASGI Server based on Hyper libraries and inspired by Gunicorn
+[hyperframe](https://pypi.org/project/hyperframe) | 6.1.0 | Pure-Python HTTP/2 framing
+[hypothesis](https://pypi.org/project/hypothesis) | 6.155.2 | The property-based testing library for Python
+[id](https://pypi.org/project/id) | 1.6.1 | A tool for generating OIDC identities
+[idna](https://pypi.org/project/idna) | 3.18 | Internationalized Domain Names in Applications (IDNA)
+[imageio](https://pypi.org/project/imageio) | 2.37.4 | Read and write images and video across all major formats. Supports scientific and volumetric data.
+[imagesize](https://pypi.org/project/imagesize) | 1.4.1 | Getting image size from png/jpeg/jpeg2000/gif file
+[imbalanced-learn](https://pypi.org/project/imbalanced-learn) | 0.14.2 | Toolbox for imbalanced dataset in machine learning
+[importlib-metadata](https://pypi.org/project/importlib-metadata) | 8.7.1 | Read metadata from Python packages
+[inflection](https://pypi.org/project/inflection) | 0.5.1 | A port of Ruby on Rails inflector to Python
+[iniconfig](https://pypi.org/project/iniconfig) | 2.3.0 | brain-dead simple config-ini parsing
+[intervaltree](https://pypi.org/project/intervaltree) | 3.2.1 | Editable interval tree data structure for Python 2 and 3
+[ipycanvas](https://pypi.org/project/ipycanvas) | 0.14.3 | Interactive widgets library exposing the browser's Canvas API
+[ipykernel](https://pypi.org/project/ipykernel) | 6.31.0 | IPython Kernel for Jupyter
+[ipyleaflet](https://pypi.org/project/ipyleaflet) | 0.20.0 | A Jupyter widget for dynamic Leaflet maps
+[ipympl](https://pypi.org/project/ipympl) | 0.10.0 | Matplotlib Jupyter Extension
+[ipython](https://pypi.org/project/ipython) | 9.15.0 | IPython: Productive Interactive Computing
+[ipython-genutils](https://pypi.org/project/ipython-genutils) | 0.2.0 | Vestigial utilities from IPython
+[ipython-pygments-lexers](https://pypi.org/project/ipython-pygments-lexers) | 1.1.1 | Defines a variety of Pygments lexers for highlighting IPython code.
+[ipython-sql](https://pypi.org/project/ipython-sql) | 0.5.0 | RDBMS access via IPython
+[ipywidgets](https://pypi.org/project/ipywidgets) | 8.1.8 | Jupyter interactive widgets
+[isoduration](https://pypi.org/project/isoduration) | 20.11.0 | Operations with ISO 8601 durations
+[isort](https://pypi.org/project/isort) | 8.0.1 | A Python utility / library to sort Python imports.
+[itsdangerous](https://pypi.org/project/itsdangerous) | 2.2.0 | Safely pass data to untrusted environments and back.
+[janus](https://pypi.org/project/janus) | 2.0.0 | Mixed sync-async queue to interoperate between asyncio tasks and classic threads
+[jaraco-classes](https://pypi.org/project/jaraco-classes) | 3.4.0 | Utility functions for Python class constructs
+[jaraco-context](https://pypi.org/project/jaraco-context) | 6.1.2 | Useful decorators and context managers
+[jaraco-functools](https://pypi.org/project/jaraco-functools) | 4.6.0 | Functools like those found in stdlib
+[jedi](https://pypi.org/project/jedi) | 0.20.0 | An autocompletion tool for Python that can be used for text editors.
+[jellyfish](https://pypi.org/project/jellyfish) | 1.2.1 | 
+[jinja2](https://pypi.org/project/jinja2) | 3.1.6 | A very fast and expressive template engine.
+[jiter](https://pypi.org/project/jiter) | 0.16.0 | Fast iterable JSON parser.
+[joblib](https://pypi.org/project/joblib) | 1.5.3 | Lightweight pipelining with Python functions
+[joserfc](https://pypi.org/project/joserfc) | 1.7.4 | The ultimate Python library for JOSE RFCs, including JWS, JWE, JWK, JWA, JWT
+[json5](https://pypi.org/project/json5) | 0.15.0 | A Python implementation of the JSON5 data format.
+[jsonpatch](https://pypi.org/project/jsonpatch) | 1.33 | Apply JSON-Patches (RFC 6902)
+[jsonpointer](https://pypi.org/project/jsonpointer) | 3.1.1 | Identify specific nodes in a JSON document (RFC 6901)
+[jsonschema](https://pypi.org/project/jsonschema) | 4.26.0 | An implementation of JSON Schema validation for Python
+[jsonschema-specifications](https://pypi.org/project/jsonschema-specifications) | 2025.9.1 | The JSON Schema meta-schemas and vocabularies, exposed as a Registry
+[julia](https://pypi.org/project/julia) | 0.6.2 | Julia/Python bridge with IPython support.
+[jupyter](https://pypi.org/project/jupyter) | 1.1.1 | Jupyter metapackage. Install all the Jupyter components in one go.
+[jupyter-bokeh](https://pypi.org/project/jupyter-bokeh) | 4.1.0 | A Jupyter extension for rendering Bokeh content.
+[jupyter-builder](https://pypi.org/project/jupyter-builder) | 1.2.2 | JupyterLab build tools
+[jupyter-client](https://pypi.org/project/jupyter-client) | 8.8.0 | Jupyter protocol implementation and client libraries
+[jupyter-console](https://pypi.org/project/jupyter-console) | 6.6.3 | Jupyter terminal console
+[jupyter-core](https://pypi.org/project/jupyter-core) | 5.9.1 | Jupyter core package. A base package on which Jupyter projects rely.
+[jupyter-events](https://pypi.org/project/jupyter-events) | 0.12.1 | Jupyter Event System library
+[jupyter-leaflet](https://pypi.org/project/jupyter-leaflet) | 0.20.0 | ipyleaflet extensions for JupyterLab and Jupyter Notebook
+[jupyter-lsp](https://pypi.org/project/jupyter-lsp) | 2.3.1 | Multi-Language Server WebSocket proxy for Jupyter Notebook/Lab server
+[jupyter-server](https://pypi.org/project/jupyter-server) | 2.21.1 | The backend—i.e. core services, APIs, and REST endpoints—to Jupyter web applications.
+[jupyter-server-terminals](https://pypi.org/project/jupyter-server-terminals) | 0.5.4 | A Jupyter Server Extension Providing Terminals.
+[jupyterlab](https://pypi.org/project/jupyterlab) | 4.6.3 | JupyterLab computational environment
+[jupyterlab-pygments](https://pypi.org/project/jupyterlab-pygments) | 0.3.0 | Pygments theme using JupyterLab CSS variables
+[jupyterlab-server](https://pypi.org/project/jupyterlab-server) | 2.28.0 | A set of server components for JupyterLab and JupyterLab like applications.
+[jupyterlab-widgets](https://pypi.org/project/jupyterlab-widgets) | 3.0.16 | Jupyter interactive widgets for JupyterLab
+[keras](https://pypi.org/project/keras) | 3.15.1 | Multi-backend Keras
+[keyring](https://pypi.org/project/keyring) | 25.7.0 | Store and access your passwords safely.
+[kiwisolver](https://pypi.org/project/kiwisolver) | 1.5.0 | A fast implementation of the Cassowary constraint solver
+[langchain](https://pypi.org/project/langchain) | 1.3.15 | Building applications with LLMs through composability
+[langchain-core](https://pypi.org/project/langchain-core) | 1.5.5 | Building applications with LLMs through composability
+[langchain-protocol](https://pypi.org/project/langchain-protocol) | 0.0.18 | Python bindings for the LangChain agent streaming protocol
+[langgraph](https://pypi.org/project/langgraph) | 1.2.11 | Building stateful, multi-actor applications with LLMs
+[langgraph-checkpoint](https://pypi.org/project/langgraph-checkpoint) | 4.1.1 | Library with base interfaces for LangGraph checkpoint savers.
+[langgraph-prebuilt](https://pypi.org/project/langgraph-prebuilt) | 1.1.0 | Library with high-level APIs for creating and executing LangGraph agents and tools.
+[langgraph-sdk](https://pypi.org/project/langgraph-sdk) | 0.4.2 | SDK for interacting with LangGraph API
+[langsmith](https://pypi.org/project/langsmith) | 0.11.0 | Client library to connect to the LangSmith Observability and Evaluation Platform.
+[lark](https://pypi.org/project/lark) | 1.3.1 | a modern parsing library
+[lazy-loader](https://pypi.org/project/lazy-loader) | 0.5 | Makes it easy to load subpackages and functions on demand.
+[librt](https://pypi.org/project/librt) | 0.15.0 | Mypyc runtime library
+[linkify-it-py](https://pypi.org/project/linkify-it-py) | 2.0.3 | Links recognition library with FULL unicode support.
+[llvmlite](https://pypi.org/project/llvmlite) | 0.49.0 | lightweight wrapper around basic LLVM functionality
+[lmfit](https://pypi.org/project/lmfit) | 1.3.4 | Least-Squares Minimization with Bounds and Constraints
+[locket](https://pypi.org/project/locket) | 1.0.0 | File-based locks for Python on Linux and Windows
+[logfire-api](https://pypi.org/project/logfire-api) | 4.33.0 | Shim for the Logfire SDK which does nothing unless Logfire is installed
+[lsprotocol](https://pypi.org/project/lsprotocol) | 2025.0.0 | Python types for Language Server Protocol.
+[lxml](https://pypi.org/project/lxml) | 6.1.0 | Powerful and Pythonic XML processing library combining libxml2/libxslt with the ElementTree API.
+[magika](https://pypi.org/project/magika) | 0.6.2 | A tool to determine the content type of a file with deep learning
+[mako](https://pypi.org/project/mako) | 1.3.12 | A super-fast templating language that borrows the best ideas from the existing templating languages.
+[markdown](https://pypi.org/project/markdown) | 3.10.2 | Python implementation of John Gruber's Markdown.
+[markdown-it-py](https://pypi.org/project/markdown-it-py) | 4.2.0 | Python port of markdown-it. Markdown parsing, done right!
+[markdownify](https://pypi.org/project/markdownify) | 1.2.2 | Convert HTML to markdown.
+[markitdown](https://pypi.org/project/markitdown) | 0.1.7 | Utility tool for converting various files to Markdown
+[markupsafe](https://pypi.org/project/markupsafe) | 3.0.3 | Safely add untrusted strings to HTML/XML markup.
+[matplotlib](https://pypi.org/project/matplotlib) | 3.11.1 | Python plotting package
+[matplotlib-inline](https://pypi.org/project/matplotlib-inline) | 0.2.2 | Inline Matplotlib backend for Jupyter
+[maturin](https://pypi.org/project/maturin) | 1.14.1 | Build and publish crates with pyo3, cffi and uniffi bindings as well as rust binaries as python packages
+[mccabe](https://pypi.org/project/mccabe) | 0.7.0 | McCabe checker, plugin for flake8
+[mcp](https://pypi.org/project/mcp) | 1.29.0 | Model Context Protocol SDK
+[mdit-py-plugins](https://pypi.org/project/mdit-py-plugins) | 0.6.1 | Collection of plugins for markdown-it-py
+[mdurl](https://pypi.org/project/mdurl) | 0.1.2 | Markdown URL utilities
+[mercantile](https://pypi.org/project/mercantile) | 1.2.1 | Web mercator XYZ tile utilities
+[mergedeep](https://pypi.org/project/mergedeep) | 1.3.4 | A deep merge function for 🐍.
+[missingno](https://pypi.org/project/missingno) | 0.5.2 | Missing data visualization module for Python.
+[mistune](https://pypi.org/project/mistune) | 3.3.4 | A sane and fast Markdown parser with useful plugins and renderers
+[mizani](https://pypi.org/project/mizani) | 0.14.4 | Scales for Python
+[ml-dtypes](https://pypi.org/project/ml-dtypes) | 0.5.4 | ml_dtypes is a stand-alone implementation of several NumPy dtype extensions used in machine learning.
+[mlxtend](https://pypi.org/project/mlxtend) | 0.25.0 | Machine Learning Library Extensions
+[moocore](https://pypi.org/project/moocore) | 0.3.2 | Core Algorithms for Multi-Objective Optimization
+[more-itertools](https://pypi.org/project/more-itertools) | 11.1.0 | More routines for operating on iterables, beyond itertools
+[mpld3](https://pypi.org/project/mpld3) | 0.5.12 | D3 Viewer for Matplotlib
+[mpmath](https://pypi.org/project/mpmath) | 1.3.0 | Python library for arbitrary-precision floating-point arithmetic
+[msal](https://pypi.org/project/msal) | 1.37.0 | The Microsoft Authentication Library (MSAL) for Python library enables your app to access the Microsoft Cloud by supporting authentication of us
+[msal-extensions](https://pypi.org/project/msal-extensions) | 1.3.1 | Microsoft Authentication Library extensions (MSAL EX) provides a persistence API that can save your data on disk, encrypted on Windows, macOS an
+[mssql-python](https://pypi.org/project/mssql-python) | 1.13.0 | A Python library for interacting with Microsoft SQL Server
+[mssql-python-odbc](https://pypi.org/project/mssql-python-odbc) | 18.6.2.1 | Internal implementation package for mssql-python: Microsoft ODBC Driver 18 for SQL Server binaries. Not intended for direct use.
+[multidict](https://pypi.org/project/multidict) | 6.7.1 | multidict implementation
+[multipledispatch](https://pypi.org/project/multipledispatch) | 1.0.0 | Multiple dispatch
+[mypy](https://pypi.org/project/mypy) | 2.3.0 | Optional static typing for Python
+[mypy-extensions](https://pypi.org/project/mypy-extensions) | 1.1.0 | Type system extensions for programs checked with the mypy type checker.
+[mysql-connector-python](https://pypi.org/project/mysql-connector-python) | 26.7.0 | A self-contained Python driver for communicating with MySQL servers, using an API that is compliant with the Python Database API Specification v
+[namex](https://pypi.org/project/namex) | 0.1.0 | A simple utility to separate the implementation of your Python package and its public API surface.
+[narwhals](https://pypi.org/project/narwhals) | 2.24.0 | Extremely lightweight compatibility layer between dataframe libraries
+[nbclient](https://pypi.org/project/nbclient) | 0.11.0 | A client library for executing notebooks. Formerly nbconvert's ExecutePreprocessor.
+[nbconvert](https://pypi.org/project/nbconvert) | 7.17.1 | Convert Jupyter Notebooks (.ipynb files) to other formats.
+[nbformat](https://pypi.org/project/nbformat) | 5.10.4 | The Jupyter Notebook format
+[nest-asyncio](https://pypi.org/project/nest-asyncio) | 1.6.0 | Patch asyncio to allow nested event loops
+[networkx](https://pypi.org/project/networkx) | 3.6.1 | Python package for creating and manipulating graphs and networks
+[nh3](https://pypi.org/project/nh3) | 0.3.3 | Python binding to Ammonia HTML sanitizer Rust crate
+[nltk](https://pypi.org/project/nltk) | 3.10.3 | Natural Language Toolkit
+[notebook](https://pypi.org/project/notebook) | 7.6.2 | Jupyter Notebook - A web-based notebook environment for interactive computing
+[notebook-shim](https://pypi.org/project/notebook-shim) | 0.2.4 | A shim layer for notebook traits and config
+[numba](https://pypi.org/project/numba) | 0.67.0 | compiling Python code using LLVM
+[numpy](https://pypi.org/project/numpy) | 2.5.2 | Fundamental package for array computing in Python
+[numpydoc](https://pypi.org/project/numpydoc) | 1.10.0 | Sphinx extension to support docstrings in Numpy format
+[onnxruntime](https://pypi.org/project/onnxruntime) | 1.28.0 | ONNX Runtime is a runtime accelerator for Machine Learning models
+[onnxruntime-genai](https://pypi.org/project/onnxruntime-genai) | 0.15.2 | ONNX Runtime GenAI
+[openai](https://pypi.org/project/openai) | 3.1.0 | The official Python library for the openai API
+[opencv-python](https://pypi.org/project/opencv-python) | 5.0.0.93 | Wrapper package for OpenCV python bindings.
+[openpyxl](https://pypi.org/project/openpyxl) | 3.1.5 | A Python library to read/write Excel 2010 xlsx/xlsm files
+[opentelemetry-api](https://pypi.org/project/opentelemetry-api) | 1.41.1 | OpenTelemetry Python API
+[optree](https://pypi.org/project/optree) | 0.19.0 | Optimized PyTree Utilities.
+[optuna](https://pypi.org/project/optuna) | 4.9.0 | A hyperparameter optimization framework
+[orjson](https://pypi.org/project/orjson) | 3.11.8 | Fast, correct Python JSON library supporting dataclasses, datetimes, and numpy
+[ormsgpack](https://pypi.org/project/ormsgpack) | 1.12.2 | Fast, correct Python msgpack library supporting dataclasses, datetimes, and numpy
+[osqp](https://pypi.org/project/osqp) | 1.1.3 | OSQP: The Operator Splitting QP Solver
+[outcome](https://pypi.org/project/outcome) | 1.3.0.post0 | Capture the outcome of Python function calls.
+[packaging](https://pypi.org/project/packaging) | 26.2 | Core utilities for Python packages
+[pandas](https://pypi.org/project/pandas) | 3.0.5 | Powerful data structures for data analysis, time series, and statistics
+[pandocfilters](https://pypi.org/project/pandocfilters) | 1.5.1 | Utilities for writing pandoc filters in python
+[panel](https://pypi.org/project/panel) | 1.9.3 | The powerful data exploration & web app framework for Python.
+[panel-material-ui](https://pypi.org/project/panel-material-ui) | 0.14.2 | An extension to bring MaterialUI components to Panel.
+[papermill](https://pypi.org/project/papermill) | 2.7.0 | Parameterize and run Jupyter and nteract Notebooks
+[param](https://pypi.org/project/param) | 2.4.1 | Declarative parameters for robust Python classes and a rich API for reactive programming
+[parso](https://pypi.org/project/parso) | 0.8.7 | A Python Parser
+[partd](https://pypi.org/project/partd) | 1.4.2 | Appendable key-value storage
+[pathspec](https://pypi.org/project/pathspec) | 1.1.1 | Utility library for gitignore style pattern matching of file paths.
+[patsy](https://pypi.org/project/patsy) | 1.0.2 | A Python package for describing statistical models and for building design matrices.
+[pep8](https://pypi.org/project/pep8) | 1.7.1 | Python style guide checker
+[pexpect](https://pypi.org/project/pexpect) | 4.9.0 | Pexpect allows easy control of interactive console applications.
+[pg8000](https://pypi.org/project/pg8000) | 1.31.5 | PostgreSQL interface library
+[pickleshare](https://pypi.org/project/pickleshare) | 0.7.5 | Tiny 'shelve'-like database with concurrency support
+[pillow](https://pypi.org/project/pillow) | 12.3.0 | Python Imaging Library (fork)
+[pip](https://pypi.org/project/pip) | 26.2.1 | The PyPA recommended tool for installing Python packages.
+[pipdeptree](https://pypi.org/project/pipdeptree) | 3.1.0 | Command line utility to show dependency tree of packages.
+[platformdirs](https://pypi.org/project/platformdirs) | 4.11.3 | A small Python package for determining appropriate platform-specific dirs, e.g. a `user data dir`.
+[plotly](https://pypi.org/project/plotly) | 6.9.0 | An open-source interactive data visualization library for Python
+[plotnine](https://pypi.org/project/plotnine) | 0.15.8 | A Grammar of Graphics for Python
+[plotpy](https://pypi.org/project/plotpy) | 2.11.0 | Curve and image plotting tools for Python/Qt applications
+[pluggy](https://pypi.org/project/pluggy) | 1.6.0 | plugin and hook calling mechanisms for python
+[polars](https://pypi.org/project/polars) | 1.43.2 | Blazingly fast DataFrame library
+[polars-runtime-32](https://pypi.org/project/polars-runtime-32) | 1.43.2 | Blazingly fast DataFrame library
+[prettytable](https://pypi.org/project/prettytable) | 3.18.0 | A simple Python library for easily displaying tabular data in a visually appealing ASCII table format
+[prince](https://pypi.org/project/prince) | 0.19.0 | Factor analysis in Python: PCA, CA, MCA, MFA, FAMD, GPA, PGA
+[priority](https://pypi.org/project/priority) | 2.0.0 | A pure-Python implementation of the HTTP/2 priority tree
+[prometheus-client](https://pypi.org/project/prometheus-client) | 0.26.0 | Python client for the Prometheus monitoring system.
+[prompt-toolkit](https://pypi.org/project/prompt-toolkit) | 3.0.52 | Library for building powerful interactive command lines in Python
+[propcache](https://pypi.org/project/propcache) | 0.5.2 | Accelerated property cache
+[protobuf](https://pypi.org/project/protobuf) | 7.35.1 | 
+[psutil](https://pypi.org/project/psutil) | 7.2.2 | Cross-platform lib for process and system monitoring.
+[psycopg2](https://pypi.org/project/psycopg2) | 2.9.12 | psycopg2 - Python-PostgreSQL Database Adapter
+[psygnal](https://pypi.org/project/psygnal) | 0.16.1 | Fast python callback/event system modeled after Qt Signals
+[ptpython](https://pypi.org/project/ptpython) | 3.0.32 | Python REPL build on top of prompt_toolkit
+[ptyprocess](https://pypi.org/project/ptyprocess) | 0.7.0 | Run a subprocess in a pseudo terminal
+[pure-eval](https://pypi.org/project/pure-eval) | 0.2.3 | Safely evaluate AST nodes without side effects
+[py-key-value-aio](https://pypi.org/project/py-key-value-aio) | 0.4.5 | Async Key-Value Store - A pluggable interface for KV Stores
+[pyarrow](https://pypi.org/project/pyarrow) | 24.0.0 | Python library for Apache Arrow
+[pyasn1](https://pypi.org/project/pyasn1) | 0.6.4 | Pure-Python implementation of ASN.1 types and DER/BER/CER codecs (X.208)
+[pyasn1-modules](https://pypi.org/project/pyasn1-modules) | 0.4.2 | A collection of ASN.1-based protocols modules
+[pybind11](https://pypi.org/project/pybind11) | 3.1.0 | Seamless operability between C++11 and Python
+[pycodestyle](https://pypi.org/project/pycodestyle) | 2.12.1 | Python style guide checker
+[pycparser](https://pypi.org/project/pycparser) | 3.0 | C parser in Python
+[pyct](https://pypi.org/project/pyct) | 0.6.0 | Python package common tasks for users (e.g. copy examples, fetch data, ...)
+[pydantic](https://pypi.org/project/pydantic) | 2.13.4 | Data validation using Python type hints
+[pydantic-ai-slim](https://pypi.org/project/pydantic-ai-slim) | 1.106.0 | Agent Framework / shim to use Pydantic with LLMs, slim package
+[pydantic-core](https://pypi.org/project/pydantic-core) | 2.46.4 | Core functionality for Pydantic validation and serialization
+[pydantic-evals](https://pypi.org/project/pydantic-evals) | 1.106.0 | Framework for evaluating stochastic code execution, especially code making use of LLMs
+[pydantic-graph](https://pypi.org/project/pydantic-graph) | 1.106.0 | Graph and state machine library
+[pydantic-settings](https://pypi.org/project/pydantic-settings) | 2.15.0 | Settings management using Pydantic
+[pydeck](https://pypi.org/project/pydeck) | 0.9.3 | Widget for deck.gl maps
+[pydocstyle](https://pypi.org/project/pydocstyle) | 6.3.0 | Python docstring style checker
+[pydot](https://pypi.org/project/pydot) | 4.0.1 | Python interface to Graphviz's Dot
+[pyflakes](https://pypi.org/project/pyflakes) | 3.2.0 | passive checker of Python programs
+[pygithub](https://pypi.org/project/pygithub) | 2.8.1 | Use the full Github API v3
+[pygments](https://pypi.org/project/pygments) | 2.20.0 | Pygments is a syntax highlighting package written in Python.
+[pyjwt](https://pypi.org/project/pyjwt) | 2.13.0 | JSON Web Token implementation in Python
+[pylint](https://pypi.org/project/pylint) | 4.0.6 | python code static checker
+[pylint-venv](https://pypi.org/project/pylint-venv) | 3.0.4 | pylint-venv provides a Pylint init-hook to use the same Pylint installation with different virtual environments.
+[pyls-spyder](https://pypi.org/project/pyls-spyder) | 0.4.0 | Spyder extensions for the python-lsp-server
+[pympler](https://pypi.org/project/pympler) | 1.1 | A development tool to measure, monitor and analyze the memory behavior of Python objects.
+[pynacl](https://pypi.org/project/pynacl) | 1.6.2 | Python binding to the Networking and Cryptography (NaCl) library
+[pynndescent](https://pypi.org/project/pynndescent) | 0.6.0 | Nearest Neighbor Descent
+[pyodbc](https://pypi.org/project/pyodbc) | 5.3.0 | DB API module for ODBC
+[pyomo](https://pypi.org/project/pyomo) | 6.10.1 | The Pyomo optimization modeling framework
+[pypandoc](https://pypi.org/project/pypandoc) | 1.15 | Thin wrapper for pandoc.
+[pyparsing](https://pypi.org/project/pyparsing) | 3.3.2 | pyparsing - Classes and methods to define and execute parsing grammars
+[pypdf](https://pypi.org/project/pypdf) | 6.16.2 | A pure-python PDF library capable of splitting, merging, cropping, and transforming PDF files
+[pyperclip](https://pypi.org/project/pyperclip) | 1.11.0 | A cross-platform clipboard module for Python. (Only handles plain text for now.)
+[pyproject-hooks](https://pypi.org/project/pyproject-hooks) | 1.2.0 | Wrappers to call pyproject.toml-based build backend hooks.
+[pyqt5](https://pypi.org/project/pyqt5) | 5.15.11 | Python bindings for the Qt cross platform application toolkit
+[pyqt5-qt5](https://pypi.org/project/pyqt5-qt5) | 5.15.2 | The subset of a Qt installation needed by PyQt5.
+[pyqt5-sip](https://pypi.org/project/pyqt5-sip) | 12.17.1 | The sip module support for PyQt5
+[pyqtgraph](https://pypi.org/project/pyqtgraph) | 0.14.0 | Scientific Graphics and GUI Library for Python
+[pyqtwebengine](https://pypi.org/project/pyqtwebengine) | 5.15.7 | Python bindings for the Qt WebEngine framework
+[pyqtwebengine-qt5](https://pypi.org/project/pyqtwebengine-qt5) | 5.15.2 | The subset of a Qt installation needed by PyQtWebEngine.
+[pyserial](https://pypi.org/project/pyserial) | 3.5 | Python Serial Port Extension
+[pyspnego](https://pypi.org/project/pyspnego) | 0.12.0 | Windows Negotiate Authentication Client and Server
+[pytest](https://pypi.org/project/pytest) | 9.0.3 | pytest: simple powerful testing with Python
+[python-barcode](https://pypi.org/project/python-barcode) | 0.16.1 | Create standard barcodes with Python. No external modules needed. (optional Pillow support included).
+[python-dateutil](https://pypi.org/project/python-dateutil) | 2.9.0.post0 | Extensions to the standard Python datetime module
+[python-dotenv](https://pypi.org/project/python-dotenv) | 1.2.2 | Read key-value pairs from a .env file and set them as environment variables
+[python-json-logger](https://pypi.org/project/python-json-logger) | 4.1.0 | JSON Log Formatter for the Python Logging Package
+[python-lsp-black](https://pypi.org/project/python-lsp-black) | 2.0.0 | Black plugin for the Python LSP Server
+[python-lsp-jsonrpc](https://pypi.org/project/python-lsp-jsonrpc) | 1.1.2 | JSON RPC 2.0 server library
+[python-lsp-ruff](https://pypi.org/project/python-lsp-ruff) | 2.3.0 | Ruff linting plugin for pylsp
+[python-lsp-server](https://pypi.org/project/python-lsp-server) | 1.15.0 | Python Language Server for the Language Server Protocol
+[python-multipart](https://pypi.org/project/python-multipart) | 0.0.32 | A streaming multipart parser for Python
+[python-slugify](https://pypi.org/project/python-slugify) | 8.0.4 | A Python slugify application that also handles Unicode
+[pythonqwt](https://pypi.org/project/pythonqwt) | 0.16.3 | Qt plotting widgets for Python
+[pytokens](https://pypi.org/project/pytokens) | 0.4.1 | A Fast, spec compliant Python 3.14+ tokenizer that runs on older Pythons.
+[pytoolconfig](https://pypi.org/project/pytoolconfig) | 1.3.1 | Python tool configuration
+[pyuca](https://pypi.org/project/pyuca) | 1.2 | a Python implementation of the Unicode Collation Algorithm
+[pyusb](https://pypi.org/project/pyusb) | 1.3.1 | Easy USB access for Python
+[pyvisa](https://pypi.org/project/pyvisa) | 1.16.2 | Python VISA bindings for GPIB, RS232, TCPIP and USB instruments
+[pyviz-comms](https://pypi.org/project/pyviz-comms) | 3.0.6 | A JupyterLab extension for rendering HoloViz content.
+[pywavelets](https://pypi.org/project/pywavelets) | 1.9.0 | PyWavelets, wavelet transform module
+[pywin32](https://pypi.org/project/pywin32) | 312 | Python for Windows Extensions
+[pywin32-ctypes](https://pypi.org/project/pywin32-ctypes) | 0.2.3 | A (partial) reimplementation of pywin32 using ctypes/cffi
+[pywinpty](https://pypi.org/project/pywinpty) | 3.0.5 | Pseudo terminal support for Windows from Python.
+[pyyaml](https://pypi.org/project/pyyaml) | 6.0.3 | YAML parser and emitter for Python
+[pyzmq](https://pypi.org/project/pyzmq) | 27.1.0 | Python bindings for 0MQ
+[qdarkstyle](https://pypi.org/project/qdarkstyle) | 3.2.3 | The most complete dark/light style sheet for C++/Python and Qt applications
+[qdldl](https://pypi.org/project/qdldl) | 0.1.9.post1 | QDLDL, a free LDL factorization routine.
+[qrcode](https://pypi.org/project/qrcode) | 8.2 | QR Code image generator
+[qstylizer](https://pypi.org/project/qstylizer) | 0.2.4 | Stylesheet Generator for PyQt{4-5}/PySide{1-2}
+[qtawesome](https://pypi.org/project/qtawesome) | 1.4.2 | FontAwesome icons in PyQt and PySide applications
+[qtconsole](https://pypi.org/project/qtconsole) | 5.7.2 | Jupyter Qt console
+[qtpy](https://pypi.org/project/qtpy) | 2.4.3 | Provides an abstraction layer on top of the various Qt bindings (PyQt5/6 and PySide2/6).
+[quantecon](https://pypi.org/project/quantecon) | 0.11.4 | Import the main names to top level.
+[quart](https://pypi.org/project/quart) | 0.20.0 | A Python ASGI web framework with the same API as Flask
+[rapidfuzz](https://pypi.org/project/rapidfuzz) | 3.14.5 | rapid fuzzy string matching
+[readme-renderer](https://pypi.org/project/readme-renderer) | 45.0 | readme_renderer is a library for rendering readme descriptions for Warehouse
+[redis](https://pypi.org/project/redis) | 8.1.0 | Python client for Redis database and key-value store
+[referencing](https://pypi.org/project/referencing) | 0.37.0 | JSON Referencing + Python
+[regex](https://pypi.org/project/regex) | 2026.7.19 | Alternative regular expression module, to replace re.
+[reportlab](https://pypi.org/project/reportlab) | 5.0.0 | The Reportlab Toolkit
+[requests](https://pypi.org/project/requests) | 2.34.2 | Python HTTP for Humans.
+[requests-ntlm](https://pypi.org/project/requests-ntlm) | 1.3.0 | This package allows for HTTP NTLM authentication using the requests library.
+[requests-toolbelt](https://pypi.org/project/requests-toolbelt) | 1.0.0 | A utility belt for advanced users of python-requests
+[rfc3339-validator](https://pypi.org/project/rfc3339-validator) | 0.1.4 | A pure python RFC3339 validator
+[rfc3986](https://pypi.org/project/rfc3986) | 2.0.0 | Validating URI References per RFC 3986
+[rfc3986-validator](https://pypi.org/project/rfc3986-validator) | 0.1.1 | Pure python rfc3986 validator
+[rfc3987-syntax](https://pypi.org/project/rfc3987-syntax) | 1.1.0 | Helper functions to syntactically validate strings according to RFC 3987.
+[rich](https://pypi.org/project/rich) | 15.0.0 | Render rich text, tables, progress bars, syntax highlighting, markdown and more to the terminal
+[roman-numerals](https://pypi.org/project/roman-numerals) | 4.1.0 | Manipulate well-formed Roman numerals
+[rope](https://pypi.org/project/rope) | 1.14.0 | a python refactoring library...
+[rpds-py](https://pypi.org/project/rpds-py) | 2026.6.3 | Python bindings to Rust's persistent data structures (rpds)
+[rtree](https://pypi.org/project/rtree) | 1.4.1 | R-Tree spatial index for Python GIS
+[ruff](https://pypi.org/project/ruff) | 0.16.1 | An extremely fast Python linter and code formatter, written in Rust.
+[rx](https://pypi.org/project/rx) | 3.2.0 | Reactive Extensions (Rx) for Python
+[scikit-image](https://pypi.org/project/scikit-image) | 0.26.0 | Image processing in Python
+[scikit-learn](https://pypi.org/project/scikit-learn) | 1.9.0 | A set of python modules for machine learning and data mining
+[scipy](https://pypi.org/project/scipy) | 1.18.1 | Fundamental algorithms for scientific computing in Python
+[scramp](https://pypi.org/project/scramp) | 1.4.17 | An implementation of the SCRAM protocol.
+[scs](https://pypi.org/project/scs) | 3.2.11 | Splitting conic solver
+[seaborn](https://pypi.org/project/seaborn) | 0.13.2 | Statistical data visualization
+[send2trash](https://pypi.org/project/send2trash) | 2.1.0 | Send file to trash natively under Mac OS X, Windows and Linux
+[setuptools](https://pypi.org/project/setuptools) | 83.0.0 | Most extensible Python build backend with support for C/C++ extension modules
+[shapely](https://pypi.org/project/shapely) | 2.1.2 | Manipulation and analysis of geometric objects
+[shellingham](https://pypi.org/project/shellingham) | 1.5.4 | Tool to Detect Surrounding Shell
+[simplejson](https://pypi.org/project/simplejson) | 4.1.2 | Simple, fast, extensible JSON encoder/decoder for Python
+[simpy](https://pypi.org/project/simpy) | 4.1.2 | Event discrete, process based simulation for Python.
+[six](https://pypi.org/project/six) | 1.17.0 | Python 2 and 3 compatibility utilities
+[sklearn-compat](https://pypi.org/project/sklearn-compat) | 0.1.6 | Ease support for compatible scikit-learn estimators across versions
+[skrub](https://pypi.org/project/skrub) | 0.10.0 | Machine learning with dataframes
+[smmap](https://pypi.org/project/smmap) | 5.0.3 | A pure Python implementation of a sliding window memory map manager
+[sniffio](https://pypi.org/project/sniffio) | 1.3.1 | Sniff out which async library your code is running under
+[snowballstemmer](https://pypi.org/project/snowballstemmer) | 3.1.1 | This package provides 36 stemmers for 34 languages generated from Snowball algorithms.
+[sortedcontainers](https://pypi.org/project/sortedcontainers) | 2.4.0 | Sorted Containers -- Sorted List, Sorted Dict, Sorted Set
+[sounddevice](https://pypi.org/project/sounddevice) | 0.5.5 | Play and Record Sound with Python
+[soundfile](https://pypi.org/project/soundfile) | 0.14.0 | An audio library based on libsndfile, CFFI and NumPy
+[soupsieve](https://pypi.org/project/soupsieve) | 2.9.2 | A modern CSS selector implementation for Beautiful Soup.
+[sparsediffpy](https://pypi.org/project/sparsediffpy) | 0.3.0 | Python bindings for SparseDiffEngine algorithmic differentiation
+[sphinx](https://pypi.org/project/sphinx) | 9.1.0 | Python documentation generator
+[sphinx-rtd-theme](https://pypi.org/project/sphinx-rtd-theme) | 3.1.0 | Read the Docs theme for Sphinx
+[sphinxcontrib-applehelp](https://pypi.org/project/sphinxcontrib-applehelp) | 2.0.0 | sphinxcontrib-applehelp is a Sphinx extension which outputs Apple help books
+[sphinxcontrib-devhelp](https://pypi.org/project/sphinxcontrib-devhelp) | 2.0.0 | sphinxcontrib-devhelp is a sphinx extension which outputs Devhelp documents
+[sphinxcontrib-htmlhelp](https://pypi.org/project/sphinxcontrib-htmlhelp) | 2.1.0 | sphinxcontrib-htmlhelp is a sphinx extension which renders HTML help files
+[sphinxcontrib-jquery](https://pypi.org/project/sphinxcontrib-jquery) | 4.1 | Extension to include jQuery on newer Sphinx releases
+[sphinxcontrib-jsmath](https://pypi.org/project/sphinxcontrib-jsmath) | 1.0.1 | A sphinx extension which renders display math in HTML via JavaScript
+[sphinxcontrib-qthelp](https://pypi.org/project/sphinxcontrib-qthelp) | 2.0.0 | sphinxcontrib-qthelp is a sphinx extension which outputs QtHelp documents
+[sphinxcontrib-serializinghtml](https://pypi.org/project/sphinxcontrib-serializinghtml) | 2.0.0 | sphinxcontrib-serializinghtml is a sphinx extension which outputs "serialized" HTML files (json and pickle)
+[spyder](https://pypi.org/project/spyder) | 6.1.6 | The Scientific Python Development Environment
+[spyder-kernels](https://pypi.org/project/spyder-kernels) | 3.1.5 | Jupyter kernels for Spyder's console
+[sqlalchemy](https://pypi.org/project/sqlalchemy) | 2.0.51 | Database Abstraction Library
+[sqlite-bro](https://pypi.org/project/sqlite-bro) | 1.3.2 | a graphic SQLite and DuckDB Client in 1 Python file
+[sqlite-fts4](https://pypi.org/project/sqlite-fts4) | 1.0.3 | Python functions for working with SQLite FTS4 search
+[sqlite-utils](https://pypi.org/project/sqlite-utils) | 4.1.1 | CLI tool and Python library for manipulating SQLite databases
+[sqlparse](https://pypi.org/project/sqlparse) | 0.6.0 | A non-validating SQL parser.
+[squarify](https://pypi.org/project/squarify) | 0.4.4 | Pure Python implementation of the squarify treemap layout algorithm
+[sse-starlette](https://pypi.org/project/sse-starlette) | 3.4.8 | SSE plugin for Starlette
+[sspilib](https://pypi.org/project/sspilib) | 0.5.0 | SSPI API bindings for Python
+[stack-data](https://pypi.org/project/stack-data) | 0.6.3 | Extract data from python stack frames and tracebacks for informative displays
+[starlette](https://pypi.org/project/starlette) | 1.6.0 | The little ASGI library that shines.
+[statsmodels](https://pypi.org/project/statsmodels) | 0.14.6 | Statistical computations and models for Python
+[streamlit](https://pypi.org/project/streamlit) | 1.60.0 | A faster way to build and share data apps
+[streamlit-bokeh](https://pypi.org/project/streamlit-bokeh) | 3.9.1 | Streamlit component that allows you to render Bokeh charts
+[superqt](https://pypi.org/project/superqt) | 0.8.2 | Missing widgets and components for PyQt/PySide
+[sympy](https://pypi.org/project/sympy) | 1.14.0 | Computer algebra system (CAS) in Python
+[tabulate](https://pypi.org/project/tabulate) | 0.10.0 | Pretty-print tabular data
+[tenacity](https://pypi.org/project/tenacity) | 9.1.4 | Retry code until it succeeds
+[termcolor](https://pypi.org/project/termcolor) | 3.3.0 | ANSI color formatting for output in terminal
+[terminado](https://pypi.org/project/terminado) | 0.18.1 | Tornado websocket backend for the Xterm.js Javascript terminal emulator library.
+[text-unidecode](https://pypi.org/project/text-unidecode) | 1.3 | The most basic Text::Unidecode port
+[textdistance](https://pypi.org/project/textdistance) | 4.6.3 | Compute distance between the two texts.
+[thefuzz](https://pypi.org/project/thefuzz) | 0.22.1 | Fuzzy string matching in python
+[threadpoolctl](https://pypi.org/project/threadpoolctl) | 3.6.0 | threadpoolctl
+[three-merge](https://pypi.org/project/three-merge) | 0.1.1 | Simple library for merging two strings with respect to a base one
+[tifffile](https://pypi.org/project/tifffile) | 2026.4.11 | Read and write TIFF files
+[tiktoken](https://pypi.org/project/tiktoken) | 0.12.0 | tiktoken is a fast BPE tokeniser for use with OpenAI's models
+[tinycss2](https://pypi.org/project/tinycss2) | 1.5.1 | A tiny CSS parser
+[tokenizers](https://pypi.org/project/tokenizers) | 0.23.1 | 
+[toml](https://pypi.org/project/toml) | 0.10.2 | Python Library for Tom's Obvious, Minimal Language
+[tomli-w](https://pypi.org/project/tomli-w) | 1.2.0 | A lil' TOML writer
+[tomlkit](https://pypi.org/project/tomlkit) | 0.15.1 | Style preserving TOML library
+[toolz](https://pypi.org/project/toolz) | 1.1.0 | List processing tools and functional utilities
+[tornado](https://pypi.org/project/tornado) | 6.5.10 | Tornado is a Python web framework and asynchronous networking library, originally developed at FriendFeed.
+[tqdm](https://pypi.org/project/tqdm) | 4.70.0 | Fast, Extensible Progress Meter
+[traitlets](https://pypi.org/project/traitlets) | 5.16.1 | Traitlets Python configuration system
+[traittypes](https://pypi.org/project/traittypes) | 0.2.3 | Scipy trait types
+[trio](https://pypi.org/project/trio) | 0.34.0 | A friendly Python library for async concurrency and I/O
+[trove-classifiers](https://pypi.org/project/trove-classifiers) | 2026.6.1.19 | Canonical source for classifiers on PyPI (pypi.org).
+[truststore](https://pypi.org/project/truststore) | 0.10.4 | Verify certificates using native system trust stores
+[twine](https://pypi.org/project/twine) | 7.0.0 | Collection of utilities for publishing packages on PyPI
+[typer](https://pypi.org/project/typer) | 0.25.1 | Typer, build great CLIs. Easy to code. Based on Python type hints.
+[types-requests](https://pypi.org/project/types-requests) | 2.33.0.20260712 | Typing stubs for requests
+[typing-extensions](https://pypi.org/project/typing-extensions) | 4.16.0 | Backported and Experimental Type Hints for Python 3.9+
+[typing-inspection](https://pypi.org/project/typing-inspection) | 0.4.4 | Runtime typing introspection tools
+[tzdata](https://pypi.org/project/tzdata) | 2026.3 | Provider of IANA time zone data
+[tzlocal](https://pypi.org/project/tzlocal) | 5.4.4 | tzinfo object for the local timezone
+[uc-micro-py](https://pypi.org/project/uc-micro-py) | 2.0.0 | Micro subset of unicode data files for linkify-it-py projects.
+[ujson](https://pypi.org/project/ujson) | 5.13.0 | Ultra fast JSON encoder and decoder for Python
+[umap-learn](https://pypi.org/project/umap-learn) | 0.5.12 | Uniform Manifold Approximation and Projection
+[uncertainties](https://pypi.org/project/uncertainties) | 3.2.3 | calculations with values with uncertainties, error propagation
+[uri-template](https://pypi.org/project/uri-template) | 1.3.0 | RFC 6570 URI Template Processor
+[urllib3](https://pypi.org/project/urllib3) | 2.7.0 | HTTP library with thread-safe connection pooling, file post, and more.
+[uuid-utils](https://pypi.org/project/uuid-utils) | 0.17.0 | Fast, drop-in replacement for Python's uuid module, powered by Rust.
+[uvicorn](https://pypi.org/project/uvicorn) | 0.51.0 | The lightning-fast ASGI server.
+[vega-datasets](https://pypi.org/project/vega-datasets) | 0.9.0 | A Python package for offline access to Vega datasets
+[waitress](https://pypi.org/project/waitress) | 3.0.2 | Waitress WSGI server
+[watchdog](https://pypi.org/project/watchdog) | 6.0.0 | Filesystem events monitoring
+[wcwidth](https://pypi.org/project/wcwidth) | 0.7.0 | Measures the displayed width of unicode strings in a terminal
+[webcolors](https://pypi.org/project/webcolors) | 25.10.0 | A library for working with the color formats defined by HTML and CSS.
+[webencodings](https://pypi.org/project/webencodings) | 0.5.1 | Character encoding aliases for legacy web content
+[websocket-client](https://pypi.org/project/websocket-client) | 1.9.0 | WebSocket client for Python with low level API options
+[websockets](https://pypi.org/project/websockets) | 15.0.1 | An implementation of the WebSocket Protocol (RFC 6455 & 7692)
+[werkzeug](https://pypi.org/project/werkzeug) | 3.1.8 | The comprehensive WSGI web application library.
+[whatthepatch](https://pypi.org/project/whatthepatch) | 1.0.7 | A patch parsing and application library.
+[wheel](https://pypi.org/project/wheel) | 0.47.0 | Command line tool for manipulating wheel files
+[widgetsnbextension](https://pypi.org/project/widgetsnbextension) | 4.0.15 | Jupyter interactive widgets for Jupyter Notebook
+[wordcloud](https://pypi.org/project/wordcloud) | 1.9.6 | A little word cloud generator
+[wppm](https://pypi.org/project/wppm) | 17.13.20260913 | pip companion: extras-aware dependency trees, offline wheelhouses, portable Pythons
+[wsproto](https://pypi.org/project/wsproto) | 1.3.2 | Pure-Python WebSocket protocol implementation
+[xarray](https://pypi.org/project/xarray) | 2026.7.0 | N-D labeled arrays and datasets in Python
+[xlsxwriter](https://pypi.org/project/xlsxwriter) | 3.2.9 | A Python module for creating Excel XLSX files.
+[xxhash](https://pypi.org/project/xxhash) | 3.7.0 | Python binding for xxHash
+[xyzservices](https://pypi.org/project/xyzservices) | 2026.3.0 | Source of XYZ tiles providers
+[yapf](https://pypi.org/project/yapf) | 0.43.0 | A formatter for Python code
+[yarl](https://pypi.org/project/yarl) | 1.24.5 | Yet another URL library
+[yt-dlp](https://pypi.org/project/yt-dlp) | 2026.7.4 | A feature-rich command-line audio/video downloader
+[zipp](https://pypi.org/project/zipp) | 4.1.0 | Backport of pathlib-compatible object wrapper for zip files
+[zstandard](https://pypi.org/project/zstandard) | 0.25.0 | Zstandard bindings for Python
+
+
+### WheelHouse packages
+
+Name | Version | Description
+-----|---------|------------
+
+
+
diff --git a/changelogs/WinPythonslim-64bit-3.13.16.0b3.md b/changelogs/WinPythonslim-64bit-3.13.16.0b3.md
new file mode 100644
index 00000000..033ee884
--- /dev/null
+++ b/changelogs/WinPythonslim-64bit-3.13.16.0b3.md
@@ -0,0 +1,552 @@
+## WinPython 3.13.16.0slim
+
+The following packages are included in WinPython-64bit v3.13.16.0slim b3.
+
+
+### Tools
+
+Name | Version | Description
+-----|---------|------------
+[Pandoc](https://pandoc.org) | 3.1.9 | an universal document converter
+[Python](http://www.python.org/) | 3.13.16 | Python programming language with standard library
+
+
+### Python packages
+
+Name | Version | Description
+-----|---------|------------
+[absl-py](https://pypi.org/project/absl-py) | 2.5.0 | Abseil Python Common Libraries, see https://github.com/abseil/abseil-py.
+[adbc-driver-manager](https://pypi.org/project/adbc-driver-manager) | 1.12.0 | A generic entrypoint for ADBC drivers.
+[aiofile](https://pypi.org/project/aiofile) | 3.12.3 | Asynchronous file operations.
+[aiofiles](https://pypi.org/project/aiofiles) | 25.1.0 | File support for asyncio.
+[aiohappyeyeballs](https://pypi.org/project/aiohappyeyeballs) | 2.7.1 | Happy Eyeballs for asyncio
+[aiohttp](https://pypi.org/project/aiohttp) | 3.14.3 | Async http client/server framework (asyncio)
+[aiosignal](https://pypi.org/project/aiosignal) | 1.4.0 | aiosignal: a list of registered asynchronous callbacks
+[aiosqlite](https://pypi.org/project/aiosqlite) | 0.22.1 | asyncio bridge to the standard sqlite3 module
+[alabaster](https://pypi.org/project/alabaster) | 1.0.0 | A light, configurable Sphinx theme
+[alembic](https://pypi.org/project/alembic) | 1.18.5 | A database migration tool for SQLAlchemy.
+[altair](https://pypi.org/project/altair) | 6.2.2 | Vega-Altair: A declarative statistical visualization library for Python.
+[annotated-doc](https://pypi.org/project/annotated-doc) | 0.0.5 | Document parameters, class attributes, return types, and variables inline, with Annotated.
+[annotated-types](https://pypi.org/project/annotated-types) | 0.8.0 | Reusable constraint types to use with typing.Annotated
+[anthropic](https://pypi.org/project/anthropic) | 1.11.0 | The official Python library for the anthropic API
+[anyio](https://pypi.org/project/anyio) | 4.14.2 | High-level concurrency and networking framework on top of asyncio or Trio
+[anywidget](https://pypi.org/project/anywidget) | 0.11.0 | custom jupyter widgets made easy
+[appdirs](https://pypi.org/project/appdirs) | 1.4.4 | A small Python module for determining appropriate platform-specific dirs, e.g. a "user data dir".
+[argcomplete](https://pypi.org/project/argcomplete) | 3.7.2 | Bash tab completion for argparse
+[argon2-cffi](https://pypi.org/project/argon2-cffi) | 25.1.0 | Argon2 for Python
+[argon2-cffi-bindings](https://pypi.org/project/argon2-cffi-bindings) | 25.1.0 | Low-level CFFI bindings for Argon2
+[array-api-compat](https://pypi.org/project/array-api-compat) | 1.15.0 | A wrapper around NumPy and other array libraries to make them compatible with the Array API standard
+[arrow](https://pypi.org/project/arrow) | 1.4.0 | Better dates & times for Python
+[asgi-csrf](https://pypi.org/project/asgi-csrf) | 0.11 | ASGI middleware for protecting against CSRF attacks
+[asgiref](https://pypi.org/project/asgiref) | 3.12.1 | ASGI specs, helper code, and adapters
+[asn1crypto](https://pypi.org/project/asn1crypto) | 1.5.1 | Fast ASN.1 parser and serializer with definitions for private keys, public keys, certificates, CRL, OCSP, CMS, PKCS#3, PKCS#7, PKCS#8, PKCS#12,
+[ast-serialize](https://pypi.org/project/ast-serialize) | 0.8.0 | Python bindings for mypy AST serialization
+[asteval](https://pypi.org/project/asteval) | 1.0.9 | Safe, minimalistic evaluator of python expression using ast module
+[astroid](https://pypi.org/project/astroid) | 4.0.4 | An abstract syntax tree for Python with inference support.
+[asttokens](https://pypi.org/project/asttokens) | 3.0.2 | Annotate AST trees with source code positions
+[async-lru](https://pypi.org/project/async-lru) | 2.3.0 | Simple LRU cache for asyncio
+[asyncssh](https://pypi.org/project/asyncssh) | 2.24.0 | AsyncSSH: Asynchronous SSHv2 client and server library
+[attrs](https://pypi.org/project/attrs) | 26.1.0 | Classes Without Boilerplate
+[authlib](https://pypi.org/project/authlib) | 1.7.2 | The ultimate Python library in building OAuth and OpenID Connect servers and clients.
+[autopep8](https://pypi.org/project/autopep8) | 2.0.4 | A tool that automatically formats Python code to conform to the PEP 8 style guide
+[azure-core](https://pypi.org/project/azure-core) | 1.41.0 | Microsoft Azure Core Library for Python
+[azure-cosmos](https://pypi.org/project/azure-cosmos) | 4.16.1 | Microsoft Azure Cosmos Client Library for Python
+[azure-identity](https://pypi.org/project/azure-identity) | 1.25.3 | Microsoft Azure Identity Library for Python
+[babel](https://pypi.org/project/babel) | 2.18.0 | Internationalization utilities
+[baresql](https://pypi.org/project/baresql) | 1.0.0 | playing SQL directly on Python datas
+[bcrypt](https://pypi.org/project/bcrypt) | 5.0.0 | Modern password hashing for your software and your servers
+[beartype](https://pypi.org/project/beartype) | 0.22.9 | Unbearably fast near-real-time pure-Python runtime-static type-checker.
+[beautifulsoup4](https://pypi.org/project/beautifulsoup4) | 4.15.0 | Screen-scraping library
+[binaryornot](https://pypi.org/project/binaryornot) | 0.6.0 | Ultra-lightweight pure Python package to check if a file is binary or text.
+[black](https://pypi.org/project/black) | 26.5.1 | The uncompromising code formatter.
+[bleach](https://pypi.org/project/bleach) | 6.4.0 | An easy safelist-based HTML-sanitizing tool.
+[blinker](https://pypi.org/project/blinker) | 1.9.0 | Fast, simple object-to-object and broadcast signaling
+[bokeh](https://pypi.org/project/bokeh) | 3.9.1 | Interactive plots and applications in the browser from Python
+[branca](https://pypi.org/project/branca) | 0.8.2 | Generate complex HTML+JS pages with Python
+[brotli](https://pypi.org/project/brotli) | 1.2.0 | Python bindings for the Brotli compression library
+[build](https://pypi.org/project/build) | 1.5.0 | A simple, correct Python build frontend
+[cachetools](https://pypi.org/project/cachetools) | 7.1.4 | Extensible memoizing collections and decorators
+[caio](https://pypi.org/project/caio) | 0.12.2 | Asynchronous file IO for Linux MacOS or Windows.
+[cattrs](https://pypi.org/project/cattrs) | 26.1.0 | Composable complex class support for attrs and dataclasses.
+[certifi](https://pypi.org/project/certifi) | 2026.1.4 | Python package for providing Mozilla's CA Bundle.
+[cffi](https://pypi.org/project/cffi) | 2.1.1 | Foreign Function Interface for Python calling C code.
+[chardet](https://pypi.org/project/chardet) | 7.6.0 | Universal character encoding detector
+[charset-normalizer](https://pypi.org/project/charset-normalizer) | 3.4.7 | The Real First Universal Charset Detector. Open, modern and actively maintained alternative to Chardet.
+[clarabel](https://pypi.org/project/clarabel) | 0.11.1 | Clarabel Conic Interior Point Solver for Rust / Python
+[click](https://pypi.org/project/click) | 8.4.2 | Composable command line interface toolkit
+[click-default-group](https://pypi.org/project/click-default-group) | 1.2.4 | click_default_group
+[cloudpickle](https://pypi.org/project/cloudpickle) | 3.1.2 | Pickler class to extend the standard pickle.Pickler functionality
+[cohere](https://pypi.org/project/cohere) | 7.0.8 | 
+[colorama](https://pypi.org/project/colorama) | 0.4.6 | Cross-platform colored terminal text.
+[colorcet](https://pypi.org/project/colorcet) | 3.2.1 | Collection of perceptually uniform colormaps
+[colorlog](https://pypi.org/project/colorlog) | 6.12.0 | Add colours to the output of Python's logging module.
+[comm](https://pypi.org/project/comm) | 0.2.3 | Jupyter Python Comm implementation, for usage in ipykernel, xeus-python etc.
+[contourpy](https://pypi.org/project/contourpy) | 1.3.3 | Python library for calculating contours of 2D quadrilateral grids
+[cookiecutter](https://pypi.org/project/cookiecutter) | 2.7.1 | A command-line utility that creates projects from project templates, e.g.
+[cryptography](https://pypi.org/project/cryptography) | 50.0.0 | cryptography is a package which provides cryptographic recipes and primitives to Python developers.
+[cvxopt](https://pypi.org/project/cvxopt) | 1.3.3 | Convex optimization package
+[cvxpy](https://pypi.org/project/cvxpy) | 1.9.2 | A domain-specific language for modeling convex optimization problems in Python.
+[cycler](https://pypi.org/project/cycler) | 0.12.1 | Composable style cycles
+[cython](https://pypi.org/project/cython) | 3.2.9 | The Cython compiler for writing C extensions in the Python language.
+[cytoolz](https://pypi.org/project/cytoolz) | 1.1.0 | Cython implementation of Toolz: High performance functional utilities
+[dask](https://pypi.org/project/dask) | 2026.7.1 | Parallel PyData with Task Scheduling
+[datasette](https://pypi.org/project/datasette) | 0.65.5 | An open source multi-tool for exploring and publishing data
+[datasette-graphql](https://pypi.org/project/datasette-graphql) | 2.2 | Datasette plugin providing an automatic GraphQL API for your SQLite databases
+[datashader](https://pypi.org/project/datashader) | 0.19.1 | Data visualization toolchain based on aggregating into a grid
+[deap](https://pypi.org/project/deap) | 1.4.4 | Distributed Evolutionary Algorithms in Python
+[debugpy](https://pypi.org/project/debugpy) | 1.8.21 | An implementation of the Debug Adapter Protocol for Python
+[decorator](https://pypi.org/project/decorator) | 5.3.1 | Decorators for Humans
+[defusedxml](https://pypi.org/project/defusedxml) | 0.7.1 | XML bomb protection for Python stdlib modules
+[diff-match-patch](https://pypi.org/project/diff-match-patch) | 20241021 | Repackaging of Google's Diff Match and Patch libraries.
+[dill](https://pypi.org/project/dill) | 0.4.1 | serialize all of Python
+[distro](https://pypi.org/project/distro) | 1.9.0 | Distro - an OS platform information API
+[dnspython](https://pypi.org/project/dnspython) | 2.8.0 | DNS toolkit
+[docstring-parser](https://pypi.org/project/docstring-parser) | 0.18.0 | Parse Python docstrings in reST, Google and Numpydoc format
+[docstring-to-markdown](https://pypi.org/project/docstring-to-markdown) | 0.17 | On the fly conversion of Python docstrings to markdown
+[docutils](https://pypi.org/project/docutils) | 0.22.4 | Docutils -- Python Documentation Utilities
+[duckdb](https://pypi.org/project/duckdb) | 1.5.6 | DuckDB in-process database
+[email-validator](https://pypi.org/project/email-validator) | 2.3.0 | A robust email address syntax and deliverability validation library.
+[entrypoints](https://pypi.org/project/entrypoints) | 0.4 | Discover and load entry points from installed packages.
+[et-xmlfile](https://pypi.org/project/et-xmlfile) | 2.0.0 | An implementation of lxml.xmlfile for the standard library
+[exceptiongroup](https://pypi.org/project/exceptiongroup) | 1.3.1 | Backport of PEP 654 (exception groups)
+[executing](https://pypi.org/project/executing) | 2.2.1 | Get the currently executing AST node of a frame, and other information
+[faker](https://pypi.org/project/faker) | 40.28.1 | Faker is a Python package that generates fake data for you.
+[fasta2a](https://pypi.org/project/fasta2a) | 0.6.1 | Convert an AI Agent into a A2A server! ✨
+[fastapi](https://pypi.org/project/fastapi) | 0.141.1 | FastAPI framework, high performance, easy to learn, fast to code, ready for production
+[fastavro](https://pypi.org/project/fastavro) | 1.12.2 | Fast read/write of AVRO files
+[fastjsonschema](https://pypi.org/project/fastjsonschema) | 2.22.2 | Fastest Python implementation of JSON schema
+[fastmcp-slim](https://pypi.org/project/fastmcp-slim) | 3.4.7 | The dependency-slim FastMCP package.
+[filelock](https://pypi.org/project/filelock) | 3.32.2 | A platform independent file lock.
+[flake8](https://pypi.org/project/flake8) | 7.1.1 | the modular source code checker: pep8 pyflakes and co
+[flask](https://pypi.org/project/flask) | 3.1.3 | A simple framework for building complex web applications.
+[flatbuffers](https://pypi.org/project/flatbuffers) | 25.12.19 | The FlatBuffers serialization format for Python
+[flexcache](https://pypi.org/project/flexcache) | 0.3 | Saves and loads to the cache a transformed versions of a source object.
+[flexparser](https://pypi.org/project/flexparser) | 0.4 | Parsing made fun ... using typing.
+[flit](https://pypi.org/project/flit) | 3.12.0 | A simple packaging tool for simple packages.
+[flit-core](https://pypi.org/project/flit-core) | 4.0.2 | Distribution-building parts of Flit. See flit package for more information
+[folium](https://pypi.org/project/folium) | 0.20.0 | Make beautiful maps with Leaflet.js & Python
+[fonttools](https://pypi.org/project/fonttools) | 4.63.0 | Tools to manipulate font files
+[foundry-local-sdk](https://pypi.org/project/foundry-local-sdk) | 0.5.1 | Foundry Local Manager Python SDK: Control-plane SDK for Foundry Local.
+[fqdn](https://pypi.org/project/fqdn) | 1.5.1 | Validates fully-qualified domain names against RFC 1123, so that they are acceptable to modern bowsers
+[frozenlist](https://pypi.org/project/frozenlist) | 1.8.0 | A list-like structure which implements collections.abc.MutableSequence
+[fsspec](https://pypi.org/project/fsspec) | 2026.7.0 | File-system specification
+[fuzzywuzzy](https://pypi.org/project/fuzzywuzzy) | 0.18.0 | Fuzzy string matching in python
+[genai-prices](https://pypi.org/project/genai-prices) | 0.0.60 | Calculate prices for calling LLM inference APIs.
+[geographiclib](https://pypi.org/project/geographiclib) | 2.1 | The geodesic routines from GeographicLib
+[geopy](https://pypi.org/project/geopy) | 2.5.0 | Python Geocoding Toolbox
+[google-auth](https://pypi.org/project/google-auth) | 2.56.3 | Google Authentication Library
+[google-genai](https://pypi.org/project/google-genai) | 2.18.0 | GenAI Python SDK
+[graphene](https://pypi.org/project/graphene) | 3.4.3 | GraphQL Framework for Python
+[graphql-core](https://pypi.org/project/graphql-core) | 3.2.11 | GraphQL implementation for Python, a port of GraphQL.js, the JavaScript reference implementation for GraphQL.
+[graphql-relay](https://pypi.org/project/graphql-relay) | 3.2.0 | Relay library for graphql-core
+[greenlet](https://pypi.org/project/greenlet) | 3.5.5 | Lightweight in-process concurrent programming
+[griffelib](https://pypi.org/project/griffelib) | 2.1.0 | Signatures for entire Python programs.
+[groq](https://pypi.org/project/groq) | 1.6.0 | The official Python library for the groq API
+[guidata](https://pypi.org/project/guidata) | 3.15.1 | Automatic GUI generation for easy dataset editing and display
+[h11](https://pypi.org/project/h11) | 0.16.0 | A pure-Python, bring-your-own-I/O implementation of HTTP/1.1
+[h2](https://pypi.org/project/h2) | 4.4.1 | Pure-Python HTTP/2 protocol implementation
+[h5py](https://pypi.org/project/h5py) | 3.16.0 | Read and write HDF5 files from Python
+[hatchling](https://pypi.org/project/hatchling) | 1.32.0 | Modern, extensible Python build backend
+[hf-xet](https://pypi.org/project/hf-xet) | 1.6.0 | Fast transfer of large files with the Hugging Face Hub.
+[highspy](https://pypi.org/project/highspy) | 1.15.1 | A thin set of pybind11 wrappers to HiGHS
+[holoviews](https://pypi.org/project/holoviews) | 1.23.1 | A high-level plotting API for the PyData ecosystem built on HoloViews.
+[hpack](https://pypi.org/project/hpack) | 4.2.0 | Pure-Python HPACK header encoding
+[html5lib](https://pypi.org/project/html5lib) | 1.1 | HTML parser based on the WHATWG HTML specification
+[httpcore](https://pypi.org/project/httpcore) | 1.0.9 | A minimal low-level HTTP client.
+[httpcore2](https://pypi.org/project/httpcore2) | 2.13.0 | A minimal low-level HTTP client.
+[httptools](https://pypi.org/project/httptools) | 0.8.0 | A collection of framework independent HTTP protocol utils.
+[httpx](https://pypi.org/project/httpx) | 0.28.1 | The next generation HTTP client.
+[httpx-sse](https://pypi.org/project/httpx-sse) | 0.4.3 | Consume Server-Sent Event (SSE) messages with HTTPX.
+[httpx2](https://pypi.org/project/httpx2) | 2.13.0 | The next generation HTTP client.
+[huggingface-hub](https://pypi.org/project/huggingface-hub) | 1.27.0 | Client library to download and publish models, datasets and other repos on the huggingface.co hub
+[hupper](https://pypi.org/project/hupper) | 1.12.1 | Integrated process monitor for developing and reloading daemons.
+[hvplot](https://pypi.org/project/hvplot) | 0.12.2 | A high-level plotting API for the PyData ecosystem built on HoloViews.
+[hypercorn](https://pypi.org/project/hypercorn) | 0.18.0 | A ASGI Server based on Hyper libraries and inspired by Gunicorn
+[hyperframe](https://pypi.org/project/hyperframe) | 6.1.0 | Pure-Python HTTP/2 framing
+[hypothesis](https://pypi.org/project/hypothesis) | 6.155.2 | The property-based testing library for Python
+[id](https://pypi.org/project/id) | 1.6.1 | A tool for generating OIDC identities
+[idna](https://pypi.org/project/idna) | 3.18 | Internationalized Domain Names in Applications (IDNA)
+[imageio](https://pypi.org/project/imageio) | 2.37.4 | Read and write images and video across all major formats. Supports scientific and volumetric data.
+[imagesize](https://pypi.org/project/imagesize) | 1.4.1 | Getting image size from png/jpeg/jpeg2000/gif file
+[imbalanced-learn](https://pypi.org/project/imbalanced-learn) | 0.14.2 | Toolbox for imbalanced dataset in machine learning
+[importlib-metadata](https://pypi.org/project/importlib-metadata) | 8.7.1 | Read metadata from Python packages
+[inflection](https://pypi.org/project/inflection) | 0.5.1 | A port of Ruby on Rails inflector to Python
+[iniconfig](https://pypi.org/project/iniconfig) | 2.3.0 | brain-dead simple config-ini parsing
+[intervaltree](https://pypi.org/project/intervaltree) | 3.2.1 | Editable interval tree data structure for Python 2 and 3
+[ipycanvas](https://pypi.org/project/ipycanvas) | 0.14.3 | Interactive widgets library exposing the browser's Canvas API
+[ipykernel](https://pypi.org/project/ipykernel) | 6.31.0 | IPython Kernel for Jupyter
+[ipyleaflet](https://pypi.org/project/ipyleaflet) | 0.20.0 | A Jupyter widget for dynamic Leaflet maps
+[ipympl](https://pypi.org/project/ipympl) | 0.10.0 | Matplotlib Jupyter Extension
+[ipython](https://pypi.org/project/ipython) | 9.15.0 | IPython: Productive Interactive Computing
+[ipython-genutils](https://pypi.org/project/ipython-genutils) | 0.2.0 | Vestigial utilities from IPython
+[ipython-pygments-lexers](https://pypi.org/project/ipython-pygments-lexers) | 1.1.1 | Defines a variety of Pygments lexers for highlighting IPython code.
+[ipython-sql](https://pypi.org/project/ipython-sql) | 0.5.0 | RDBMS access via IPython
+[ipywidgets](https://pypi.org/project/ipywidgets) | 8.1.8 | Jupyter interactive widgets
+[isoduration](https://pypi.org/project/isoduration) | 20.11.0 | Operations with ISO 8601 durations
+[isort](https://pypi.org/project/isort) | 8.0.1 | A Python utility / library to sort Python imports.
+[itsdangerous](https://pypi.org/project/itsdangerous) | 2.2.0 | Safely pass data to untrusted environments and back.
+[janus](https://pypi.org/project/janus) | 2.0.0 | Mixed sync-async queue to interoperate between asyncio tasks and classic threads
+[jaraco-classes](https://pypi.org/project/jaraco-classes) | 3.4.0 | Utility functions for Python class constructs
+[jaraco-context](https://pypi.org/project/jaraco-context) | 6.1.2 | Useful decorators and context managers
+[jaraco-functools](https://pypi.org/project/jaraco-functools) | 4.6.0 | Functools like those found in stdlib
+[jedi](https://pypi.org/project/jedi) | 0.20.0 | An autocompletion tool for Python that can be used for text editors.
+[jellyfish](https://pypi.org/project/jellyfish) | 1.2.1 | 
+[jinja2](https://pypi.org/project/jinja2) | 3.1.6 | A very fast and expressive template engine.
+[jiter](https://pypi.org/project/jiter) | 0.16.0 | Fast iterable JSON parser.
+[joblib](https://pypi.org/project/joblib) | 1.5.3 | Lightweight pipelining with Python functions
+[joserfc](https://pypi.org/project/joserfc) | 1.7.4 | The ultimate Python library for JOSE RFCs, including JWS, JWE, JWK, JWA, JWT
+[json5](https://pypi.org/project/json5) | 0.15.0 | A Python implementation of the JSON5 data format.
+[jsonpatch](https://pypi.org/project/jsonpatch) | 1.33 | Apply JSON-Patches (RFC 6902)
+[jsonpointer](https://pypi.org/project/jsonpointer) | 3.1.1 | Identify specific nodes in a JSON document (RFC 6901)
+[jsonschema](https://pypi.org/project/jsonschema) | 4.26.0 | An implementation of JSON Schema validation for Python
+[jsonschema-specifications](https://pypi.org/project/jsonschema-specifications) | 2025.9.1 | The JSON Schema meta-schemas and vocabularies, exposed as a Registry
+[julia](https://pypi.org/project/julia) | 0.6.2 | Julia/Python bridge with IPython support.
+[jupyter](https://pypi.org/project/jupyter) | 1.1.1 | Jupyter metapackage. Install all the Jupyter components in one go.
+[jupyter-bokeh](https://pypi.org/project/jupyter-bokeh) | 4.1.0 | A Jupyter extension for rendering Bokeh content.
+[jupyter-builder](https://pypi.org/project/jupyter-builder) | 1.2.2 | JupyterLab build tools
+[jupyter-client](https://pypi.org/project/jupyter-client) | 8.8.0 | Jupyter protocol implementation and client libraries
+[jupyter-console](https://pypi.org/project/jupyter-console) | 6.6.3 | Jupyter terminal console
+[jupyter-core](https://pypi.org/project/jupyter-core) | 5.9.1 | Jupyter core package. A base package on which Jupyter projects rely.
+[jupyter-events](https://pypi.org/project/jupyter-events) | 0.12.1 | Jupyter Event System library
+[jupyter-leaflet](https://pypi.org/project/jupyter-leaflet) | 0.20.0 | ipyleaflet extensions for JupyterLab and Jupyter Notebook
+[jupyter-lsp](https://pypi.org/project/jupyter-lsp) | 2.3.1 | Multi-Language Server WebSocket proxy for Jupyter Notebook/Lab server
+[jupyter-server](https://pypi.org/project/jupyter-server) | 2.21.1 | The backend—i.e. core services, APIs, and REST endpoints—to Jupyter web applications.
+[jupyter-server-terminals](https://pypi.org/project/jupyter-server-terminals) | 0.5.4 | A Jupyter Server Extension Providing Terminals.
+[jupyterlab](https://pypi.org/project/jupyterlab) | 4.6.4 | JupyterLab computational environment
+[jupyterlab-pygments](https://pypi.org/project/jupyterlab-pygments) | 0.3.0 | Pygments theme using JupyterLab CSS variables
+[jupyterlab-server](https://pypi.org/project/jupyterlab-server) | 2.28.0 | A set of server components for JupyterLab and JupyterLab like applications.
+[jupyterlab-widgets](https://pypi.org/project/jupyterlab-widgets) | 3.0.17 | Jupyter interactive widgets for JupyterLab
+[keras](https://pypi.org/project/keras) | 3.15.1 | Multi-backend Keras
+[keyring](https://pypi.org/project/keyring) | 25.7.0 | Store and access your passwords safely.
+[kiwisolver](https://pypi.org/project/kiwisolver) | 1.5.0 | A fast implementation of the Cassowary constraint solver
+[langchain](https://pypi.org/project/langchain) | 1.3.15 | Building applications with LLMs through composability
+[langchain-core](https://pypi.org/project/langchain-core) | 1.5.5 | Building applications with LLMs through composability
+[langchain-protocol](https://pypi.org/project/langchain-protocol) | 0.0.18 | Python bindings for the LangChain agent streaming protocol
+[langgraph](https://pypi.org/project/langgraph) | 1.2.11 | Building stateful, multi-actor applications with LLMs
+[langgraph-checkpoint](https://pypi.org/project/langgraph-checkpoint) | 4.2.0 | Library with base interfaces for LangGraph checkpoint savers.
+[langgraph-prebuilt](https://pypi.org/project/langgraph-prebuilt) | 1.1.0 | Library with high-level APIs for creating and executing LangGraph agents and tools.
+[langgraph-sdk](https://pypi.org/project/langgraph-sdk) | 0.4.2 | SDK for interacting with LangGraph API
+[langsmith](https://pypi.org/project/langsmith) | 0.11.0 | Client library to connect to the LangSmith Observability and Evaluation Platform.
+[lark](https://pypi.org/project/lark) | 1.3.1 | a modern parsing library
+[lazy-loader](https://pypi.org/project/lazy-loader) | 0.5 | Makes it easy to load subpackages and functions on demand.
+[librt](https://pypi.org/project/librt) | 0.15.0 | Mypyc runtime library
+[linkify-it-py](https://pypi.org/project/linkify-it-py) | 2.0.3 | Links recognition library with FULL unicode support.
+[llvmlite](https://pypi.org/project/llvmlite) | 0.49.0 | lightweight wrapper around basic LLVM functionality
+[lmfit](https://pypi.org/project/lmfit) | 1.3.4 | Least-Squares Minimization with Bounds and Constraints
+[locket](https://pypi.org/project/locket) | 1.0.0 | File-based locks for Python on Linux and Windows
+[logfire-api](https://pypi.org/project/logfire-api) | 4.33.0 | Shim for the Logfire SDK which does nothing unless Logfire is installed
+[lsprotocol](https://pypi.org/project/lsprotocol) | 2025.0.0 | Python types for Language Server Protocol.
+[lxml](https://pypi.org/project/lxml) | 6.1.0 | Powerful and Pythonic XML processing library combining libxml2/libxslt with the ElementTree API.
+[magika](https://pypi.org/project/magika) | 0.6.2 | A tool to determine the content type of a file with deep learning
+[mako](https://pypi.org/project/mako) | 1.3.12 | A super-fast templating language that borrows the best ideas from the existing templating languages.
+[markdown](https://pypi.org/project/markdown) | 3.10.2 | Python implementation of John Gruber's Markdown.
+[markdown-it-py](https://pypi.org/project/markdown-it-py) | 4.2.0 | Python port of markdown-it. Markdown parsing, done right!
+[markdownify](https://pypi.org/project/markdownify) | 1.2.3 | Convert HTML to markdown.
+[markitdown](https://pypi.org/project/markitdown) | 0.1.7 | Utility tool for converting various files to Markdown
+[markupsafe](https://pypi.org/project/markupsafe) | 3.0.3 | Safely add untrusted strings to HTML/XML markup.
+[matplotlib](https://pypi.org/project/matplotlib) | 3.11.1 | Python plotting package
+[matplotlib-inline](https://pypi.org/project/matplotlib-inline) | 0.2.2 | Inline Matplotlib backend for Jupyter
+[maturin](https://pypi.org/project/maturin) | 1.14.1 | Build and publish crates with pyo3, cffi and uniffi bindings as well as rust binaries as python packages
+[mccabe](https://pypi.org/project/mccabe) | 0.7.0 | McCabe checker, plugin for flake8
+[mcp](https://pypi.org/project/mcp) | 1.29.0 | Model Context Protocol SDK
+[mdit-py-plugins](https://pypi.org/project/mdit-py-plugins) | 0.6.1 | Collection of plugins for markdown-it-py
+[mdurl](https://pypi.org/project/mdurl) | 0.1.2 | Markdown URL utilities
+[mercantile](https://pypi.org/project/mercantile) | 1.2.1 | Web mercator XYZ tile utilities
+[mergedeep](https://pypi.org/project/mergedeep) | 1.3.4 | A deep merge function for 🐍.
+[missingno](https://pypi.org/project/missingno) | 0.5.2 | Missing data visualization module for Python.
+[mistune](https://pypi.org/project/mistune) | 3.3.4 | A sane and fast Markdown parser with useful plugins and renderers
+[mizani](https://pypi.org/project/mizani) | 0.14.4 | Scales for Python
+[ml-dtypes](https://pypi.org/project/ml-dtypes) | 0.5.4 | ml_dtypes is a stand-alone implementation of several NumPy dtype extensions used in machine learning.
+[mlxtend](https://pypi.org/project/mlxtend) | 0.25.0 | Machine Learning Library Extensions
+[moocore](https://pypi.org/project/moocore) | 0.3.2 | Core Algorithms for Multi-Objective Optimization
+[more-itertools](https://pypi.org/project/more-itertools) | 11.1.0 | More routines for operating on iterables, beyond itertools
+[mpld3](https://pypi.org/project/mpld3) | 0.5.12 | D3 Viewer for Matplotlib
+[mpmath](https://pypi.org/project/mpmath) | 1.3.0 | Python library for arbitrary-precision floating-point arithmetic
+[msal](https://pypi.org/project/msal) | 1.37.0 | The Microsoft Authentication Library (MSAL) for Python library enables your app to access the Microsoft Cloud by supporting authentication of us
+[msal-extensions](https://pypi.org/project/msal-extensions) | 1.3.1 | Microsoft Authentication Library extensions (MSAL EX) provides a persistence API that can save your data on disk, encrypted on Windows, macOS an
+[mssql-python](https://pypi.org/project/mssql-python) | 1.13.0 | A Python library for interacting with Microsoft SQL Server
+[mssql-python-odbc](https://pypi.org/project/mssql-python-odbc) | 18.6.2.1 | Internal implementation package for mssql-python: Microsoft ODBC Driver 18 for SQL Server binaries. Not intended for direct use.
+[multidict](https://pypi.org/project/multidict) | 6.7.1 | multidict implementation
+[multipledispatch](https://pypi.org/project/multipledispatch) | 1.0.0 | Multiple dispatch
+[mypy](https://pypi.org/project/mypy) | 2.3.0 | Optional static typing for Python
+[mypy-extensions](https://pypi.org/project/mypy-extensions) | 1.1.0 | Type system extensions for programs checked with the mypy type checker.
+[mysql-connector-python](https://pypi.org/project/mysql-connector-python) | 26.7.0 | A self-contained Python driver for communicating with MySQL servers, using an API that is compliant with the Python Database API Specification v
+[namex](https://pypi.org/project/namex) | 0.1.0 | A simple utility to separate the implementation of your Python package and its public API surface.
+[narwhals](https://pypi.org/project/narwhals) | 2.24.0 | Extremely lightweight compatibility layer between dataframe libraries
+[nbclient](https://pypi.org/project/nbclient) | 0.11.0 | A client library for executing notebooks. Formerly nbconvert's ExecutePreprocessor.
+[nbconvert](https://pypi.org/project/nbconvert) | 7.17.1 | Convert Jupyter Notebooks (.ipynb files) to other formats.
+[nbformat](https://pypi.org/project/nbformat) | 5.10.4 | The Jupyter Notebook format
+[nest-asyncio](https://pypi.org/project/nest-asyncio) | 1.6.0 | Patch asyncio to allow nested event loops
+[networkx](https://pypi.org/project/networkx) | 3.6.1 | Python package for creating and manipulating graphs and networks
+[nh3](https://pypi.org/project/nh3) | 0.3.3 | Python binding to Ammonia HTML sanitizer Rust crate
+[nltk](https://pypi.org/project/nltk) | 3.10.3 | Natural Language Toolkit
+[notebook](https://pypi.org/project/notebook) | 7.6.3 | Jupyter Notebook - A web-based notebook environment for interactive computing
+[notebook-shim](https://pypi.org/project/notebook-shim) | 0.2.4 | A shim layer for notebook traits and config
+[numba](https://pypi.org/project/numba) | 0.67.0 | compiling Python code using LLVM
+[numpy](https://pypi.org/project/numpy) | 2.5.2 | Fundamental package for array computing in Python
+[numpydoc](https://pypi.org/project/numpydoc) | 1.10.0 | Sphinx extension to support docstrings in Numpy format
+[onnxruntime](https://pypi.org/project/onnxruntime) | 1.28.0 | ONNX Runtime is a runtime accelerator for Machine Learning models
+[onnxruntime-genai](https://pypi.org/project/onnxruntime-genai) | 0.15.2 | ONNX Runtime GenAI
+[openai](https://pypi.org/project/openai) | 3.1.0 | The official Python library for the openai API
+[opencv-python](https://pypi.org/project/opencv-python) | 5.0.0.93 | Wrapper package for OpenCV python bindings.
+[openpyxl](https://pypi.org/project/openpyxl) | 3.1.5 | A Python library to read/write Excel 2010 xlsx/xlsm files
+[opentelemetry-api](https://pypi.org/project/opentelemetry-api) | 1.41.1 | OpenTelemetry Python API
+[optree](https://pypi.org/project/optree) | 0.19.0 | Optimized PyTree Utilities.
+[optuna](https://pypi.org/project/optuna) | 4.9.0 | A hyperparameter optimization framework
+[orjson](https://pypi.org/project/orjson) | 3.11.8 | Fast, correct Python JSON library supporting dataclasses, datetimes, and numpy
+[ormsgpack](https://pypi.org/project/ormsgpack) | 1.12.2 | Fast, correct Python msgpack library supporting dataclasses, datetimes, and numpy
+[osqp](https://pypi.org/project/osqp) | 1.1.3 | OSQP: The Operator Splitting QP Solver
+[outcome](https://pypi.org/project/outcome) | 1.3.0.post0 | Capture the outcome of Python function calls.
+[packaging](https://pypi.org/project/packaging) | 26.2 | Core utilities for Python packages
+[pandas](https://pypi.org/project/pandas) | 3.0.5 | Powerful data structures for data analysis, time series, and statistics
+[pandocfilters](https://pypi.org/project/pandocfilters) | 1.5.1 | Utilities for writing pandoc filters in python
+[panel](https://pypi.org/project/panel) | 1.9.4 | The powerful data exploration & web app framework for Python.
+[panel-material-ui](https://pypi.org/project/panel-material-ui) | 0.14.2 | An extension to bring MaterialUI components to Panel.
+[papermill](https://pypi.org/project/papermill) | 2.7.0 | Parameterize and run Jupyter and nteract Notebooks
+[param](https://pypi.org/project/param) | 2.4.1 | Declarative parameters for robust Python classes and a rich API for reactive programming
+[parso](https://pypi.org/project/parso) | 0.8.7 | A Python Parser
+[partd](https://pypi.org/project/partd) | 1.4.2 | Appendable key-value storage
+[pathspec](https://pypi.org/project/pathspec) | 1.1.1 | Utility library for gitignore style pattern matching of file paths.
+[patsy](https://pypi.org/project/patsy) | 1.0.2 | A Python package for describing statistical models and for building design matrices.
+[pep8](https://pypi.org/project/pep8) | 1.7.1 | Python style guide checker
+[pexpect](https://pypi.org/project/pexpect) | 4.9.0 | Pexpect allows easy control of interactive console applications.
+[pg8000](https://pypi.org/project/pg8000) | 1.31.5 | PostgreSQL interface library
+[pickleshare](https://pypi.org/project/pickleshare) | 0.7.5 | Tiny 'shelve'-like database with concurrency support
+[pillow](https://pypi.org/project/pillow) | 12.3.0 | Python Imaging Library (fork)
+[pip](https://pypi.org/project/pip) | 26.2.1 | The PyPA recommended tool for installing Python packages.
+[pipdeptree](https://pypi.org/project/pipdeptree) | 3.1.0 | Command line utility to show dependency tree of packages.
+[platformdirs](https://pypi.org/project/platformdirs) | 4.11.3 | A small Python package for determining appropriate platform-specific dirs, e.g. a `user data dir`.
+[plotly](https://pypi.org/project/plotly) | 6.9.0 | An open-source interactive data visualization library for Python
+[plotnine](https://pypi.org/project/plotnine) | 0.15.8 | A Grammar of Graphics for Python
+[plotpy](https://pypi.org/project/plotpy) | 2.11.0 | Curve and image plotting tools for Python/Qt applications
+[pluggy](https://pypi.org/project/pluggy) | 1.6.0 | plugin and hook calling mechanisms for python
+[polars](https://pypi.org/project/polars) | 1.44.2 | Blazingly fast DataFrame library
+[polars-runtime-32](https://pypi.org/project/polars-runtime-32) | 1.44.2 | Blazingly fast DataFrame library
+[prettytable](https://pypi.org/project/prettytable) | 3.18.0 | A simple Python library for easily displaying tabular data in a visually appealing ASCII table format
+[prince](https://pypi.org/project/prince) | 0.19.0 | Factor analysis in Python: PCA, CA, MCA, MFA, FAMD, GPA, PGA
+[priority](https://pypi.org/project/priority) | 2.0.0 | A pure-Python implementation of the HTTP/2 priority tree
+[prometheus-client](https://pypi.org/project/prometheus-client) | 0.26.0 | Python client for the Prometheus monitoring system.
+[prompt-toolkit](https://pypi.org/project/prompt-toolkit) | 3.0.53 | Library for building powerful interactive command lines in Python
+[propcache](https://pypi.org/project/propcache) | 0.5.2 | Accelerated property cache
+[protobuf](https://pypi.org/project/protobuf) | 7.36.1 | 
+[psutil](https://pypi.org/project/psutil) | 7.2.2 | Cross-platform lib for process and system monitoring.
+[psycopg2](https://pypi.org/project/psycopg2) | 2.9.12 | psycopg2 - Python-PostgreSQL Database Adapter
+[psygnal](https://pypi.org/project/psygnal) | 0.16.1 | Fast python callback/event system modeled after Qt Signals
+[ptpython](https://pypi.org/project/ptpython) | 3.0.32 | Python REPL build on top of prompt_toolkit
+[ptyprocess](https://pypi.org/project/ptyprocess) | 0.7.0 | Run a subprocess in a pseudo terminal
+[pure-eval](https://pypi.org/project/pure-eval) | 0.2.3 | Safely evaluate AST nodes without side effects
+[py-key-value-aio](https://pypi.org/project/py-key-value-aio) | 0.4.5 | Async Key-Value Store - A pluggable interface for KV Stores
+[pyarrow](https://pypi.org/project/pyarrow) | 25.0.1 | Python library for Apache Arrow
+[pyasn1](https://pypi.org/project/pyasn1) | 0.6.4 | Pure-Python implementation of ASN.1 types and DER/BER/CER codecs (X.208)
+[pyasn1-modules](https://pypi.org/project/pyasn1-modules) | 0.4.2 | A collection of ASN.1-based protocols modules
+[pybind11](https://pypi.org/project/pybind11) | 3.1.0 | Seamless operability between C++11 and Python
+[pycodestyle](https://pypi.org/project/pycodestyle) | 2.12.1 | Python style guide checker
+[pycparser](https://pypi.org/project/pycparser) | 3.0 | C parser in Python
+[pyct](https://pypi.org/project/pyct) | 0.6.0 | Python package common tasks for users (e.g. copy examples, fetch data, ...)
+[pydantic](https://pypi.org/project/pydantic) | 2.13.4 | Data validation using Python type hints
+[pydantic-ai-slim](https://pypi.org/project/pydantic-ai-slim) | 1.106.0 | Agent Framework / shim to use Pydantic with LLMs, slim package
+[pydantic-core](https://pypi.org/project/pydantic-core) | 2.46.4 | Core functionality for Pydantic validation and serialization
+[pydantic-evals](https://pypi.org/project/pydantic-evals) | 1.106.0 | Framework for evaluating stochastic code execution, especially code making use of LLMs
+[pydantic-graph](https://pypi.org/project/pydantic-graph) | 1.106.0 | Graph and state machine library
+[pydantic-settings](https://pypi.org/project/pydantic-settings) | 2.15.0 | Settings management using Pydantic
+[pydeck](https://pypi.org/project/pydeck) | 0.9.3 | Widget for deck.gl maps
+[pydocstyle](https://pypi.org/project/pydocstyle) | 6.3.0 | Python docstring style checker
+[pydot](https://pypi.org/project/pydot) | 4.0.1 | Python interface to Graphviz's Dot
+[pyflakes](https://pypi.org/project/pyflakes) | 3.2.0 | passive checker of Python programs
+[pygithub](https://pypi.org/project/pygithub) | 2.8.1 | Use the full Github API v3
+[pygments](https://pypi.org/project/pygments) | 2.20.0 | Pygments is a syntax highlighting package written in Python.
+[pyjwt](https://pypi.org/project/pyjwt) | 2.15.1 | JSON Web Token implementation in Python
+[pylint](https://pypi.org/project/pylint) | 4.0.6 | python code static checker
+[pylint-venv](https://pypi.org/project/pylint-venv) | 3.0.4 | pylint-venv provides a Pylint init-hook to use the same Pylint installation with different virtual environments.
+[pyls-spyder](https://pypi.org/project/pyls-spyder) | 0.4.0 | Spyder extensions for the python-lsp-server
+[pympler](https://pypi.org/project/pympler) | 1.1 | A development tool to measure, monitor and analyze the memory behavior of Python objects.
+[pynacl](https://pypi.org/project/pynacl) | 1.6.2 | Python binding to the Networking and Cryptography (NaCl) library
+[pynndescent](https://pypi.org/project/pynndescent) | 0.6.0 | Nearest Neighbor Descent
+[pyodbc](https://pypi.org/project/pyodbc) | 5.3.0 | DB API module for ODBC
+[pyomo](https://pypi.org/project/pyomo) | 6.10.1 | The Pyomo optimization modeling framework
+[pypandoc](https://pypi.org/project/pypandoc) | 1.15 | Thin wrapper for pandoc.
+[pyparsing](https://pypi.org/project/pyparsing) | 3.3.2 | pyparsing - Classes and methods to define and execute parsing grammars
+[pypdf](https://pypi.org/project/pypdf) | 6.19.0 | A pure-python PDF library capable of splitting, merging, cropping, and transforming PDF files
+[pyperclip](https://pypi.org/project/pyperclip) | 1.11.0 | A cross-platform clipboard module for Python. (Only handles plain text for now.)
+[pyproject-hooks](https://pypi.org/project/pyproject-hooks) | 1.2.0 | Wrappers to call pyproject.toml-based build backend hooks.
+[pyqt5](https://pypi.org/project/pyqt5) | 5.15.11 | Python bindings for the Qt cross platform application toolkit
+[pyqt5-qt5](https://pypi.org/project/pyqt5-qt5) | 5.15.2 | The subset of a Qt installation needed by PyQt5.
+[pyqt5-sip](https://pypi.org/project/pyqt5-sip) | 12.17.1 | The sip module support for PyQt5
+[pyqtgraph](https://pypi.org/project/pyqtgraph) | 0.14.0 | Scientific Graphics and GUI Library for Python
+[pyqtwebengine](https://pypi.org/project/pyqtwebengine) | 5.15.7 | Python bindings for the Qt WebEngine framework
+[pyqtwebengine-qt5](https://pypi.org/project/pyqtwebengine-qt5) | 5.15.2 | The subset of a Qt installation needed by PyQtWebEngine.
+[pyserial](https://pypi.org/project/pyserial) | 3.5 | Python Serial Port Extension
+[pyspnego](https://pypi.org/project/pyspnego) | 0.12.0 | Windows Negotiate Authentication Client and Server
+[pytest](https://pypi.org/project/pytest) | 9.0.3 | pytest: simple powerful testing with Python
+[python-barcode](https://pypi.org/project/python-barcode) | 0.16.1 | Create standard barcodes with Python. No external modules needed. (optional Pillow support included).
+[python-dateutil](https://pypi.org/project/python-dateutil) | 2.9.0.post0 | Extensions to the standard Python datetime module
+[python-dotenv](https://pypi.org/project/python-dotenv) | 1.2.2 | Read key-value pairs from a .env file and set them as environment variables
+[python-json-logger](https://pypi.org/project/python-json-logger) | 4.2.0 | JSON Log Formatter for the Python Logging Package
+[python-lsp-black](https://pypi.org/project/python-lsp-black) | 2.0.0 | Black plugin for the Python LSP Server
+[python-lsp-jsonrpc](https://pypi.org/project/python-lsp-jsonrpc) | 1.1.2 | JSON RPC 2.0 server library
+[python-lsp-ruff](https://pypi.org/project/python-lsp-ruff) | 2.3.0 | Ruff linting plugin for pylsp
+[python-lsp-server](https://pypi.org/project/python-lsp-server) | 1.15.0 | Python Language Server for the Language Server Protocol
+[python-multipart](https://pypi.org/project/python-multipart) | 0.0.32 | A streaming multipart parser for Python
+[python-slugify](https://pypi.org/project/python-slugify) | 8.0.4 | A Python slugify application that also handles Unicode
+[pythonqwt](https://pypi.org/project/pythonqwt) | 0.16.3 | Qt plotting widgets for Python
+[pytokens](https://pypi.org/project/pytokens) | 0.4.1 | A Fast, spec compliant Python 3.14+ tokenizer that runs on older Pythons.
+[pytoolconfig](https://pypi.org/project/pytoolconfig) | 1.3.1 | Python tool configuration
+[pyuca](https://pypi.org/project/pyuca) | 1.2 | a Python implementation of the Unicode Collation Algorithm
+[pyusb](https://pypi.org/project/pyusb) | 1.3.1 | Easy USB access for Python
+[pyvisa](https://pypi.org/project/pyvisa) | 1.16.2 | Python VISA bindings for GPIB, RS232, TCPIP and USB instruments
+[pyviz-comms](https://pypi.org/project/pyviz-comms) | 3.0.6 | A JupyterLab extension for rendering HoloViz content.
+[pywavelets](https://pypi.org/project/pywavelets) | 1.9.0 | PyWavelets, wavelet transform module
+[pywin32](https://pypi.org/project/pywin32) | 312 | Python for Windows Extensions
+[pywin32-ctypes](https://pypi.org/project/pywin32-ctypes) | 0.2.3 | A (partial) reimplementation of pywin32 using ctypes/cffi
+[pywinpty](https://pypi.org/project/pywinpty) | 3.0.5 | Pseudo terminal support for Windows from Python.
+[pyyaml](https://pypi.org/project/pyyaml) | 6.0.3 | YAML parser and emitter for Python
+[pyzmq](https://pypi.org/project/pyzmq) | 27.2.0 | Python bindings for 0MQ
+[qdarkstyle](https://pypi.org/project/qdarkstyle) | 3.2.3 | The most complete dark/light style sheet for C++/Python and Qt applications
+[qdldl](https://pypi.org/project/qdldl) | 0.1.9.post1 | QDLDL, a free LDL factorization routine.
+[qrcode](https://pypi.org/project/qrcode) | 8.2 | QR Code image generator
+[qstylizer](https://pypi.org/project/qstylizer) | 0.2.4 | Stylesheet Generator for PyQt{4-5}/PySide{1-2}
+[qtawesome](https://pypi.org/project/qtawesome) | 1.4.2 | FontAwesome icons in PyQt and PySide applications
+[qtconsole](https://pypi.org/project/qtconsole) | 5.7.2 | Jupyter Qt console
+[qtpy](https://pypi.org/project/qtpy) | 2.4.3 | Provides an abstraction layer on top of the various Qt bindings (PyQt5/6 and PySide2/6).
+[quantecon](https://pypi.org/project/quantecon) | 0.11.4 | Import the main names to top level.
+[quart](https://pypi.org/project/quart) | 0.20.0 | A Python ASGI web framework with the same API as Flask
+[rapidfuzz](https://pypi.org/project/rapidfuzz) | 3.14.5 | rapid fuzzy string matching
+[readme-renderer](https://pypi.org/project/readme-renderer) | 45.0 | readme_renderer is a library for rendering readme descriptions for Warehouse
+[redis](https://pypi.org/project/redis) | 8.1.0 | Python client for Redis database and key-value store
+[referencing](https://pypi.org/project/referencing) | 0.37.0 | JSON Referencing + Python
+[regex](https://pypi.org/project/regex) | 2026.7.19 | Alternative regular expression module, to replace re.
+[reportlab](https://pypi.org/project/reportlab) | 5.0.0 | The Reportlab Toolkit
+[requests](https://pypi.org/project/requests) | 2.34.2 | Python HTTP for Humans.
+[requests-ntlm](https://pypi.org/project/requests-ntlm) | 1.3.0 | This package allows for HTTP NTLM authentication using the requests library.
+[requests-toolbelt](https://pypi.org/project/requests-toolbelt) | 1.0.0 | A utility belt for advanced users of python-requests
+[rfc3339-validator](https://pypi.org/project/rfc3339-validator) | 0.1.4 | A pure python RFC3339 validator
+[rfc3986](https://pypi.org/project/rfc3986) | 2.0.0 | Validating URI References per RFC 3986
+[rfc3986-validator](https://pypi.org/project/rfc3986-validator) | 0.1.1 | Pure python rfc3986 validator
+[rfc3987-syntax](https://pypi.org/project/rfc3987-syntax) | 1.1.0 | Helper functions to syntactically validate strings according to RFC 3987.
+[rich](https://pypi.org/project/rich) | 15.0.0 | Render rich text, tables, progress bars, syntax highlighting, markdown and more to the terminal
+[roman-numerals](https://pypi.org/project/roman-numerals) | 4.1.0 | Manipulate well-formed Roman numerals
+[rope](https://pypi.org/project/rope) | 1.14.0 | a python refactoring library...
+[rpds-py](https://pypi.org/project/rpds-py) | 2026.6.3 | Python bindings to Rust's persistent data structures (rpds)
+[rtree](https://pypi.org/project/rtree) | 1.4.1 | R-Tree spatial index for Python GIS
+[ruff](https://pypi.org/project/ruff) | 0.16.1 | An extremely fast Python linter and code formatter, written in Rust.
+[rx](https://pypi.org/project/rx) | 3.2.0 | Reactive Extensions (Rx) for Python
+[scikit-image](https://pypi.org/project/scikit-image) | 0.26.0 | Image processing in Python
+[scikit-learn](https://pypi.org/project/scikit-learn) | 1.9.0 | A set of python modules for machine learning and data mining
+[scipy](https://pypi.org/project/scipy) | 1.18.1 | Fundamental algorithms for scientific computing in Python
+[scramp](https://pypi.org/project/scramp) | 1.4.17 | An implementation of the SCRAM protocol.
+[scs](https://pypi.org/project/scs) | 3.2.11 | Splitting conic solver
+[seaborn](https://pypi.org/project/seaborn) | 0.13.2 | Statistical data visualization
+[send2trash](https://pypi.org/project/send2trash) | 2.1.0 | Send file to trash natively under Mac OS X, Windows and Linux
+[setuptools](https://pypi.org/project/setuptools) | 83.0.0 | Most extensible Python build backend with support for C/C++ extension modules
+[shapely](https://pypi.org/project/shapely) | 2.1.2 | Manipulation and analysis of geometric objects
+[shellingham](https://pypi.org/project/shellingham) | 1.5.4 | Tool to Detect Surrounding Shell
+[simplejson](https://pypi.org/project/simplejson) | 4.1.2 | Simple, fast, extensible JSON encoder/decoder for Python
+[simpy](https://pypi.org/project/simpy) | 4.1.2 | Event discrete, process based simulation for Python.
+[six](https://pypi.org/project/six) | 1.17.0 | Python 2 and 3 compatibility utilities
+[sklearn-compat](https://pypi.org/project/sklearn-compat) | 0.1.6 | Ease support for compatible scikit-learn estimators across versions
+[skrub](https://pypi.org/project/skrub) | 0.10.0 | Machine learning with dataframes
+[sniffio](https://pypi.org/project/sniffio) | 1.3.1 | Sniff out which async library your code is running under
+[snowballstemmer](https://pypi.org/project/snowballstemmer) | 3.1.1 | This package provides 36 stemmers for 34 languages generated from Snowball algorithms.
+[sortedcontainers](https://pypi.org/project/sortedcontainers) | 2.4.0 | Sorted Containers -- Sorted List, Sorted Dict, Sorted Set
+[sounddevice](https://pypi.org/project/sounddevice) | 0.5.5 | Play and Record Sound with Python
+[soundfile](https://pypi.org/project/soundfile) | 0.14.0 | An audio library based on libsndfile, CFFI and NumPy
+[soupsieve](https://pypi.org/project/soupsieve) | 2.9.2 | A modern CSS selector implementation for Beautiful Soup.
+[sparsediffpy](https://pypi.org/project/sparsediffpy) | 0.3.0 | Python bindings for SparseDiffEngine algorithmic differentiation
+[sphinx](https://pypi.org/project/sphinx) | 9.1.0 | Python documentation generator
+[sphinx-rtd-theme](https://pypi.org/project/sphinx-rtd-theme) | 3.1.0 | Read the Docs theme for Sphinx
+[sphinxcontrib-applehelp](https://pypi.org/project/sphinxcontrib-applehelp) | 2.0.0 | sphinxcontrib-applehelp is a Sphinx extension which outputs Apple help books
+[sphinxcontrib-devhelp](https://pypi.org/project/sphinxcontrib-devhelp) | 2.0.0 | sphinxcontrib-devhelp is a sphinx extension which outputs Devhelp documents
+[sphinxcontrib-htmlhelp](https://pypi.org/project/sphinxcontrib-htmlhelp) | 2.1.0 | sphinxcontrib-htmlhelp is a sphinx extension which renders HTML help files
+[sphinxcontrib-jquery](https://pypi.org/project/sphinxcontrib-jquery) | 4.1 | Extension to include jQuery on newer Sphinx releases
+[sphinxcontrib-jsmath](https://pypi.org/project/sphinxcontrib-jsmath) | 1.0.1 | A sphinx extension which renders display math in HTML via JavaScript
+[sphinxcontrib-qthelp](https://pypi.org/project/sphinxcontrib-qthelp) | 2.0.0 | sphinxcontrib-qthelp is a sphinx extension which outputs QtHelp documents
+[sphinxcontrib-serializinghtml](https://pypi.org/project/sphinxcontrib-serializinghtml) | 2.0.0 | sphinxcontrib-serializinghtml is a sphinx extension which outputs "serialized" HTML files (json and pickle)
+[spyder](https://pypi.org/project/spyder) | 6.1.7 | The Scientific Python Development Environment
+[spyder-kernels](https://pypi.org/project/spyder-kernels) | 3.1.6 | Jupyter kernels for Spyder's console
+[sqlalchemy](https://pypi.org/project/sqlalchemy) | 2.0.51 | Database Abstraction Library
+[sqlite-bro](https://pypi.org/project/sqlite-bro) | 1.3.2 | a graphic SQLite and DuckDB Client in 1 Python file
+[sqlite-fts4](https://pypi.org/project/sqlite-fts4) | 1.0.3 | Python functions for working with SQLite FTS4 search
+[sqlite-utils](https://pypi.org/project/sqlite-utils) | 4.2.1 | CLI tool and Python library for manipulating SQLite databases
+[sqlparse](https://pypi.org/project/sqlparse) | 0.6.0 | A non-validating SQL parser.
+[squarify](https://pypi.org/project/squarify) | 0.4.4 | Pure Python implementation of the squarify treemap layout algorithm
+[sse-starlette](https://pypi.org/project/sse-starlette) | 3.4.8 | SSE plugin for Starlette
+[sspilib](https://pypi.org/project/sspilib) | 0.5.0 | SSPI API bindings for Python
+[stack-data](https://pypi.org/project/stack-data) | 0.6.3 | Extract data from python stack frames and tracebacks for informative displays
+[starlette](https://pypi.org/project/starlette) | 1.6.0 | The little ASGI library that shines.
+[statsmodels](https://pypi.org/project/statsmodels) | 0.14.6 | Statistical computations and models for Python
+[streamlit](https://pypi.org/project/streamlit) | 1.63.0 | A faster way to build and share data apps
+[streamlit-bokeh](https://pypi.org/project/streamlit-bokeh) | 3.9.1 | Streamlit component that allows you to render Bokeh charts
+[superqt](https://pypi.org/project/superqt) | 0.8.2 | Missing widgets and components for PyQt/PySide
+[sympy](https://pypi.org/project/sympy) | 1.14.0 | Computer algebra system (CAS) in Python
+[tabulate](https://pypi.org/project/tabulate) | 0.10.0 | Pretty-print tabular data
+[tenacity](https://pypi.org/project/tenacity) | 9.1.4 | Retry code until it succeeds
+[termcolor](https://pypi.org/project/termcolor) | 3.3.0 | ANSI color formatting for output in terminal
+[terminado](https://pypi.org/project/terminado) | 0.18.1 | Tornado websocket backend for the Xterm.js Javascript terminal emulator library.
+[text-unidecode](https://pypi.org/project/text-unidecode) | 1.3 | The most basic Text::Unidecode port
+[textdistance](https://pypi.org/project/textdistance) | 4.6.3 | Compute distance between the two texts.
+[thefuzz](https://pypi.org/project/thefuzz) | 0.22.1 | Fuzzy string matching in python
+[threadpoolctl](https://pypi.org/project/threadpoolctl) | 3.6.0 | threadpoolctl
+[three-merge](https://pypi.org/project/three-merge) | 0.1.1 | Simple library for merging two strings with respect to a base one
+[tifffile](https://pypi.org/project/tifffile) | 2026.4.11 | Read and write TIFF files
+[tiktoken](https://pypi.org/project/tiktoken) | 0.12.0 | tiktoken is a fast BPE tokeniser for use with OpenAI's models
+[tinycss2](https://pypi.org/project/tinycss2) | 1.5.1 | A tiny CSS parser
+[tokenizers](https://pypi.org/project/tokenizers) | 0.23.1 | 
+[toml](https://pypi.org/project/toml) | 0.10.2 | Python Library for Tom's Obvious, Minimal Language
+[tomli-w](https://pypi.org/project/tomli-w) | 1.2.0 | A lil' TOML writer
+[tomlkit](https://pypi.org/project/tomlkit) | 0.15.1 | Style preserving TOML library
+[toolz](https://pypi.org/project/toolz) | 1.1.0 | List processing tools and functional utilities
+[tornado](https://pypi.org/project/tornado) | 6.5.10 | Tornado is a Python web framework and asynchronous networking library, originally developed at FriendFeed.
+[tqdm](https://pypi.org/project/tqdm) | 4.70.0 | Fast, Extensible Progress Meter
+[traitlets](https://pypi.org/project/traitlets) | 5.16.1 | Traitlets Python configuration system
+[traittypes](https://pypi.org/project/traittypes) | 0.2.3 | Scipy trait types
+[trio](https://pypi.org/project/trio) | 0.34.0 | A friendly Python library for async concurrency and I/O
+[trove-classifiers](https://pypi.org/project/trove-classifiers) | 2026.6.1.19 | Canonical source for classifiers on PyPI (pypi.org).
+[truststore](https://pypi.org/project/truststore) | 0.10.4 | Verify certificates using native system trust stores
+[twine](https://pypi.org/project/twine) | 7.0.0 | Collection of utilities for publishing packages on PyPI
+[typer](https://pypi.org/project/typer) | 0.25.1 | Typer, build great CLIs. Easy to code. Based on Python type hints.
+[types-requests](https://pypi.org/project/types-requests) | 2.33.0.20260712 | Typing stubs for requests
+[typing-extensions](https://pypi.org/project/typing-extensions) | 4.16.0 | Backported and Experimental Type Hints for Python 3.9+
+[typing-inspection](https://pypi.org/project/typing-inspection) | 0.4.4 | Runtime typing introspection tools
+[tzdata](https://pypi.org/project/tzdata) | 2026.3 | Provider of IANA time zone data
+[tzlocal](https://pypi.org/project/tzlocal) | 5.4.4 | tzinfo object for the local timezone
+[uc-micro-py](https://pypi.org/project/uc-micro-py) | 2.0.0 | Micro subset of unicode data files for linkify-it-py projects.
+[ujson](https://pypi.org/project/ujson) | 5.13.0 | Ultra fast JSON encoder and decoder for Python
+[umap-learn](https://pypi.org/project/umap-learn) | 0.5.12 | Uniform Manifold Approximation and Projection
+[uncertainties](https://pypi.org/project/uncertainties) | 3.2.3 | calculations with values with uncertainties, error propagation
+[uri-template](https://pypi.org/project/uri-template) | 1.3.0 | RFC 6570 URI Template Processor
+[urllib3](https://pypi.org/project/urllib3) | 2.8.0 | HTTP library with thread-safe connection pooling, file post, and more.
+[uuid-utils](https://pypi.org/project/uuid-utils) | 0.17.0 | Fast, drop-in replacement for Python's uuid module, powered by Rust.
+[uvicorn](https://pypi.org/project/uvicorn) | 0.51.0 | The lightning-fast ASGI server.
+[vega-datasets](https://pypi.org/project/vega-datasets) | 0.9.0 | A Python package for offline access to Vega datasets
+[waitress](https://pypi.org/project/waitress) | 3.0.2 | Waitress WSGI server
+[watchdog](https://pypi.org/project/watchdog) | 6.0.0 | Filesystem events monitoring
+[wcwidth](https://pypi.org/project/wcwidth) | 0.7.0 | Measures the displayed width of unicode strings in a terminal
+[webcolors](https://pypi.org/project/webcolors) | 25.10.0 | A library for working with the color formats defined by HTML and CSS.
+[webencodings](https://pypi.org/project/webencodings) | 0.5.1 | Character encoding aliases for legacy web content
+[websocket-client](https://pypi.org/project/websocket-client) | 1.9.0 | WebSocket client for Python with low level API options
+[websockets](https://pypi.org/project/websockets) | 15.0.1 | An implementation of the WebSocket Protocol (RFC 6455 & 7692)
+[werkzeug](https://pypi.org/project/werkzeug) | 3.1.8 | The comprehensive WSGI web application library.
+[whatthepatch](https://pypi.org/project/whatthepatch) | 1.0.7 | A patch parsing and application library.
+[wheel](https://pypi.org/project/wheel) | 0.48.0 | Command line tool for manipulating wheel files
+[widgetsnbextension](https://pypi.org/project/widgetsnbextension) | 4.0.16 | Jupyter interactive widgets for Jupyter Notebook
+[wordcloud](https://pypi.org/project/wordcloud) | 1.9.6 | A little word cloud generator
+[wppm](https://pypi.org/project/wppm) | 17.13.20260913 | pip companion: extras-aware dependency trees, offline wheelhouses, portable Pythons
+[wsproto](https://pypi.org/project/wsproto) | 1.3.2 | Pure-Python WebSocket protocol implementation
+[xarray](https://pypi.org/project/xarray) | 2026.7.0 | N-D labeled arrays and datasets in Python
+[xlsxwriter](https://pypi.org/project/xlsxwriter) | 3.2.9 | A Python module for creating Excel XLSX files.
+[xxhash](https://pypi.org/project/xxhash) | 3.7.0 | Python binding for xxHash
+[xyzservices](https://pypi.org/project/xyzservices) | 2026.3.0 | Source of XYZ tiles providers
+[yapf](https://pypi.org/project/yapf) | 0.43.0 | A formatter for Python code
+[yarl](https://pypi.org/project/yarl) | 1.24.5 | Yet another URL library
+[yt-dlp](https://pypi.org/project/yt-dlp) | 2026.7.4 | A feature-rich command-line audio/video downloader
+[zipp](https://pypi.org/project/zipp) | 4.1.0 | Backport of pathlib-compatible object wrapper for zip files
+[zstandard](https://pypi.org/project/zstandard) | 0.25.0 | Zstandard bindings for Python
+
+
+### WheelHouse packages
+
+Name | Version | Description
+-----|---------|------------
+
+
+
diff --git a/changelogs/WinPythonslim-64bit-3.14.7.1b1.md b/changelogs/WinPythonslim-64bit-3.14.7.1b1.md
new file mode 100644
index 00000000..d30f3f63
--- /dev/null
+++ b/changelogs/WinPythonslim-64bit-3.14.7.1b1.md
@@ -0,0 +1,556 @@
+## WinPython 3.14.7.1slim
+
+The following packages are included in WinPython-64bit v3.14.7.1slim b1.
+
+
+### Tools
+
+Name | Version | Description
+-----|---------|------------
+[Pandoc](https://pandoc.org) | 3.1.9 | an universal document converter
+[Python](http://www.python.org/) | 3.14.7 | Python programming language with standard library
+
+
+### Python packages
+
+Name | Version | Description
+-----|---------|------------
+[absl-py](https://pypi.org/project/absl-py) | 2.5.0 | Abseil Python Common Libraries, see https://github.com/abseil/abseil-py.
+[adbc-driver-manager](https://pypi.org/project/adbc-driver-manager) | 1.11.0 | A generic entrypoint for ADBC drivers.
+[aiofile](https://pypi.org/project/aiofile) | 3.11.1 | Asynchronous file operations.
+[aiofiles](https://pypi.org/project/aiofiles) | 25.1.0 | File support for asyncio.
+[aiohappyeyeballs](https://pypi.org/project/aiohappyeyeballs) | 2.7.1 | Happy Eyeballs for asyncio
+[aiohttp](https://pypi.org/project/aiohttp) | 3.14.3 | Async http client/server framework (asyncio)
+[aiosignal](https://pypi.org/project/aiosignal) | 1.4.0 | aiosignal: a list of registered asynchronous callbacks
+[aiosqlite](https://pypi.org/project/aiosqlite) | 0.22.1 | asyncio bridge to the standard sqlite3 module
+[alabaster](https://pypi.org/project/alabaster) | 1.0.0 | A light, configurable Sphinx theme
+[alembic](https://pypi.org/project/alembic) | 1.18.5 | A database migration tool for SQLAlchemy.
+[altair](https://pypi.org/project/altair) | 6.2.2 | Vega-Altair: A declarative statistical visualization library for Python.
+[annotated-doc](https://pypi.org/project/annotated-doc) | 0.0.5 | Document parameters, class attributes, return types, and variables inline, with Annotated.
+[annotated-types](https://pypi.org/project/annotated-types) | 0.8.0 | Reusable constraint types to use with typing.Annotated
+[anthropic](https://pypi.org/project/anthropic) | 0.121.0 | The official Python library for the anthropic API
+[anyio](https://pypi.org/project/anyio) | 4.14.2 | High-level concurrency and networking framework on top of asyncio or Trio
+[anywidget](https://pypi.org/project/anywidget) | 0.11.0 | custom jupyter widgets made easy
+[appdirs](https://pypi.org/project/appdirs) | 1.4.4 | A small Python module for determining appropriate platform-specific dirs, e.g. a "user data dir".
+[argcomplete](https://pypi.org/project/argcomplete) | 3.6.3 | Bash tab completion for argparse
+[argon2-cffi](https://pypi.org/project/argon2-cffi) | 25.1.0 | Argon2 for Python
+[argon2-cffi-bindings](https://pypi.org/project/argon2-cffi-bindings) | 25.1.0 | Low-level CFFI bindings for Argon2
+[array-api-compat](https://pypi.org/project/array-api-compat) | 1.15.0 | A wrapper around NumPy and other array libraries to make them compatible with the Array API standard
+[arrow](https://pypi.org/project/arrow) | 1.4.0 | Better dates & times for Python
+[asgi-csrf](https://pypi.org/project/asgi-csrf) | 0.11 | ASGI middleware for protecting against CSRF attacks
+[asgiref](https://pypi.org/project/asgiref) | 3.12.1 | ASGI specs, helper code, and adapters
+[asn1crypto](https://pypi.org/project/asn1crypto) | 1.5.1 | Fast ASN.1 parser and serializer with definitions for private keys, public keys, certificates, CRL, OCSP, CMS, PKCS#3, PKCS#7, PKCS#8, PKCS#12,
+[ast-serialize](https://pypi.org/project/ast-serialize) | 0.8.0 | Python bindings for mypy AST serialization
+[asteval](https://pypi.org/project/asteval) | 1.0.9 | Safe, minimalistic evaluator of python expression using ast module
+[astroid](https://pypi.org/project/astroid) | 4.0.4 | An abstract syntax tree for Python with inference support.
+[asttokens](https://pypi.org/project/asttokens) | 3.0.2 | Annotate AST trees with source code positions
+[async-lru](https://pypi.org/project/async-lru) | 2.3.0 | Simple LRU cache for asyncio
+[asyncssh](https://pypi.org/project/asyncssh) | 2.24.0 | AsyncSSH: Asynchronous SSHv2 client and server library
+[attrs](https://pypi.org/project/attrs) | 26.1.0 | Classes Without Boilerplate
+[authlib](https://pypi.org/project/authlib) | 1.7.2 | The ultimate Python library in building OAuth and OpenID Connect servers and clients.
+[autopep8](https://pypi.org/project/autopep8) | 2.0.4 | A tool that automatically formats Python code to conform to the PEP 8 style guide
+[azure-core](https://pypi.org/project/azure-core) | 1.41.0 | Microsoft Azure Core Library for Python
+[azure-cosmos](https://pypi.org/project/azure-cosmos) | 4.16.1 | Microsoft Azure Cosmos Client Library for Python
+[azure-identity](https://pypi.org/project/azure-identity) | 1.25.3 | Microsoft Azure Identity Library for Python
+[babel](https://pypi.org/project/babel) | 2.18.0 | Internationalization utilities
+[baresql](https://pypi.org/project/baresql) | 1.0.0 | playing SQL directly on Python datas
+[bcrypt](https://pypi.org/project/bcrypt) | 5.0.0 | Modern password hashing for your software and your servers
+[beartype](https://pypi.org/project/beartype) | 0.22.9 | Unbearably fast near-real-time pure-Python runtime-static type-checker.
+[beautifulsoup4](https://pypi.org/project/beautifulsoup4) | 4.15.0 | Screen-scraping library
+[binaryornot](https://pypi.org/project/binaryornot) | 0.6.0 | Ultra-lightweight pure Python package to check if a file is binary or text.
+[black](https://pypi.org/project/black) | 26.5.1 | The uncompromising code formatter.
+[bleach](https://pypi.org/project/bleach) | 6.4.0 | An easy safelist-based HTML-sanitizing tool.
+[blinker](https://pypi.org/project/blinker) | 1.9.0 | Fast, simple object-to-object and broadcast signaling
+[bokeh](https://pypi.org/project/bokeh) | 3.9.1 | Interactive plots and applications in the browser from Python
+[branca](https://pypi.org/project/branca) | 0.8.2 | Generate complex HTML+JS pages with Python
+[brotli](https://pypi.org/project/brotli) | 1.2.0 | Python bindings for the Brotli compression library
+[build](https://pypi.org/project/build) | 1.5.0 | A simple, correct Python build frontend
+[cachetools](https://pypi.org/project/cachetools) | 7.1.4 | Extensible memoizing collections and decorators
+[caio](https://pypi.org/project/caio) | 0.9.25 | Asynchronous file IO for Linux MacOS or Windows.
+[cattrs](https://pypi.org/project/cattrs) | 26.1.0 | Composable complex class support for attrs and dataclasses.
+[certifi](https://pypi.org/project/certifi) | 2026.1.4 | Python package for providing Mozilla's CA Bundle.
+[cffi](https://pypi.org/project/cffi) | 2.1.1 | Foreign Function Interface for Python calling C code.
+[chardet](https://pypi.org/project/chardet) | 7.4.3 | Universal character encoding detector
+[charset-normalizer](https://pypi.org/project/charset-normalizer) | 3.4.7 | The Real First Universal Charset Detector. Open, modern and actively maintained alternative to Chardet.
+[clarabel](https://pypi.org/project/clarabel) | 0.11.1 | Clarabel Conic Interior Point Solver for Rust / Python
+[click](https://pypi.org/project/click) | 8.4.2 | Composable command line interface toolkit
+[click-default-group](https://pypi.org/project/click-default-group) | 1.2.4 | click_default_group
+[cloudpickle](https://pypi.org/project/cloudpickle) | 3.1.2 | Pickler class to extend the standard pickle.Pickler functionality
+[cohere](https://pypi.org/project/cohere) | 7.0.8 | 
+[colorama](https://pypi.org/project/colorama) | 0.4.6 | Cross-platform colored terminal text.
+[colorcet](https://pypi.org/project/colorcet) | 3.2.1 | Collection of perceptually uniform colormaps
+[colorlog](https://pypi.org/project/colorlog) | 6.12.0 | Add colours to the output of Python's logging module.
+[comm](https://pypi.org/project/comm) | 0.2.3 | Jupyter Python Comm implementation, for usage in ipykernel, xeus-python etc.
+[contourpy](https://pypi.org/project/contourpy) | 1.3.3 | Python library for calculating contours of 2D quadrilateral grids
+[cookiecutter](https://pypi.org/project/cookiecutter) | 2.7.1 | A command-line utility that creates projects from project templates, e.g.
+[cryptography](https://pypi.org/project/cryptography) | 50.0.0 | cryptography is a package which provides cryptographic recipes and primitives to Python developers.
+[cvxopt](https://pypi.org/project/cvxopt) | 1.3.3 | Convex optimization package
+[cvxpy](https://pypi.org/project/cvxpy) | 1.9.2 | A domain-specific language for modeling convex optimization problems in Python.
+[cycler](https://pypi.org/project/cycler) | 0.12.1 | Composable style cycles
+[cython](https://pypi.org/project/cython) | 3.2.9 | The Cython compiler for writing C extensions in the Python language.
+[cytoolz](https://pypi.org/project/cytoolz) | 1.1.0 | Cython implementation of Toolz: High performance functional utilities
+[dask](https://pypi.org/project/dask) | 2026.7.1 | Parallel PyData with Task Scheduling
+[datasette](https://pypi.org/project/datasette) | 0.65.3 | An open source multi-tool for exploring and publishing data
+[datasette-graphql](https://pypi.org/project/datasette-graphql) | 2.2 | Datasette plugin providing an automatic GraphQL API for your SQLite databases
+[datashader](https://pypi.org/project/datashader) | 0.19.1 | Data visualization toolchain based on aggregating into a grid
+[deap](https://pypi.org/project/deap) | 1.4.4 | Distributed Evolutionary Algorithms in Python
+[debugpy](https://pypi.org/project/debugpy) | 1.8.21 | An implementation of the Debug Adapter Protocol for Python
+[decorator](https://pypi.org/project/decorator) | 5.3.1 | Decorators for Humans
+[defusedxml](https://pypi.org/project/defusedxml) | 0.7.1 | XML bomb protection for Python stdlib modules
+[diff-match-patch](https://pypi.org/project/diff-match-patch) | 20241021 | Repackaging of Google's Diff Match and Patch libraries.
+[dill](https://pypi.org/project/dill) | 0.4.1 | serialize all of Python
+[distro](https://pypi.org/project/distro) | 1.9.0 | Distro - an OS platform information API
+[dnspython](https://pypi.org/project/dnspython) | 2.8.0 | DNS toolkit
+[docstring-parser](https://pypi.org/project/docstring-parser) | 0.18.0 | Parse Python docstrings in reST, Google and Numpydoc format
+[docstring-to-markdown](https://pypi.org/project/docstring-to-markdown) | 0.17 | On the fly conversion of Python docstrings to markdown
+[docutils](https://pypi.org/project/docutils) | 0.22.4 | Docutils -- Python Documentation Utilities
+[duckdb](https://pypi.org/project/duckdb) | 1.5.5 | DuckDB in-process database
+[email-validator](https://pypi.org/project/email-validator) | 2.3.0 | A robust email address syntax and deliverability validation library.
+[entrypoints](https://pypi.org/project/entrypoints) | 0.4 | Discover and load entry points from installed packages.
+[et-xmlfile](https://pypi.org/project/et-xmlfile) | 2.0.0 | An implementation of lxml.xmlfile for the standard library
+[exceptiongroup](https://pypi.org/project/exceptiongroup) | 1.3.1 | Backport of PEP 654 (exception groups)
+[executing](https://pypi.org/project/executing) | 2.2.1 | Get the currently executing AST node of a frame, and other information
+[faker](https://pypi.org/project/faker) | 40.28.1 | Faker is a Python package that generates fake data for you.
+[fasta2a](https://pypi.org/project/fasta2a) | 0.6.1 | Convert an AI Agent into a A2A server! ✨
+[fastapi](https://pypi.org/project/fastapi) | 0.141.1 | FastAPI framework, high performance, easy to learn, fast to code, ready for production
+[fastavro](https://pypi.org/project/fastavro) | 1.12.2 | Fast read/write of AVRO files
+[fastjsonschema](https://pypi.org/project/fastjsonschema) | 2.21.2 | Fastest Python implementation of JSON schema
+[fastmcp-slim](https://pypi.org/project/fastmcp-slim) | 3.4.7 | The dependency-slim FastMCP package.
+[filelock](https://pypi.org/project/filelock) | 3.32.2 | A platform independent file lock.
+[flake8](https://pypi.org/project/flake8) | 7.1.1 | the modular source code checker: pep8 pyflakes and co
+[flask](https://pypi.org/project/flask) | 3.1.3 | A simple framework for building complex web applications.
+[flatbuffers](https://pypi.org/project/flatbuffers) | 25.12.19 | The FlatBuffers serialization format for Python
+[flexcache](https://pypi.org/project/flexcache) | 0.3 | Saves and loads to the cache a transformed versions of a source object.
+[flexparser](https://pypi.org/project/flexparser) | 0.4 | Parsing made fun ... using typing.
+[flit](https://pypi.org/project/flit) | 3.12.0 | A simple packaging tool for simple packages.
+[flit-core](https://pypi.org/project/flit-core) | 3.12.0 | Distribution-building parts of Flit. See flit package for more information
+[folium](https://pypi.org/project/folium) | 0.20.0 | Make beautiful maps with Leaflet.js & Python
+[fonttools](https://pypi.org/project/fonttools) | 4.63.0 | Tools to manipulate font files
+[foundry-local-sdk](https://pypi.org/project/foundry-local-sdk) | 0.5.1 | Foundry Local Manager Python SDK: Control-plane SDK for Foundry Local.
+[fqdn](https://pypi.org/project/fqdn) | 1.5.1 | Validates fully-qualified domain names against RFC 1123, so that they are acceptable to modern bowsers
+[frozenlist](https://pypi.org/project/frozenlist) | 1.8.0 | A list-like structure which implements collections.abc.MutableSequence
+[fsspec](https://pypi.org/project/fsspec) | 2026.7.0 | File-system specification
+[fuzzywuzzy](https://pypi.org/project/fuzzywuzzy) | 0.18.0 | Fuzzy string matching in python
+[genai-prices](https://pypi.org/project/genai-prices) | 0.0.60 | Calculate prices for calling LLM inference APIs.
+[geographiclib](https://pypi.org/project/geographiclib) | 2.1 | The geodesic routines from GeographicLib
+[geopy](https://pypi.org/project/geopy) | 2.4.1 | Python Geocoding Toolbox
+[gitdb](https://pypi.org/project/gitdb) | 4.0.12 | Git Object Database
+[gitpython](https://pypi.org/project/gitpython) | 3.1.59 | GitPython is a Python library used to interact with Git repositories
+[google-auth](https://pypi.org/project/google-auth) | 2.56.3 | Google Authentication Library
+[google-genai](https://pypi.org/project/google-genai) | 2.18.0 | GenAI Python SDK
+[graphene](https://pypi.org/project/graphene) | 3.4.3 | GraphQL Framework for Python
+[graphql-core](https://pypi.org/project/graphql-core) | 3.2.11 | GraphQL implementation for Python, a port of GraphQL.js, the JavaScript reference implementation for GraphQL.
+[graphql-relay](https://pypi.org/project/graphql-relay) | 3.2.0 | Relay library for graphql-core
+[greenlet](https://pypi.org/project/greenlet) | 3.5.5 | Lightweight in-process concurrent programming
+[griffelib](https://pypi.org/project/griffelib) | 2.1.0 | Signatures for entire Python programs.
+[groq](https://pypi.org/project/groq) | 1.6.0 | The official Python library for the groq API
+[guidata](https://pypi.org/project/guidata) | 3.14.4 | Automatic GUI generation for easy dataset editing and display
+[h11](https://pypi.org/project/h11) | 0.16.0 | A pure-Python, bring-your-own-I/O implementation of HTTP/1.1
+[h2](https://pypi.org/project/h2) | 4.4.1 | Pure-Python HTTP/2 protocol implementation
+[h5py](https://pypi.org/project/h5py) | 3.16.0 | Read and write HDF5 files from Python
+[hatchling](https://pypi.org/project/hatchling) | 1.32.0 | Modern, extensible Python build backend
+[hf-xet](https://pypi.org/project/hf-xet) | 1.6.0 | Fast transfer of large files with the Hugging Face Hub.
+[highspy](https://pypi.org/project/highspy) | 1.15.1 | A thin set of pybind11 wrappers to HiGHS
+[holoviews](https://pypi.org/project/holoviews) | 1.23.1 | A high-level plotting API for the PyData ecosystem built on HoloViews.
+[hpack](https://pypi.org/project/hpack) | 4.2.0 | Pure-Python HPACK header encoding
+[html5lib](https://pypi.org/project/html5lib) | 1.1 | HTML parser based on the WHATWG HTML specification
+[httpcore](https://pypi.org/project/httpcore) | 1.0.9 | A minimal low-level HTTP client.
+[httpcore2](https://pypi.org/project/httpcore2) | 2.10.0 | A minimal low-level HTTP client.
+[httptools](https://pypi.org/project/httptools) | 0.8.0 | A collection of framework independent HTTP protocol utils.
+[httpx](https://pypi.org/project/httpx) | 0.28.1 | The next generation HTTP client.
+[httpx-sse](https://pypi.org/project/httpx-sse) | 0.4.3 | Consume Server-Sent Event (SSE) messages with HTTPX.
+[httpx2](https://pypi.org/project/httpx2) | 2.10.0 | The next generation HTTP client.
+[huggingface-hub](https://pypi.org/project/huggingface-hub) | 1.27.0 | Client library to download and publish models, datasets and other repos on the huggingface.co hub
+[hupper](https://pypi.org/project/hupper) | 1.12.1 | Integrated process monitor for developing and reloading daemons.
+[hvplot](https://pypi.org/project/hvplot) | 0.12.2 | A high-level plotting API for the PyData ecosystem built on HoloViews.
+[hypercorn](https://pypi.org/project/hypercorn) | 0.18.0 | A ASGI Server based on Hyper libraries and inspired by Gunicorn
+[hyperframe](https://pypi.org/project/hyperframe) | 6.1.0 | Pure-Python HTTP/2 framing
+[hypothesis](https://pypi.org/project/hypothesis) | 6.155.2 | The property-based testing library for Python
+[id](https://pypi.org/project/id) | 1.6.1 | A tool for generating OIDC identities
+[idna](https://pypi.org/project/idna) | 3.18 | Internationalized Domain Names in Applications (IDNA)
+[imageio](https://pypi.org/project/imageio) | 2.37.3 | Read and write images and video across all major formats. Supports scientific and volumetric data.
+[imagesize](https://pypi.org/project/imagesize) | 1.4.1 | Getting image size from png/jpeg/jpeg2000/gif file
+[imbalanced-learn](https://pypi.org/project/imbalanced-learn) | 0.14.2 | Toolbox for imbalanced dataset in machine learning
+[importlib-metadata](https://pypi.org/project/importlib-metadata) | 8.7.1 | Read metadata from Python packages
+[inflection](https://pypi.org/project/inflection) | 0.5.1 | A port of Ruby on Rails inflector to Python
+[iniconfig](https://pypi.org/project/iniconfig) | 2.3.0 | brain-dead simple config-ini parsing
+[intervaltree](https://pypi.org/project/intervaltree) | 3.2.1 | Editable interval tree data structure for Python 2 and 3
+[ipycanvas](https://pypi.org/project/ipycanvas) | 0.14.3 | Interactive widgets library exposing the browser's Canvas API
+[ipykernel](https://pypi.org/project/ipykernel) | 6.31.0 | IPython Kernel for Jupyter
+[ipyleaflet](https://pypi.org/project/ipyleaflet) | 0.20.0 | A Jupyter widget for dynamic Leaflet maps
+[ipympl](https://pypi.org/project/ipympl) | 0.10.0 | Matplotlib Jupyter Extension
+[ipython](https://pypi.org/project/ipython) | 9.15.0 | IPython: Productive Interactive Computing
+[ipython-genutils](https://pypi.org/project/ipython-genutils) | 0.2.0 | Vestigial utilities from IPython
+[ipython-pygments-lexers](https://pypi.org/project/ipython-pygments-lexers) | 1.1.1 | Defines a variety of Pygments lexers for highlighting IPython code.
+[ipython-sql](https://pypi.org/project/ipython-sql) | 0.5.0 | RDBMS access via IPython
+[ipywidgets](https://pypi.org/project/ipywidgets) | 8.1.8 | Jupyter interactive widgets
+[isoduration](https://pypi.org/project/isoduration) | 20.11.0 | Operations with ISO 8601 durations
+[isort](https://pypi.org/project/isort) | 8.0.1 | A Python utility / library to sort Python imports.
+[itsdangerous](https://pypi.org/project/itsdangerous) | 2.2.0 | Safely pass data to untrusted environments and back.
+[janus](https://pypi.org/project/janus) | 2.0.0 | Mixed sync-async queue to interoperate between asyncio tasks and classic threads
+[jaraco-classes](https://pypi.org/project/jaraco-classes) | 3.4.0 | Utility functions for Python class constructs
+[jaraco-context](https://pypi.org/project/jaraco-context) | 6.1.2 | Useful decorators and context managers
+[jaraco-functools](https://pypi.org/project/jaraco-functools) | 4.6.0 | Functools like those found in stdlib
+[jedi](https://pypi.org/project/jedi) | 0.20.0 | An autocompletion tool for Python that can be used for text editors.
+[jellyfish](https://pypi.org/project/jellyfish) | 1.2.1 | 
+[jinja2](https://pypi.org/project/jinja2) | 3.1.6 | A very fast and expressive template engine.
+[jiter](https://pypi.org/project/jiter) | 0.16.0 | Fast iterable JSON parser.
+[joblib](https://pypi.org/project/joblib) | 1.5.3 | Lightweight pipelining with Python functions
+[joserfc](https://pypi.org/project/joserfc) | 1.7.4 | The ultimate Python library for JOSE RFCs, including JWS, JWE, JWK, JWA, JWT
+[json5](https://pypi.org/project/json5) | 0.15.0 | A Python implementation of the JSON5 data format.
+[jsonpatch](https://pypi.org/project/jsonpatch) | 1.33 | Apply JSON-Patches (RFC 6902)
+[jsonpointer](https://pypi.org/project/jsonpointer) | 3.1.1 | Identify specific nodes in a JSON document (RFC 6901)
+[jsonschema](https://pypi.org/project/jsonschema) | 4.26.0 | An implementation of JSON Schema validation for Python
+[jsonschema-specifications](https://pypi.org/project/jsonschema-specifications) | 2025.9.1 | The JSON Schema meta-schemas and vocabularies, exposed as a Registry
+[julia](https://pypi.org/project/julia) | 0.6.2 | Julia/Python bridge with IPython support.
+[jupyter](https://pypi.org/project/jupyter) | 1.1.1 | Jupyter metapackage. Install all the Jupyter components in one go.
+[jupyter-bokeh](https://pypi.org/project/jupyter-bokeh) | 4.1.0 | A Jupyter extension for rendering Bokeh content.
+[jupyter-builder](https://pypi.org/project/jupyter-builder) | 1.2.2 | JupyterLab build tools
+[jupyter-client](https://pypi.org/project/jupyter-client) | 8.8.0 | Jupyter protocol implementation and client libraries
+[jupyter-console](https://pypi.org/project/jupyter-console) | 6.6.3 | Jupyter terminal console
+[jupyter-core](https://pypi.org/project/jupyter-core) | 5.9.1 | Jupyter core package. A base package on which Jupyter projects rely.
+[jupyter-events](https://pypi.org/project/jupyter-events) | 0.12.1 | Jupyter Event System library
+[jupyter-leaflet](https://pypi.org/project/jupyter-leaflet) | 0.20.0 | ipyleaflet extensions for JupyterLab and Jupyter Notebook
+[jupyter-lsp](https://pypi.org/project/jupyter-lsp) | 2.3.1 | Multi-Language Server WebSocket proxy for Jupyter Notebook/Lab server
+[jupyter-server](https://pypi.org/project/jupyter-server) | 2.20.0 | The backend—i.e. core services, APIs, and REST endpoints—to Jupyter web applications.
+[jupyter-server-terminals](https://pypi.org/project/jupyter-server-terminals) | 0.5.4 | A Jupyter Server Extension Providing Terminals.
+[jupyterlab](https://pypi.org/project/jupyterlab) | 4.6.3 | JupyterLab computational environment
+[jupyterlab-pygments](https://pypi.org/project/jupyterlab-pygments) | 0.3.0 | Pygments theme using JupyterLab CSS variables
+[jupyterlab-server](https://pypi.org/project/jupyterlab-server) | 2.28.0 | A set of server components for JupyterLab and JupyterLab like applications.
+[jupyterlab-widgets](https://pypi.org/project/jupyterlab-widgets) | 3.0.16 | Jupyter interactive widgets for JupyterLab
+[keras](https://pypi.org/project/keras) | 3.15.1 | Multi-backend Keras
+[keyring](https://pypi.org/project/keyring) | 25.7.0 | Store and access your passwords safely.
+[kiwisolver](https://pypi.org/project/kiwisolver) | 1.5.0 | A fast implementation of the Cassowary constraint solver
+[langchain](https://pypi.org/project/langchain) | 1.3.15 | Building applications with LLMs through composability
+[langchain-core](https://pypi.org/project/langchain-core) | 1.5.5 | Building applications with LLMs through composability
+[langchain-protocol](https://pypi.org/project/langchain-protocol) | 0.0.18 | Python bindings for the LangChain agent streaming protocol
+[langgraph](https://pypi.org/project/langgraph) | 1.2.11 | Building stateful, multi-actor applications with LLMs
+[langgraph-checkpoint](https://pypi.org/project/langgraph-checkpoint) | 4.1.1 | Library with base interfaces for LangGraph checkpoint savers.
+[langgraph-prebuilt](https://pypi.org/project/langgraph-prebuilt) | 1.1.0 | Library with high-level APIs for creating and executing LangGraph agents and tools.
+[langgraph-sdk](https://pypi.org/project/langgraph-sdk) | 0.4.2 | SDK for interacting with LangGraph API
+[langsmith](https://pypi.org/project/langsmith) | 0.11.0 | Client library to connect to the LangSmith Observability and Evaluation Platform.
+[lark](https://pypi.org/project/lark) | 1.3.1 | a modern parsing library
+[lazy-loader](https://pypi.org/project/lazy-loader) | 0.5 | Makes it easy to load subpackages and functions on demand.
+[librt](https://pypi.org/project/librt) | 0.15.0 | Mypyc runtime library
+[linkify-it-py](https://pypi.org/project/linkify-it-py) | 2.0.3 | Links recognition library with FULL unicode support.
+[llvmlite](https://pypi.org/project/llvmlite) | 0.49.0 | lightweight wrapper around basic LLVM functionality
+[lmfit](https://pypi.org/project/lmfit) | 1.3.4 | Least-Squares Minimization with Bounds and Constraints
+[locket](https://pypi.org/project/locket) | 1.0.0 | File-based locks for Python on Linux and Windows
+[logfire-api](https://pypi.org/project/logfire-api) | 4.33.0 | Shim for the Logfire SDK which does nothing unless Logfire is installed
+[lsprotocol](https://pypi.org/project/lsprotocol) | 2025.0.0 | Python types for Language Server Protocol.
+[lxml](https://pypi.org/project/lxml) | 6.1.0 | Powerful and Pythonic XML processing library combining libxml2/libxslt with the ElementTree API.
+[magika](https://pypi.org/project/magika) | 0.6.2 | A tool to determine the content type of a file with deep learning
+[mako](https://pypi.org/project/mako) | 1.3.12 | A super-fast templating language that borrows the best ideas from the existing templating languages.
+[markdown](https://pypi.org/project/markdown) | 3.10.2 | Python implementation of John Gruber's Markdown.
+[markdown-it-py](https://pypi.org/project/markdown-it-py) | 4.2.0 | Python port of markdown-it. Markdown parsing, done right!
+[markdownify](https://pypi.org/project/markdownify) | 1.2.2 | Convert HTML to markdown.
+[markitdown](https://pypi.org/project/markitdown) | 0.1.6 | Utility tool for converting various files to Markdown
+[markupsafe](https://pypi.org/project/markupsafe) | 3.0.3 | Safely add untrusted strings to HTML/XML markup.
+[matplotlib](https://pypi.org/project/matplotlib) | 3.11.1 | Python plotting package
+[matplotlib-inline](https://pypi.org/project/matplotlib-inline) | 0.2.2 | Inline Matplotlib backend for Jupyter
+[maturin](https://pypi.org/project/maturin) | 1.14.1 | Build and publish crates with pyo3, cffi and uniffi bindings as well as rust binaries as python packages
+[mccabe](https://pypi.org/project/mccabe) | 0.7.0 | McCabe checker, plugin for flake8
+[mcp](https://pypi.org/project/mcp) | 1.29.0 | Model Context Protocol SDK
+[mdit-py-plugins](https://pypi.org/project/mdit-py-plugins) | 0.6.1 | Collection of plugins for markdown-it-py
+[mdurl](https://pypi.org/project/mdurl) | 0.1.2 | Markdown URL utilities
+[mercantile](https://pypi.org/project/mercantile) | 1.2.1 | Web mercator XYZ tile utilities
+[mergedeep](https://pypi.org/project/mergedeep) | 1.3.4 | A deep merge function for 🐍.
+[missingno](https://pypi.org/project/missingno) | 0.5.2 | Missing data visualization module for Python.
+[mistune](https://pypi.org/project/mistune) | 3.3.4 | A sane and fast Markdown parser with useful plugins and renderers
+[mizani](https://pypi.org/project/mizani) | 0.14.4 | Scales for Python
+[ml-dtypes](https://pypi.org/project/ml-dtypes) | 0.5.4 | ml_dtypes is a stand-alone implementation of several NumPy dtype extensions used in machine learning.
+[mlxtend](https://pypi.org/project/mlxtend) | 0.25.0 | Machine Learning Library Extensions
+[moocore](https://pypi.org/project/moocore) | 0.3.2 | Core Algorithms for Multi-Objective Optimization
+[more-itertools](https://pypi.org/project/more-itertools) | 11.1.0 | More routines for operating on iterables, beyond itertools
+[mpld3](https://pypi.org/project/mpld3) | 0.5.12 | D3 Viewer for Matplotlib
+[mpmath](https://pypi.org/project/mpmath) | 1.3.0 | Python library for arbitrary-precision floating-point arithmetic
+[msal](https://pypi.org/project/msal) | 1.37.0 | The Microsoft Authentication Library (MSAL) for Python library enables your app to access the Microsoft Cloud by supporting authentication of us
+[msal-extensions](https://pypi.org/project/msal-extensions) | 1.3.1 | Microsoft Authentication Library extensions (MSAL EX) provides a persistence API that can save your data on disk, encrypted on Windows, macOS an
+[mssql-python](https://pypi.org/project/mssql-python) | 1.13.0 | A Python library for interacting with Microsoft SQL Server
+[mssql-python-odbc](https://pypi.org/project/mssql-python-odbc) | 18.6.2.1 | Internal implementation package for mssql-python: Microsoft ODBC Driver 18 for SQL Server binaries. Not intended for direct use.
+[multidict](https://pypi.org/project/multidict) | 6.7.1 | multidict implementation
+[multipledispatch](https://pypi.org/project/multipledispatch) | 1.0.0 | Multiple dispatch
+[mypy](https://pypi.org/project/mypy) | 2.3.0 | Optional static typing for Python
+[mypy-extensions](https://pypi.org/project/mypy-extensions) | 1.1.0 | Type system extensions for programs checked with the mypy type checker.
+[mysql-connector-python](https://pypi.org/project/mysql-connector-python) | 9.7.0 | A self-contained Python driver for communicating with MySQL servers, using an API that is compliant with the Python Database API Specification v
+[namex](https://pypi.org/project/namex) | 0.1.0 | A simple utility to separate the implementation of your Python package and its public API surface.
+[narwhals](https://pypi.org/project/narwhals) | 2.24.0 | Extremely lightweight compatibility layer between dataframe libraries
+[nbclient](https://pypi.org/project/nbclient) | 0.11.0 | A client library for executing notebooks. Formerly nbconvert's ExecutePreprocessor.
+[nbconvert](https://pypi.org/project/nbconvert) | 7.17.1 | Convert Jupyter Notebooks (.ipynb files) to other formats.
+[nbformat](https://pypi.org/project/nbformat) | 5.10.4 | The Jupyter Notebook format
+[nest-asyncio](https://pypi.org/project/nest-asyncio) | 1.6.0 | Patch asyncio to allow nested event loops
+[networkx](https://pypi.org/project/networkx) | 3.6.1 | Python package for creating and manipulating graphs and networks
+[nh3](https://pypi.org/project/nh3) | 0.3.3 | Python binding to Ammonia HTML sanitizer Rust crate
+[nltk](https://pypi.org/project/nltk) | 3.10.3 | Natural Language Toolkit
+[notebook](https://pypi.org/project/notebook) | 7.6.2 | Jupyter Notebook - A web-based notebook environment for interactive computing
+[notebook-shim](https://pypi.org/project/notebook-shim) | 0.2.4 | A shim layer for notebook traits and config
+[numba](https://pypi.org/project/numba) | 0.67.0 | compiling Python code using LLVM
+[numpy](https://pypi.org/project/numpy) | 2.5.2 | Fundamental package for array computing in Python
+[numpydoc](https://pypi.org/project/numpydoc) | 1.10.0 | Sphinx extension to support docstrings in Numpy format
+[onnxruntime](https://pypi.org/project/onnxruntime) | 1.28.0 | ONNX Runtime is a runtime accelerator for Machine Learning models
+[onnxruntime-genai](https://pypi.org/project/onnxruntime-genai) | 0.15.2 | ONNX Runtime GenAI
+[openai](https://pypi.org/project/openai) | 3.1.0 | The official Python library for the openai API
+[opencv-python](https://pypi.org/project/opencv-python) | 5.0.0.93 | Wrapper package for OpenCV python bindings.
+[openpyxl](https://pypi.org/project/openpyxl) | 3.1.5 | A Python library to read/write Excel 2010 xlsx/xlsm files
+[opentelemetry-api](https://pypi.org/project/opentelemetry-api) | 1.41.1 | OpenTelemetry Python API
+[optree](https://pypi.org/project/optree) | 0.19.0 | Optimized PyTree Utilities.
+[optuna](https://pypi.org/project/optuna) | 4.9.0 | A hyperparameter optimization framework
+[orjson](https://pypi.org/project/orjson) | 3.11.8 | Fast, correct Python JSON library supporting dataclasses, datetimes, and numpy
+[ormsgpack](https://pypi.org/project/ormsgpack) | 1.12.2 | Fast, correct Python msgpack library supporting dataclasses, datetimes, and numpy
+[osqp](https://pypi.org/project/osqp) | 1.1.3 | OSQP: The Operator Splitting QP Solver
+[outcome](https://pypi.org/project/outcome) | 1.3.0.post0 | Capture the outcome of Python function calls.
+[packaging](https://pypi.org/project/packaging) | 26.2 | Core utilities for Python packages
+[pandas](https://pypi.org/project/pandas) | 3.0.5 | Powerful data structures for data analysis, time series, and statistics
+[pandocfilters](https://pypi.org/project/pandocfilters) | 1.5.1 | Utilities for writing pandoc filters in python
+[panel](https://pypi.org/project/panel) | 1.9.3 | The powerful data exploration & web app framework for Python.
+[panel-material-ui](https://pypi.org/project/panel-material-ui) | 0.14.0 | An extension to bring MaterialUI components to Panel.
+[papermill](https://pypi.org/project/papermill) | 2.7.0 | Parameterize and run Jupyter and nteract Notebooks
+[param](https://pypi.org/project/param) | 2.4.1 | Declarative parameters for robust Python classes and a rich API for reactive programming
+[parso](https://pypi.org/project/parso) | 0.8.7 | A Python Parser
+[partd](https://pypi.org/project/partd) | 1.4.2 | Appendable key-value storage
+[pathspec](https://pypi.org/project/pathspec) | 1.1.1 | Utility library for gitignore style pattern matching of file paths.
+[patsy](https://pypi.org/project/patsy) | 1.0.2 | A Python package for describing statistical models and for building design matrices.
+[pep8](https://pypi.org/project/pep8) | 1.7.1 | Python style guide checker
+[pexpect](https://pypi.org/project/pexpect) | 4.9.0 | Pexpect allows easy control of interactive console applications.
+[pg8000](https://pypi.org/project/pg8000) | 1.31.5 | PostgreSQL interface library
+[pickleshare](https://pypi.org/project/pickleshare) | 0.7.5 | Tiny 'shelve'-like database with concurrency support
+[pillow](https://pypi.org/project/pillow) | 12.3.0 | Python Imaging Library (fork)
+[pip](https://pypi.org/project/pip) | 26.2.1 | The PyPA recommended tool for installing Python packages.
+[pipdeptree](https://pypi.org/project/pipdeptree) | 3.1.0 | Command line utility to show dependency tree of packages.
+[platformdirs](https://pypi.org/project/platformdirs) | 4.10.0 | A small Python package for determining appropriate platform-specific dirs, e.g. a `user data dir`.
+[plotly](https://pypi.org/project/plotly) | 6.9.0 | An open-source interactive data visualization library for Python
+[plotnine](https://pypi.org/project/plotnine) | 0.15.7 | A Grammar of Graphics for Python
+[plotpy](https://pypi.org/project/plotpy) | 2.10.0 | Curve and image plotting tools for Python/Qt applications
+[pluggy](https://pypi.org/project/pluggy) | 1.6.0 | plugin and hook calling mechanisms for python
+[polars](https://pypi.org/project/polars) | 1.43.2 | Blazingly fast DataFrame library
+[polars-runtime-32](https://pypi.org/project/polars-runtime-32) | 1.43.2 | Blazingly fast DataFrame library
+[prettytable](https://pypi.org/project/prettytable) | 3.18.0 | A simple Python library for easily displaying tabular data in a visually appealing ASCII table format
+[prince](https://pypi.org/project/prince) | 0.19.0 | Factor analysis in Python: PCA, CA, MCA, MFA, FAMD, GPA, PGA
+[priority](https://pypi.org/project/priority) | 2.0.0 | A pure-Python implementation of the HTTP/2 priority tree
+[prometheus-client](https://pypi.org/project/prometheus-client) | 0.26.0 | Python client for the Prometheus monitoring system.
+[prompt-toolkit](https://pypi.org/project/prompt-toolkit) | 3.0.52 | Library for building powerful interactive command lines in Python
+[propcache](https://pypi.org/project/propcache) | 0.5.2 | Accelerated property cache
+[protobuf](https://pypi.org/project/protobuf) | 7.35.1 | 
+[psutil](https://pypi.org/project/psutil) | 7.2.2 | Cross-platform lib for process and system monitoring.
+[psycopg2](https://pypi.org/project/psycopg2) | 2.9.12 | psycopg2 - Python-PostgreSQL Database Adapter
+[psygnal](https://pypi.org/project/psygnal) | 0.15.1 | Fast python callback/event system modeled after Qt Signals
+[ptpython](https://pypi.org/project/ptpython) | 3.0.32 | Python REPL build on top of prompt_toolkit
+[ptyprocess](https://pypi.org/project/ptyprocess) | 0.7.0 | Run a subprocess in a pseudo terminal
+[pure-eval](https://pypi.org/project/pure-eval) | 0.2.3 | Safely evaluate AST nodes without side effects
+[py-key-value-aio](https://pypi.org/project/py-key-value-aio) | 0.4.5 | Async Key-Value Store - A pluggable interface for KV Stores
+[pyarrow](https://pypi.org/project/pyarrow) | 24.0.0 | Python library for Apache Arrow
+[pyasn1](https://pypi.org/project/pyasn1) | 0.6.4 | Pure-Python implementation of ASN.1 types and DER/BER/CER codecs (X.208)
+[pyasn1-modules](https://pypi.org/project/pyasn1-modules) | 0.4.2 | A collection of ASN.1-based protocols modules
+[pybind11](https://pypi.org/project/pybind11) | 3.1.0 | Seamless operability between C++11 and Python
+[pycodestyle](https://pypi.org/project/pycodestyle) | 2.12.1 | Python style guide checker
+[pycparser](https://pypi.org/project/pycparser) | 3.0 | C parser in Python
+[pyct](https://pypi.org/project/pyct) | 0.6.0 | Python package common tasks for users (e.g. copy examples, fetch data, ...)
+[pydantic](https://pypi.org/project/pydantic) | 2.13.4 | Data validation using Python type hints
+[pydantic-ai-slim](https://pypi.org/project/pydantic-ai-slim) | 1.106.0 | Agent Framework / shim to use Pydantic with LLMs, slim package
+[pydantic-core](https://pypi.org/project/pydantic-core) | 2.46.4 | Core functionality for Pydantic validation and serialization
+[pydantic-evals](https://pypi.org/project/pydantic-evals) | 1.106.0 | Framework for evaluating stochastic code execution, especially code making use of LLMs
+[pydantic-graph](https://pypi.org/project/pydantic-graph) | 1.106.0 | Graph and state machine library
+[pydantic-settings](https://pypi.org/project/pydantic-settings) | 2.14.2 | Settings management using Pydantic
+[pydeck](https://pypi.org/project/pydeck) | 0.9.3 | Widget for deck.gl maps
+[pydocstyle](https://pypi.org/project/pydocstyle) | 6.3.0 | Python docstring style checker
+[pydot](https://pypi.org/project/pydot) | 4.0.1 | Python interface to Graphviz's Dot
+[pyflakes](https://pypi.org/project/pyflakes) | 3.2.0 | passive checker of Python programs
+[pygithub](https://pypi.org/project/pygithub) | 2.8.1 | Use the full Github API v3
+[pygments](https://pypi.org/project/pygments) | 2.20.0 | Pygments is a syntax highlighting package written in Python.
+[pyjwt](https://pypi.org/project/pyjwt) | 2.13.0 | JSON Web Token implementation in Python
+[pylint](https://pypi.org/project/pylint) | 4.0.6 | python code static checker
+[pylint-venv](https://pypi.org/project/pylint-venv) | 3.0.4 | pylint-venv provides a Pylint init-hook to use the same Pylint installation with different virtual environments.
+[pyls-spyder](https://pypi.org/project/pyls-spyder) | 0.4.0 | Spyder extensions for the python-lsp-server
+[pympler](https://pypi.org/project/pympler) | 1.1 | A development tool to measure, monitor and analyze the memory behavior of Python objects.
+[pynacl](https://pypi.org/project/pynacl) | 1.6.2 | Python binding to the Networking and Cryptography (NaCl) library
+[pynndescent](https://pypi.org/project/pynndescent) | 0.6.0 | Nearest Neighbor Descent
+[pyodbc](https://pypi.org/project/pyodbc) | 5.3.0 | DB API module for ODBC
+[pyomo](https://pypi.org/project/pyomo) | 6.10.1 | The Pyomo optimization modeling framework
+[pypandoc](https://pypi.org/project/pypandoc) | 1.15 | Thin wrapper for pandoc.
+[pyparsing](https://pypi.org/project/pyparsing) | 3.3.2 | pyparsing - Classes and methods to define and execute parsing grammars
+[pypdf](https://pypi.org/project/pypdf) | 6.16.2 | A pure-python PDF library capable of splitting, merging, cropping, and transforming PDF files
+[pyperclip](https://pypi.org/project/pyperclip) | 1.11.0 | A cross-platform clipboard module for Python. (Only handles plain text for now.)
+[pyproject-hooks](https://pypi.org/project/pyproject-hooks) | 1.2.0 | Wrappers to call pyproject.toml-based build backend hooks.
+[pyqt5](https://pypi.org/project/pyqt5) | 5.15.11 | Python bindings for the Qt cross platform application toolkit
+[pyqt5-qt5](https://pypi.org/project/pyqt5-qt5) | 5.15.2 | The subset of a Qt installation needed by PyQt5.
+[pyqt5-sip](https://pypi.org/project/pyqt5-sip) | 12.17.1 | The sip module support for PyQt5
+[pyqtgraph](https://pypi.org/project/pyqtgraph) | 0.14.0 | Scientific Graphics and GUI Library for Python
+[pyqtwebengine](https://pypi.org/project/pyqtwebengine) | 5.15.7 | Python bindings for the Qt WebEngine framework
+[pyqtwebengine-qt5](https://pypi.org/project/pyqtwebengine-qt5) | 5.15.2 | The subset of a Qt installation needed by PyQtWebEngine.
+[pyserial](https://pypi.org/project/pyserial) | 3.5 | Python Serial Port Extension
+[pysocks](https://pypi.org/project/pysocks) | 1.7.1 | A Python SOCKS client module. See https://github.com/Anorov/PySocks for more information.
+[pyspnego](https://pypi.org/project/pyspnego) | 0.12.0 | Windows Negotiate Authentication Client and Server
+[pytest](https://pypi.org/project/pytest) | 9.0.3 | pytest: simple powerful testing with Python
+[python-barcode](https://pypi.org/project/python-barcode) | 0.16.1 | Create standard barcodes with Python. No external modules needed. (optional Pillow support included).
+[python-dateutil](https://pypi.org/project/python-dateutil) | 2.9.0.post0 | Extensions to the standard Python datetime module
+[python-dotenv](https://pypi.org/project/python-dotenv) | 1.2.2 | Read key-value pairs from a .env file and set them as environment variables
+[python-json-logger](https://pypi.org/project/python-json-logger) | 4.1.0 | JSON Log Formatter for the Python Logging Package
+[python-lsp-black](https://pypi.org/project/python-lsp-black) | 2.0.0 | Black plugin for the Python LSP Server
+[python-lsp-jsonrpc](https://pypi.org/project/python-lsp-jsonrpc) | 1.1.2 | JSON RPC 2.0 server library
+[python-lsp-ruff](https://pypi.org/project/python-lsp-ruff) | 2.3.0 | Ruff linting plugin for pylsp
+[python-lsp-server](https://pypi.org/project/python-lsp-server) | 1.15.0 | Python Language Server for the Language Server Protocol
+[python-multipart](https://pypi.org/project/python-multipart) | 0.0.32 | A streaming multipart parser for Python
+[python-slugify](https://pypi.org/project/python-slugify) | 8.0.4 | A Python slugify application that also handles Unicode
+[pythonqwt](https://pypi.org/project/pythonqwt) | 0.16.3 | Qt plotting widgets for Python
+[pytokens](https://pypi.org/project/pytokens) | 0.4.1 | A Fast, spec compliant Python 3.14+ tokenizer that runs on older Pythons.
+[pytoolconfig](https://pypi.org/project/pytoolconfig) | 1.3.1 | Python tool configuration
+[pyuca](https://pypi.org/project/pyuca) | 1.2 | a Python implementation of the Unicode Collation Algorithm
+[pyusb](https://pypi.org/project/pyusb) | 1.3.1 | Easy USB access for Python
+[pyvisa](https://pypi.org/project/pyvisa) | 1.16.2 | Python VISA bindings for GPIB, RS232, TCPIP and USB instruments
+[pyviz-comms](https://pypi.org/project/pyviz-comms) | 3.0.6 | A JupyterLab extension for rendering HoloViz content.
+[pywavelets](https://pypi.org/project/pywavelets) | 1.9.0 | PyWavelets, wavelet transform module
+[pywin32](https://pypi.org/project/pywin32) | 312 | Python for Windows Extensions
+[pywin32-ctypes](https://pypi.org/project/pywin32-ctypes) | 0.2.3 | A (partial) reimplementation of pywin32 using ctypes/cffi
+[pywinpty](https://pypi.org/project/pywinpty) | 3.0.5 | Pseudo terminal support for Windows from Python.
+[pyyaml](https://pypi.org/project/pyyaml) | 6.0.3 | YAML parser and emitter for Python
+[pyzmq](https://pypi.org/project/pyzmq) | 27.1.0 | Python bindings for 0MQ
+[qdarkstyle](https://pypi.org/project/qdarkstyle) | 3.2.3 | The most complete dark/light style sheet for C++/Python and Qt applications
+[qdldl](https://pypi.org/project/qdldl) | 0.1.9.post1 | QDLDL, a free LDL factorization routine.
+[qrcode](https://pypi.org/project/qrcode) | 8.2 | QR Code image generator
+[qstylizer](https://pypi.org/project/qstylizer) | 0.2.4 | Stylesheet Generator for PyQt{4-5}/PySide{1-2}
+[qtawesome](https://pypi.org/project/qtawesome) | 1.4.2 | FontAwesome icons in PyQt and PySide applications
+[qtconsole](https://pypi.org/project/qtconsole) | 5.7.2 | Jupyter Qt console
+[qtpy](https://pypi.org/project/qtpy) | 2.4.3 | Provides an abstraction layer on top of the various Qt bindings (PyQt5/6 and PySide2/6).
+[quantecon](https://pypi.org/project/quantecon) | 0.11.4 | Import the main names to top level.
+[quart](https://pypi.org/project/quart) | 0.20.0 | A Python ASGI web framework with the same API as Flask
+[rapidfuzz](https://pypi.org/project/rapidfuzz) | 3.14.5 | rapid fuzzy string matching
+[readme-renderer](https://pypi.org/project/readme-renderer) | 44.0 | readme_renderer is a library for rendering readme descriptions for Warehouse
+[redis](https://pypi.org/project/redis) | 8.1.0 | Python client for Redis database and key-value store
+[referencing](https://pypi.org/project/referencing) | 0.37.0 | JSON Referencing + Python
+[regex](https://pypi.org/project/regex) | 2026.7.19 | Alternative regular expression module, to replace re.
+[reportlab](https://pypi.org/project/reportlab) | 5.0.0 | The Reportlab Toolkit
+[requests](https://pypi.org/project/requests) | 2.34.2 | Python HTTP for Humans.
+[requests-ntlm](https://pypi.org/project/requests-ntlm) | 1.3.0 | This package allows for HTTP NTLM authentication using the requests library.
+[requests-toolbelt](https://pypi.org/project/requests-toolbelt) | 1.0.0 | A utility belt for advanced users of python-requests
+[rfc3339-validator](https://pypi.org/project/rfc3339-validator) | 0.1.4 | A pure python RFC3339 validator
+[rfc3986](https://pypi.org/project/rfc3986) | 2.0.0 | Validating URI References per RFC 3986
+[rfc3986-validator](https://pypi.org/project/rfc3986-validator) | 0.1.1 | Pure python rfc3986 validator
+[rfc3987-syntax](https://pypi.org/project/rfc3987-syntax) | 1.1.0 | Helper functions to syntactically validate strings according to RFC 3987.
+[rich](https://pypi.org/project/rich) | 15.0.0 | Render rich text, tables, progress bars, syntax highlighting, markdown and more to the terminal
+[roman-numerals](https://pypi.org/project/roman-numerals) | 4.1.0 | Manipulate well-formed Roman numerals
+[rope](https://pypi.org/project/rope) | 1.14.0 | a python refactoring library...
+[rpds-py](https://pypi.org/project/rpds-py) | 2026.6.3 | Python bindings to Rust's persistent data structures (rpds)
+[rtree](https://pypi.org/project/rtree) | 1.4.1 | R-Tree spatial index for Python GIS
+[ruff](https://pypi.org/project/ruff) | 0.16.1 | An extremely fast Python linter and code formatter, written in Rust.
+[rx](https://pypi.org/project/rx) | 3.2.0 | Reactive Extensions (Rx) for Python
+[scikit-image](https://pypi.org/project/scikit-image) | 0.26.0 | Image processing in Python
+[scikit-learn](https://pypi.org/project/scikit-learn) | 1.9.0 | A set of python modules for machine learning and data mining
+[scipy](https://pypi.org/project/scipy) | 1.18.1 | Fundamental algorithms for scientific computing in Python
+[scramp](https://pypi.org/project/scramp) | 1.4.17 | An implementation of the SCRAM protocol.
+[scs](https://pypi.org/project/scs) | 3.2.11 | Splitting conic solver
+[seaborn](https://pypi.org/project/seaborn) | 0.13.2 | Statistical data visualization
+[send2trash](https://pypi.org/project/send2trash) | 2.1.0 | Send file to trash natively under Mac OS X, Windows and Linux
+[setuptools](https://pypi.org/project/setuptools) | 83.0.0 | Most extensible Python build backend with support for C/C++ extension modules
+[shapely](https://pypi.org/project/shapely) | 2.1.2 | Manipulation and analysis of geometric objects
+[shellingham](https://pypi.org/project/shellingham) | 1.5.4 | Tool to Detect Surrounding Shell
+[simplejson](https://pypi.org/project/simplejson) | 4.1.1 | Simple, fast, extensible JSON encoder/decoder for Python
+[simpy](https://pypi.org/project/simpy) | 4.1.2 | Event discrete, process based simulation for Python.
+[six](https://pypi.org/project/six) | 1.17.0 | Python 2 and 3 compatibility utilities
+[sklearn-compat](https://pypi.org/project/sklearn-compat) | 0.1.6 | Ease support for compatible scikit-learn estimators across versions
+[skrub](https://pypi.org/project/skrub) | 0.10.0 | Machine learning with dataframes
+[smmap](https://pypi.org/project/smmap) | 5.0.3 | A pure Python implementation of a sliding window memory map manager
+[sniffio](https://pypi.org/project/sniffio) | 1.3.1 | Sniff out which async library your code is running under
+[snowballstemmer](https://pypi.org/project/snowballstemmer) | 3.1.1 | This package provides 36 stemmers for 34 languages generated from Snowball algorithms.
+[sortedcontainers](https://pypi.org/project/sortedcontainers) | 2.4.0 | Sorted Containers -- Sorted List, Sorted Dict, Sorted Set
+[sounddevice](https://pypi.org/project/sounddevice) | 0.5.5 | Play and Record Sound with Python
+[soundfile](https://pypi.org/project/soundfile) | 0.14.0 | An audio library based on libsndfile, CFFI and NumPy
+[soupsieve](https://pypi.org/project/soupsieve) | 2.9.2 | A modern CSS selector implementation for Beautiful Soup.
+[sparsediffpy](https://pypi.org/project/sparsediffpy) | 0.3.0 | Python bindings for SparseDiffEngine algorithmic differentiation
+[sphinx](https://pypi.org/project/sphinx) | 9.1.0 | Python documentation generator
+[sphinx-rtd-theme](https://pypi.org/project/sphinx-rtd-theme) | 3.1.0 | Read the Docs theme for Sphinx
+[sphinxcontrib-applehelp](https://pypi.org/project/sphinxcontrib-applehelp) | 2.0.0 | sphinxcontrib-applehelp is a Sphinx extension which outputs Apple help books
+[sphinxcontrib-devhelp](https://pypi.org/project/sphinxcontrib-devhelp) | 2.0.0 | sphinxcontrib-devhelp is a sphinx extension which outputs Devhelp documents
+[sphinxcontrib-htmlhelp](https://pypi.org/project/sphinxcontrib-htmlhelp) | 2.1.0 | sphinxcontrib-htmlhelp is a sphinx extension which renders HTML help files
+[sphinxcontrib-jquery](https://pypi.org/project/sphinxcontrib-jquery) | 4.1 | Extension to include jQuery on newer Sphinx releases
+[sphinxcontrib-jsmath](https://pypi.org/project/sphinxcontrib-jsmath) | 1.0.1 | A sphinx extension which renders display math in HTML via JavaScript
+[sphinxcontrib-qthelp](https://pypi.org/project/sphinxcontrib-qthelp) | 2.0.0 | sphinxcontrib-qthelp is a sphinx extension which outputs QtHelp documents
+[sphinxcontrib-serializinghtml](https://pypi.org/project/sphinxcontrib-serializinghtml) | 2.0.0 | sphinxcontrib-serializinghtml is a sphinx extension which outputs "serialized" HTML files (json and pickle)
+[spyder](https://pypi.org/project/spyder) | 6.1.6 | The Scientific Python Development Environment
+[spyder-kernels](https://pypi.org/project/spyder-kernels) | 3.1.5 | Jupyter kernels for Spyder's console
+[sqlalchemy](https://pypi.org/project/sqlalchemy) | 2.0.51 | Database Abstraction Library
+[sqlite-bro](https://pypi.org/project/sqlite-bro) | 1.3.2 | a graphic SQLite and DuckDB Client in 1 Python file
+[sqlite-fts4](https://pypi.org/project/sqlite-fts4) | 1.0.3 | Python functions for working with SQLite FTS4 search
+[sqlite-utils](https://pypi.org/project/sqlite-utils) | 4.1.1 | CLI tool and Python library for manipulating SQLite databases
+[sqlparse](https://pypi.org/project/sqlparse) | 0.6.0 | A non-validating SQL parser.
+[squarify](https://pypi.org/project/squarify) | 0.4.4 | Pure Python implementation of the squarify treemap layout algorithm
+[sse-starlette](https://pypi.org/project/sse-starlette) | 3.4.8 | SSE plugin for Starlette
+[sspilib](https://pypi.org/project/sspilib) | 0.5.0 | SSPI API bindings for Python
+[stack-data](https://pypi.org/project/stack-data) | 0.6.3 | Extract data from python stack frames and tracebacks for informative displays
+[starlette](https://pypi.org/project/starlette) | 1.6.0 | The little ASGI library that shines.
+[statsmodels](https://pypi.org/project/statsmodels) | 0.14.6 | Statistical computations and models for Python
+[streamlit](https://pypi.org/project/streamlit) | 1.60.0 | A faster way to build and share data apps
+[streamlit-bokeh](https://pypi.org/project/streamlit-bokeh) | 3.9.1 | Streamlit component that allows you to render Bokeh charts
+[superqt](https://pypi.org/project/superqt) | 0.8.2 | Missing widgets and components for PyQt/PySide
+[sympy](https://pypi.org/project/sympy) | 1.14.0 | Computer algebra system (CAS) in Python
+[tabulate](https://pypi.org/project/tabulate) | 0.10.0 | Pretty-print tabular data
+[tenacity](https://pypi.org/project/tenacity) | 9.1.4 | Retry code until it succeeds
+[termcolor](https://pypi.org/project/termcolor) | 3.3.0 | ANSI color formatting for output in terminal
+[terminado](https://pypi.org/project/terminado) | 0.18.1 | Tornado websocket backend for the Xterm.js Javascript terminal emulator library.
+[text-unidecode](https://pypi.org/project/text-unidecode) | 1.3 | The most basic Text::Unidecode port
+[textdistance](https://pypi.org/project/textdistance) | 4.6.3 | Compute distance between the two texts.
+[thefuzz](https://pypi.org/project/thefuzz) | 0.22.1 | Fuzzy string matching in python
+[threadpoolctl](https://pypi.org/project/threadpoolctl) | 3.6.0 | threadpoolctl
+[three-merge](https://pypi.org/project/three-merge) | 0.1.1 | Simple library for merging two strings with respect to a base one
+[tifffile](https://pypi.org/project/tifffile) | 2026.4.11 | Read and write TIFF files
+[tiktoken](https://pypi.org/project/tiktoken) | 0.12.0 | tiktoken is a fast BPE tokeniser for use with OpenAI's models
+[tinycss2](https://pypi.org/project/tinycss2) | 1.5.1 | A tiny CSS parser
+[tokenizers](https://pypi.org/project/tokenizers) | 0.23.1 | 
+[toml](https://pypi.org/project/toml) | 0.10.2 | Python Library for Tom's Obvious, Minimal Language
+[tomli-w](https://pypi.org/project/tomli-w) | 1.2.0 | A lil' TOML writer
+[tomlkit](https://pypi.org/project/tomlkit) | 0.15.1 | Style preserving TOML library
+[toolz](https://pypi.org/project/toolz) | 1.1.0 | List processing tools and functional utilities
+[tornado](https://pypi.org/project/tornado) | 6.5.8 | Tornado is a Python web framework and asynchronous networking library, originally developed at FriendFeed.
+[tqdm](https://pypi.org/project/tqdm) | 4.70.0 | Fast, Extensible Progress Meter
+[traitlets](https://pypi.org/project/traitlets) | 5.15.1 | Traitlets Python configuration system
+[traittypes](https://pypi.org/project/traittypes) | 0.2.3 | Scipy trait types
+[trio](https://pypi.org/project/trio) | 0.34.0 | A friendly Python library for async concurrency and I/O
+[trove-classifiers](https://pypi.org/project/trove-classifiers) | 2026.6.1.19 | Canonical source for classifiers on PyPI (pypi.org).
+[truststore](https://pypi.org/project/truststore) | 0.10.4 | Verify certificates using native system trust stores
+[twine](https://pypi.org/project/twine) | 6.2.0 | Collection of utilities for publishing packages on PyPI
+[typer](https://pypi.org/project/typer) | 0.25.1 | Typer, build great CLIs. Easy to code. Based on Python type hints.
+[types-requests](https://pypi.org/project/types-requests) | 2.33.0.20260712 | Typing stubs for requests
+[typing-extensions](https://pypi.org/project/typing-extensions) | 4.16.0 | Backported and Experimental Type Hints for Python 3.9+
+[typing-inspection](https://pypi.org/project/typing-inspection) | 0.4.2 | Runtime typing introspection tools
+[tzdata](https://pypi.org/project/tzdata) | 2026.3 | Provider of IANA time zone data
+[tzlocal](https://pypi.org/project/tzlocal) | 5.3.1 | tzinfo object for the local timezone
+[uc-micro-py](https://pypi.org/project/uc-micro-py) | 2.0.0 | Micro subset of unicode data files for linkify-it-py projects.
+[ujson](https://pypi.org/project/ujson) | 5.13.0 | Ultra fast JSON encoder and decoder for Python
+[umap-learn](https://pypi.org/project/umap-learn) | 0.5.12 | Uniform Manifold Approximation and Projection
+[uncertainties](https://pypi.org/project/uncertainties) | 3.2.3 | calculations with values with uncertainties, error propagation
+[uri-template](https://pypi.org/project/uri-template) | 1.3.0 | RFC 6570 URI Template Processor
+[urllib3](https://pypi.org/project/urllib3) | 2.7.0 | HTTP library with thread-safe connection pooling, file post, and more.
+[uuid-utils](https://pypi.org/project/uuid-utils) | 0.17.0 | Fast, drop-in replacement for Python's uuid module, powered by Rust.
+[uvicorn](https://pypi.org/project/uvicorn) | 0.51.0 | The lightning-fast ASGI server.
+[vega-datasets](https://pypi.org/project/vega-datasets) | 0.9.0 | A Python package for offline access to Vega datasets
+[waitress](https://pypi.org/project/waitress) | 3.0.2 | Waitress WSGI server
+[watchdog](https://pypi.org/project/watchdog) | 6.0.0 | Filesystem events monitoring
+[wcwidth](https://pypi.org/project/wcwidth) | 0.7.0 | Measures the displayed width of unicode strings in a terminal
+[webcolors](https://pypi.org/project/webcolors) | 25.10.0 | A library for working with the color formats defined by HTML and CSS.
+[webencodings](https://pypi.org/project/webencodings) | 0.5.1 | Character encoding aliases for legacy web content
+[websocket-client](https://pypi.org/project/websocket-client) | 1.9.0 | WebSocket client for Python with low level API options
+[websockets](https://pypi.org/project/websockets) | 15.0.1 | An implementation of the WebSocket Protocol (RFC 6455 & 7692)
+[werkzeug](https://pypi.org/project/werkzeug) | 3.1.8 | The comprehensive WSGI web application library.
+[whatthepatch](https://pypi.org/project/whatthepatch) | 1.0.7 | A patch parsing and application library.
+[wheel](https://pypi.org/project/wheel) | 0.47.0 | Command line tool for manipulating wheel files
+[widgetsnbextension](https://pypi.org/project/widgetsnbextension) | 4.0.15 | Jupyter interactive widgets for Jupyter Notebook
+[wordcloud](https://pypi.org/project/wordcloud) | 1.9.6 | A little word cloud generator
+[wppm](https://pypi.org/project/wppm) | 17.12.20260816 | pip companion: extras-aware dependency trees, offline wheelhouses, portable Pythons
+[wsproto](https://pypi.org/project/wsproto) | 1.3.2 | Pure-Python WebSocket protocol implementation
+[xarray](https://pypi.org/project/xarray) | 2026.7.0 | N-D labeled arrays and datasets in Python
+[xlsxwriter](https://pypi.org/project/xlsxwriter) | 3.2.9 | A Python module for creating Excel XLSX files.
+[xxhash](https://pypi.org/project/xxhash) | 3.7.0 | Python binding for xxHash
+[xyzservices](https://pypi.org/project/xyzservices) | 2026.3.0 | Source of XYZ tiles providers
+[yapf](https://pypi.org/project/yapf) | 0.43.0 | A formatter for Python code
+[yarl](https://pypi.org/project/yarl) | 1.24.5 | Yet another URL library
+[yt-dlp](https://pypi.org/project/yt-dlp) | 2026.7.4 | A feature-rich command-line audio/video downloader
+[zipp](https://pypi.org/project/zipp) | 4.1.0 | Backport of pathlib-compatible object wrapper for zip files
+[zstandard](https://pypi.org/project/zstandard) | 0.25.0 | Zstandard bindings for Python
+
+
+### WheelHouse packages
+
+Name | Version | Description
+-----|---------|------------
+
+
+
diff --git a/changelogs/WinPythonslim-64bit-3.14.7.1b1_History.md b/changelogs/WinPythonslim-64bit-3.14.7.1b1_History.md
new file mode 100644
index 00000000..e19687f1
--- /dev/null
+++ b/changelogs/WinPythonslim-64bit-3.14.7.1b1_History.md
@@ -0,0 +1,109 @@
+## History of changes for WinPython-64bit 3.14.7.1b1slim
+
+The following changes were made to WinPython-64bit distribution since version 3.14.7.0slim.
+
+
+
+### Tools
+
+
+No differences found.
+
+### Python packages
+
+
+New packages:
+  * lark 1.3.1 (a modern parsing library)
+  * rfc3987-syntax 1.1.0 (Helper functions to syntactically validate strings according to RFC 3987.)
+
+Upgraded packages:
+  * aiofile 3.9.0 → 3.11.1 (Asynchronous file operations.)
+  * aiohappyeyeballs 2.6.1 → 2.7.1 (Happy Eyeballs for asyncio)
+  * aiohttp 3.14.1 → 3.14.3 (Async http client/server framework (asyncio))
+  * asgiref 3.11.0 → 3.12.1 (ASGI specs, helper code, and adapters)
+  * asteval 1.0.6 → 1.0.9 (Safe, minimalistic evaluator of python expression using ast module)
+  * asttokens 3.0.1 → 3.0.2 (Annotate AST trees with source code positions)
+  * asyncssh 2.23.1 → 2.24.0 (AsyncSSH: Asynchronous SSHv2 client and server library)
+  * beautifulsoup4 4.14.3 → 4.15.0 (Screen-scraping library)
+  * binaryornot 0.4.4 → 0.6.0 (Ultra-lightweight pure Python package to check if a file is binary or text.)
+  * bleach 6.3.0 → 6.4.0 (An easy safelist-based HTML-sanitizing tool.)
+  * branca 0.8.1 → 0.8.2 (Generate complex HTML+JS pages with Python)
+  * cachetools 7.0.5 → 7.1.4 (Extensible memoizing collections and decorators)
+  * cattrs 25.3.0 → 26.1.0 (Composable complex class support for attrs and dataclasses.)
+  * colorlog 6.10.1 → 6.12.0 (Add colours to the output of Python's logging module.)
+  * cryptography 46.0.7 → 50.0.0 (cryptography is a package which provides cryptographic recipes and primitives to Python developers.)
+  * cython 3.3.0a1 → 3.2.9 (The Cython compiler for writing C extensions in the Python language.)
+  * debugpy 1.8.20 → 1.8.21 (An implementation of the Debug Adapter Protocol for Python)
+  * decorator 5.2.1 → 5.3.1 (Decorators for Humans)
+  * fastavro 1.12.1 → 1.12.2 (Fast read/write of AVRO files)
+  * fonttools 4.62.1 → 4.63.0 (Tools to manipulate font files)
+  * gitpython 3.1.46 → 3.1.59 (GitPython is a Python library used to interact with Git repositories)
+  * greenlet 3.4.0 → 3.5.5 (Lightweight in-process concurrent programming)
+  * h2 4.3.0 → 4.4.1 (Pure-Python HTTP/2 protocol implementation)
+  * hpack 4.1.0 → 4.2.0 (Pure-Python HPACK header encoding)
+  * id 1.5.0 → 1.6.1 (A tool for generating OIDC identities)
+  * imageio 2.37.2 → 2.37.3 (Read and write images and video across all major formats. Supports scientific and volumetric data.)
+  * joserfc 1.6.5 → 1.7.4 (The ultimate Python library for JOSE RFCs, including JWS, JWE, JWK, JWA, JWT)
+  * json5 0.14.0 → 0.15.0 (A Python implementation of the JSON5 data format.)
+  * jsonschema 4.24.0 → 4.26.0 (An implementation of JSON Schema validation for Python)
+  * jupyterlab 4.6.2 → 4.6.3 (JupyterLab computational environment)
+  * librt 0.14.0 → 0.15.0 (Mypyc runtime library)
+  * mako 1.3.10 → 1.3.12 (A super-fast templating language that borrows the best ideas from the existing templating languages.)
+  * mistune 3.2.1 → 3.3.4 (A sane and fast Markdown parser with useful plugins and renderers)
+  * mizani 0.14.3 → 0.14.4 (Scales for Python)
+  * mlxtend 0.23.4 → 0.25.0 (Machine Learning Library Extensions)
+  * moocore 0.2.0 → 0.3.2 (Core Algorithms for Multi-Objective Optimization)
+  * msal 1.36.0 → 1.37.0 (The Microsoft Authentication Library (MSAL) for Python library enables your app to access the Microsoft Cloud by supporting authentication of us)
+  * narwhals 2.23.0 → 2.24.0 (Extremely lightweight compatibility layer between dataframe libraries)
+  * nbclient 0.10.4 → 0.11.0 (A client library for executing notebooks. Formerly nbconvert's ExecutePreprocessor.)
+  * nbconvert 7.17.0 → 7.17.1 (Convert Jupyter Notebooks (.ipynb files) to other formats.)
+  * nltk 3.9.4 → 3.10.3 (Natural Language Toolkit)
+  * notebook 7.6.1 → 7.6.2 (Jupyter Notebook - A web-based notebook environment for interactive computing)
+  * optuna 4.7.0 → 4.9.0 (A hyperparameter optimization framework)
+  * param 2.4.0 → 2.4.1 (Declarative parameters for robust Python classes and a rich API for reactive programming)
+  * prettytable 3.17.0 → 3.18.0 (A simple Python library for easily displaying tabular data in a visually appealing ASCII table format)
+  * psutil 7.2.1 → 7.2.2 (Cross-platform lib for process and system monitoring.)
+  * psycopg2 2.9.11 → 2.9.12 (psycopg2 - Python-PostgreSQL Database Adapter)
+  * pyasn1 0.6.3 → 0.6.4 (Pure-Python implementation of ASN.1 types and DER/BER/CER codecs (X.208))
+  * pybind11 3.0.4 → 3.1.0 (Seamless operability between C++11 and Python)
+  * pygments 2.19.2 → 2.20.0 (Pygments is a syntax highlighting package written in Python.)
+  * pyjwt 2.10.1 → 2.13.0 (JSON Web Token implementation in Python)
+  * pypdf 6.10.2 → 6.16.2 (A pure-python PDF library capable of splitting, merging, cropping, and transforming PDF files)
+  * pyvisa 1.15.0 → 1.16.2 (Python VISA bindings for GPIB, RS232, TCPIP and USB instruments)
+  * quantecon 0.11.2 → 0.11.4 (Import the main names to top level.)
+  * redis 7.1.0 → 8.1.0 (Python client for Redis database and key-value store)
+  * regex 2026.5.9 → 2026.7.19 (Alternative regular expression module, to replace re.)
+  * scipy 1.18.0 → 1.18.1 (Fundamental algorithms for scientific computing in Python)
+  * scramp 1.4.8 → 1.4.17 (An implementation of the SCRAM protocol.)
+  * simpy 4.1.1 → 4.1.2 (Event discrete, process based simulation for Python.)
+  * soundfile 0.13.1 → 0.14.0 (An audio library based on libsndfile, CFFI and NumPy)
+  * soupsieve 2.8.3 → 2.9.2 (A modern CSS selector implementation for Beautiful Soup.)
+  * sqlparse 0.5.5 → 0.6.0 (A non-validating SQL parser.)
+  * starlette 1.3.1 → 1.6.0 (The little ASGI library that shines.)
+  * superqt 0.8.1 → 0.8.2 (Missing widgets and components for PyQt/PySide)
+  * tinycss2 1.4.0 → 1.5.1 (A tiny CSS parser)
+  * tokenizers 0.22.2 → 0.23.1 ()
+  * tomlkit 0.15.0 → 0.15.1 (Style preserving TOML library)
+  * tornado 6.5.7 → 6.5.8 (Tornado is a Python web framework and asynchronous networking library, originally developed at FriendFeed.)
+  * tqdm 4.67.3 → 4.70.0 (Fast, Extensible Progress Meter)
+  * traitlets 5.14.3 → 5.15.1 (Traitlets Python configuration system)
+  * tzdata 2025.3 → 2026.3 (Provider of IANA time zone data)
+  * ujson 5.12.1 → 5.13.0 (Ultra fast JSON encoder and decoder for Python)
+  * xyzservices 2025.11.0 → 2026.3.0 (Source of XYZ tiles providers)
+  * zipp 3.23.0 → 4.1.0 (Backport of pathlib-compatible object wrapper for zip files)
+
+Removed packages:
+  * eval-type-backport 0.3.1 (Like `typing._eval_type`, but lets older Python versions use newer typing features.)
+  * httpie 3.2.4 (HTTPie: modern, user-friendly command-line HTTP client for the API era.)
+  * jsonpath-python 1.0.6 (A more powerful JSONPath implementation in modern python)
+  * mistralai 2.8.0 (Python Client SDK for the Mistral AI API.)
+  * opentelemetry-semantic-conventions 0.60b1 (OpenTelemetry Semantic Conventions)
+
+### WheelHouse packages
+
+
+No differences found.
+
+
+
+* * *
diff --git a/changelogs/WinPythonslim-64bit-3.14.7.1b2.md b/changelogs/WinPythonslim-64bit-3.14.7.1b2.md
new file mode 100644
index 00000000..209a3d39
--- /dev/null
+++ b/changelogs/WinPythonslim-64bit-3.14.7.1b2.md
@@ -0,0 +1,556 @@
+## WinPython 3.14.7.1slim
+
+The following packages are included in WinPython-64bit v3.14.7.1slim b2.
+
+
+### Tools
+
+Name | Version | Description
+-----|---------|------------
+[Pandoc](https://pandoc.org) | 3.1.9 | an universal document converter
+[Python](http://www.python.org/) | 3.14.7 | Python programming language with standard library
+
+
+### Python packages
+
+Name | Version | Description
+-----|---------|------------
+[absl-py](https://pypi.org/project/absl-py) | 2.5.0 | Abseil Python Common Libraries, see https://github.com/abseil/abseil-py.
+[adbc-driver-manager](https://pypi.org/project/adbc-driver-manager) | 1.12.0 | A generic entrypoint for ADBC drivers.
+[aiofile](https://pypi.org/project/aiofile) | 3.11.1 | Asynchronous file operations.
+[aiofiles](https://pypi.org/project/aiofiles) | 25.1.0 | File support for asyncio.
+[aiohappyeyeballs](https://pypi.org/project/aiohappyeyeballs) | 2.7.1 | Happy Eyeballs for asyncio
+[aiohttp](https://pypi.org/project/aiohttp) | 3.14.3 | Async http client/server framework (asyncio)
+[aiosignal](https://pypi.org/project/aiosignal) | 1.4.0 | aiosignal: a list of registered asynchronous callbacks
+[aiosqlite](https://pypi.org/project/aiosqlite) | 0.22.1 | asyncio bridge to the standard sqlite3 module
+[alabaster](https://pypi.org/project/alabaster) | 1.0.0 | A light, configurable Sphinx theme
+[alembic](https://pypi.org/project/alembic) | 1.18.5 | A database migration tool for SQLAlchemy.
+[altair](https://pypi.org/project/altair) | 6.2.2 | Vega-Altair: A declarative statistical visualization library for Python.
+[annotated-doc](https://pypi.org/project/annotated-doc) | 0.0.5 | Document parameters, class attributes, return types, and variables inline, with Annotated.
+[annotated-types](https://pypi.org/project/annotated-types) | 0.8.0 | Reusable constraint types to use with typing.Annotated
+[anthropic](https://pypi.org/project/anthropic) | 0.121.0 | The official Python library for the anthropic API
+[anyio](https://pypi.org/project/anyio) | 4.14.2 | High-level concurrency and networking framework on top of asyncio or Trio
+[anywidget](https://pypi.org/project/anywidget) | 0.11.0 | custom jupyter widgets made easy
+[appdirs](https://pypi.org/project/appdirs) | 1.4.4 | A small Python module for determining appropriate platform-specific dirs, e.g. a "user data dir".
+[argcomplete](https://pypi.org/project/argcomplete) | 3.7.2 | Bash tab completion for argparse
+[argon2-cffi](https://pypi.org/project/argon2-cffi) | 25.1.0 | Argon2 for Python
+[argon2-cffi-bindings](https://pypi.org/project/argon2-cffi-bindings) | 25.1.0 | Low-level CFFI bindings for Argon2
+[array-api-compat](https://pypi.org/project/array-api-compat) | 1.15.0 | A wrapper around NumPy and other array libraries to make them compatible with the Array API standard
+[arrow](https://pypi.org/project/arrow) | 1.4.0 | Better dates & times for Python
+[asgi-csrf](https://pypi.org/project/asgi-csrf) | 0.11 | ASGI middleware for protecting against CSRF attacks
+[asgiref](https://pypi.org/project/asgiref) | 3.12.1 | ASGI specs, helper code, and adapters
+[asn1crypto](https://pypi.org/project/asn1crypto) | 1.5.1 | Fast ASN.1 parser and serializer with definitions for private keys, public keys, certificates, CRL, OCSP, CMS, PKCS#3, PKCS#7, PKCS#8, PKCS#12,
+[ast-serialize](https://pypi.org/project/ast-serialize) | 0.8.0 | Python bindings for mypy AST serialization
+[asteval](https://pypi.org/project/asteval) | 1.0.9 | Safe, minimalistic evaluator of python expression using ast module
+[astroid](https://pypi.org/project/astroid) | 4.0.4 | An abstract syntax tree for Python with inference support.
+[asttokens](https://pypi.org/project/asttokens) | 3.0.2 | Annotate AST trees with source code positions
+[async-lru](https://pypi.org/project/async-lru) | 2.3.0 | Simple LRU cache for asyncio
+[asyncssh](https://pypi.org/project/asyncssh) | 2.24.0 | AsyncSSH: Asynchronous SSHv2 client and server library
+[attrs](https://pypi.org/project/attrs) | 26.1.0 | Classes Without Boilerplate
+[authlib](https://pypi.org/project/authlib) | 1.7.2 | The ultimate Python library in building OAuth and OpenID Connect servers and clients.
+[autopep8](https://pypi.org/project/autopep8) | 2.0.4 | A tool that automatically formats Python code to conform to the PEP 8 style guide
+[azure-core](https://pypi.org/project/azure-core) | 1.41.0 | Microsoft Azure Core Library for Python
+[azure-cosmos](https://pypi.org/project/azure-cosmos) | 4.16.1 | Microsoft Azure Cosmos Client Library for Python
+[azure-identity](https://pypi.org/project/azure-identity) | 1.25.3 | Microsoft Azure Identity Library for Python
+[babel](https://pypi.org/project/babel) | 2.18.0 | Internationalization utilities
+[baresql](https://pypi.org/project/baresql) | 1.0.0 | playing SQL directly on Python datas
+[bcrypt](https://pypi.org/project/bcrypt) | 5.0.0 | Modern password hashing for your software and your servers
+[beartype](https://pypi.org/project/beartype) | 0.22.9 | Unbearably fast near-real-time pure-Python runtime-static type-checker.
+[beautifulsoup4](https://pypi.org/project/beautifulsoup4) | 4.15.0 | Screen-scraping library
+[binaryornot](https://pypi.org/project/binaryornot) | 0.6.0 | Ultra-lightweight pure Python package to check if a file is binary or text.
+[black](https://pypi.org/project/black) | 26.5.1 | The uncompromising code formatter.
+[bleach](https://pypi.org/project/bleach) | 6.4.0 | An easy safelist-based HTML-sanitizing tool.
+[blinker](https://pypi.org/project/blinker) | 1.9.0 | Fast, simple object-to-object and broadcast signaling
+[bokeh](https://pypi.org/project/bokeh) | 3.9.1 | Interactive plots and applications in the browser from Python
+[branca](https://pypi.org/project/branca) | 0.8.2 | Generate complex HTML+JS pages with Python
+[brotli](https://pypi.org/project/brotli) | 1.2.0 | Python bindings for the Brotli compression library
+[build](https://pypi.org/project/build) | 1.5.0 | A simple, correct Python build frontend
+[cachetools](https://pypi.org/project/cachetools) | 7.1.4 | Extensible memoizing collections and decorators
+[caio](https://pypi.org/project/caio) | 0.9.25 | Asynchronous file IO for Linux MacOS or Windows.
+[cattrs](https://pypi.org/project/cattrs) | 26.1.0 | Composable complex class support for attrs and dataclasses.
+[certifi](https://pypi.org/project/certifi) | 2026.1.4 | Python package for providing Mozilla's CA Bundle.
+[cffi](https://pypi.org/project/cffi) | 2.1.1 | Foreign Function Interface for Python calling C code.
+[chardet](https://pypi.org/project/chardet) | 7.4.3 | Universal character encoding detector
+[charset-normalizer](https://pypi.org/project/charset-normalizer) | 3.4.7 | The Real First Universal Charset Detector. Open, modern and actively maintained alternative to Chardet.
+[clarabel](https://pypi.org/project/clarabel) | 0.11.1 | Clarabel Conic Interior Point Solver for Rust / Python
+[click](https://pypi.org/project/click) | 8.4.2 | Composable command line interface toolkit
+[click-default-group](https://pypi.org/project/click-default-group) | 1.2.4 | click_default_group
+[cloudpickle](https://pypi.org/project/cloudpickle) | 3.1.2 | Pickler class to extend the standard pickle.Pickler functionality
+[cohere](https://pypi.org/project/cohere) | 7.0.8 | 
+[colorama](https://pypi.org/project/colorama) | 0.4.6 | Cross-platform colored terminal text.
+[colorcet](https://pypi.org/project/colorcet) | 3.2.1 | Collection of perceptually uniform colormaps
+[colorlog](https://pypi.org/project/colorlog) | 6.12.0 | Add colours to the output of Python's logging module.
+[comm](https://pypi.org/project/comm) | 0.2.3 | Jupyter Python Comm implementation, for usage in ipykernel, xeus-python etc.
+[contourpy](https://pypi.org/project/contourpy) | 1.3.3 | Python library for calculating contours of 2D quadrilateral grids
+[cookiecutter](https://pypi.org/project/cookiecutter) | 2.7.1 | A command-line utility that creates projects from project templates, e.g.
+[cryptography](https://pypi.org/project/cryptography) | 50.0.0 | cryptography is a package which provides cryptographic recipes and primitives to Python developers.
+[cvxopt](https://pypi.org/project/cvxopt) | 1.3.3 | Convex optimization package
+[cvxpy](https://pypi.org/project/cvxpy) | 1.9.2 | A domain-specific language for modeling convex optimization problems in Python.
+[cycler](https://pypi.org/project/cycler) | 0.12.1 | Composable style cycles
+[cython](https://pypi.org/project/cython) | 3.2.9 | The Cython compiler for writing C extensions in the Python language.
+[cytoolz](https://pypi.org/project/cytoolz) | 1.1.0 | Cython implementation of Toolz: High performance functional utilities
+[dask](https://pypi.org/project/dask) | 2026.7.1 | Parallel PyData with Task Scheduling
+[datasette](https://pypi.org/project/datasette) | 0.65.5 | An open source multi-tool for exploring and publishing data
+[datasette-graphql](https://pypi.org/project/datasette-graphql) | 2.2 | Datasette plugin providing an automatic GraphQL API for your SQLite databases
+[datashader](https://pypi.org/project/datashader) | 0.19.1 | Data visualization toolchain based on aggregating into a grid
+[deap](https://pypi.org/project/deap) | 1.4.4 | Distributed Evolutionary Algorithms in Python
+[debugpy](https://pypi.org/project/debugpy) | 1.8.21 | An implementation of the Debug Adapter Protocol for Python
+[decorator](https://pypi.org/project/decorator) | 5.3.1 | Decorators for Humans
+[defusedxml](https://pypi.org/project/defusedxml) | 0.7.1 | XML bomb protection for Python stdlib modules
+[diff-match-patch](https://pypi.org/project/diff-match-patch) | 20241021 | Repackaging of Google's Diff Match and Patch libraries.
+[dill](https://pypi.org/project/dill) | 0.4.1 | serialize all of Python
+[distro](https://pypi.org/project/distro) | 1.9.0 | Distro - an OS platform information API
+[dnspython](https://pypi.org/project/dnspython) | 2.8.0 | DNS toolkit
+[docstring-parser](https://pypi.org/project/docstring-parser) | 0.18.0 | Parse Python docstrings in reST, Google and Numpydoc format
+[docstring-to-markdown](https://pypi.org/project/docstring-to-markdown) | 0.17 | On the fly conversion of Python docstrings to markdown
+[docutils](https://pypi.org/project/docutils) | 0.22.4 | Docutils -- Python Documentation Utilities
+[duckdb](https://pypi.org/project/duckdb) | 1.5.5 | DuckDB in-process database
+[email-validator](https://pypi.org/project/email-validator) | 2.3.0 | A robust email address syntax and deliverability validation library.
+[entrypoints](https://pypi.org/project/entrypoints) | 0.4 | Discover and load entry points from installed packages.
+[et-xmlfile](https://pypi.org/project/et-xmlfile) | 2.0.0 | An implementation of lxml.xmlfile for the standard library
+[exceptiongroup](https://pypi.org/project/exceptiongroup) | 1.3.1 | Backport of PEP 654 (exception groups)
+[executing](https://pypi.org/project/executing) | 2.2.1 | Get the currently executing AST node of a frame, and other information
+[faker](https://pypi.org/project/faker) | 40.28.1 | Faker is a Python package that generates fake data for you.
+[fasta2a](https://pypi.org/project/fasta2a) | 0.6.1 | Convert an AI Agent into a A2A server! ✨
+[fastapi](https://pypi.org/project/fastapi) | 0.141.1 | FastAPI framework, high performance, easy to learn, fast to code, ready for production
+[fastavro](https://pypi.org/project/fastavro) | 1.12.2 | Fast read/write of AVRO files
+[fastjsonschema](https://pypi.org/project/fastjsonschema) | 2.21.2 | Fastest Python implementation of JSON schema
+[fastmcp-slim](https://pypi.org/project/fastmcp-slim) | 3.4.7 | The dependency-slim FastMCP package.
+[filelock](https://pypi.org/project/filelock) | 3.32.2 | A platform independent file lock.
+[flake8](https://pypi.org/project/flake8) | 7.1.1 | the modular source code checker: pep8 pyflakes and co
+[flask](https://pypi.org/project/flask) | 3.1.3 | A simple framework for building complex web applications.
+[flatbuffers](https://pypi.org/project/flatbuffers) | 25.12.19 | The FlatBuffers serialization format for Python
+[flexcache](https://pypi.org/project/flexcache) | 0.3 | Saves and loads to the cache a transformed versions of a source object.
+[flexparser](https://pypi.org/project/flexparser) | 0.4 | Parsing made fun ... using typing.
+[flit](https://pypi.org/project/flit) | 3.12.0 | A simple packaging tool for simple packages.
+[flit-core](https://pypi.org/project/flit-core) | 4.0.2 | Distribution-building parts of Flit. See flit package for more information
+[folium](https://pypi.org/project/folium) | 0.20.0 | Make beautiful maps with Leaflet.js & Python
+[fonttools](https://pypi.org/project/fonttools) | 4.63.0 | Tools to manipulate font files
+[foundry-local-sdk](https://pypi.org/project/foundry-local-sdk) | 0.5.1 | Foundry Local Manager Python SDK: Control-plane SDK for Foundry Local.
+[fqdn](https://pypi.org/project/fqdn) | 1.5.1 | Validates fully-qualified domain names against RFC 1123, so that they are acceptable to modern bowsers
+[frozenlist](https://pypi.org/project/frozenlist) | 1.8.0 | A list-like structure which implements collections.abc.MutableSequence
+[fsspec](https://pypi.org/project/fsspec) | 2026.7.0 | File-system specification
+[fuzzywuzzy](https://pypi.org/project/fuzzywuzzy) | 0.18.0 | Fuzzy string matching in python
+[genai-prices](https://pypi.org/project/genai-prices) | 0.0.60 | Calculate prices for calling LLM inference APIs.
+[geographiclib](https://pypi.org/project/geographiclib) | 2.1 | The geodesic routines from GeographicLib
+[geopy](https://pypi.org/project/geopy) | 2.4.1 | Python Geocoding Toolbox
+[gitdb](https://pypi.org/project/gitdb) | 4.0.12 | Git Object Database
+[gitpython](https://pypi.org/project/gitpython) | 3.1.62 | GitPython is a Python library used to interact with Git repositories
+[google-auth](https://pypi.org/project/google-auth) | 2.56.3 | Google Authentication Library
+[google-genai](https://pypi.org/project/google-genai) | 2.18.0 | GenAI Python SDK
+[graphene](https://pypi.org/project/graphene) | 3.4.3 | GraphQL Framework for Python
+[graphql-core](https://pypi.org/project/graphql-core) | 3.2.11 | GraphQL implementation for Python, a port of GraphQL.js, the JavaScript reference implementation for GraphQL.
+[graphql-relay](https://pypi.org/project/graphql-relay) | 3.2.0 | Relay library for graphql-core
+[greenlet](https://pypi.org/project/greenlet) | 3.5.5 | Lightweight in-process concurrent programming
+[griffelib](https://pypi.org/project/griffelib) | 2.1.0 | Signatures for entire Python programs.
+[groq](https://pypi.org/project/groq) | 1.6.0 | The official Python library for the groq API
+[guidata](https://pypi.org/project/guidata) | 3.15.1 | Automatic GUI generation for easy dataset editing and display
+[h11](https://pypi.org/project/h11) | 0.16.0 | A pure-Python, bring-your-own-I/O implementation of HTTP/1.1
+[h2](https://pypi.org/project/h2) | 4.4.1 | Pure-Python HTTP/2 protocol implementation
+[h5py](https://pypi.org/project/h5py) | 3.16.0 | Read and write HDF5 files from Python
+[hatchling](https://pypi.org/project/hatchling) | 1.32.0 | Modern, extensible Python build backend
+[hf-xet](https://pypi.org/project/hf-xet) | 1.6.0 | Fast transfer of large files with the Hugging Face Hub.
+[highspy](https://pypi.org/project/highspy) | 1.15.1 | A thin set of pybind11 wrappers to HiGHS
+[holoviews](https://pypi.org/project/holoviews) | 1.23.1 | A high-level plotting API for the PyData ecosystem built on HoloViews.
+[hpack](https://pypi.org/project/hpack) | 4.2.0 | Pure-Python HPACK header encoding
+[html5lib](https://pypi.org/project/html5lib) | 1.1 | HTML parser based on the WHATWG HTML specification
+[httpcore](https://pypi.org/project/httpcore) | 1.0.9 | A minimal low-level HTTP client.
+[httpcore2](https://pypi.org/project/httpcore2) | 2.13.0 | A minimal low-level HTTP client.
+[httptools](https://pypi.org/project/httptools) | 0.8.0 | A collection of framework independent HTTP protocol utils.
+[httpx](https://pypi.org/project/httpx) | 0.28.1 | The next generation HTTP client.
+[httpx-sse](https://pypi.org/project/httpx-sse) | 0.4.3 | Consume Server-Sent Event (SSE) messages with HTTPX.
+[httpx2](https://pypi.org/project/httpx2) | 2.13.0 | The next generation HTTP client.
+[huggingface-hub](https://pypi.org/project/huggingface-hub) | 1.27.0 | Client library to download and publish models, datasets and other repos on the huggingface.co hub
+[hupper](https://pypi.org/project/hupper) | 1.12.1 | Integrated process monitor for developing and reloading daemons.
+[hvplot](https://pypi.org/project/hvplot) | 0.12.2 | A high-level plotting API for the PyData ecosystem built on HoloViews.
+[hypercorn](https://pypi.org/project/hypercorn) | 0.18.0 | A ASGI Server based on Hyper libraries and inspired by Gunicorn
+[hyperframe](https://pypi.org/project/hyperframe) | 6.1.0 | Pure-Python HTTP/2 framing
+[hypothesis](https://pypi.org/project/hypothesis) | 6.155.2 | The property-based testing library for Python
+[id](https://pypi.org/project/id) | 1.6.1 | A tool for generating OIDC identities
+[idna](https://pypi.org/project/idna) | 3.18 | Internationalized Domain Names in Applications (IDNA)
+[imageio](https://pypi.org/project/imageio) | 2.37.4 | Read and write images and video across all major formats. Supports scientific and volumetric data.
+[imagesize](https://pypi.org/project/imagesize) | 1.4.1 | Getting image size from png/jpeg/jpeg2000/gif file
+[imbalanced-learn](https://pypi.org/project/imbalanced-learn) | 0.14.2 | Toolbox for imbalanced dataset in machine learning
+[importlib-metadata](https://pypi.org/project/importlib-metadata) | 8.7.1 | Read metadata from Python packages
+[inflection](https://pypi.org/project/inflection) | 0.5.1 | A port of Ruby on Rails inflector to Python
+[iniconfig](https://pypi.org/project/iniconfig) | 2.3.0 | brain-dead simple config-ini parsing
+[intervaltree](https://pypi.org/project/intervaltree) | 3.2.1 | Editable interval tree data structure for Python 2 and 3
+[ipycanvas](https://pypi.org/project/ipycanvas) | 0.14.3 | Interactive widgets library exposing the browser's Canvas API
+[ipykernel](https://pypi.org/project/ipykernel) | 6.31.0 | IPython Kernel for Jupyter
+[ipyleaflet](https://pypi.org/project/ipyleaflet) | 0.20.0 | A Jupyter widget for dynamic Leaflet maps
+[ipympl](https://pypi.org/project/ipympl) | 0.10.0 | Matplotlib Jupyter Extension
+[ipython](https://pypi.org/project/ipython) | 9.15.0 | IPython: Productive Interactive Computing
+[ipython-genutils](https://pypi.org/project/ipython-genutils) | 0.2.0 | Vestigial utilities from IPython
+[ipython-pygments-lexers](https://pypi.org/project/ipython-pygments-lexers) | 1.1.1 | Defines a variety of Pygments lexers for highlighting IPython code.
+[ipython-sql](https://pypi.org/project/ipython-sql) | 0.5.0 | RDBMS access via IPython
+[ipywidgets](https://pypi.org/project/ipywidgets) | 8.1.8 | Jupyter interactive widgets
+[isoduration](https://pypi.org/project/isoduration) | 20.11.0 | Operations with ISO 8601 durations
+[isort](https://pypi.org/project/isort) | 8.0.1 | A Python utility / library to sort Python imports.
+[itsdangerous](https://pypi.org/project/itsdangerous) | 2.2.0 | Safely pass data to untrusted environments and back.
+[janus](https://pypi.org/project/janus) | 2.0.0 | Mixed sync-async queue to interoperate between asyncio tasks and classic threads
+[jaraco-classes](https://pypi.org/project/jaraco-classes) | 3.4.0 | Utility functions for Python class constructs
+[jaraco-context](https://pypi.org/project/jaraco-context) | 6.1.2 | Useful decorators and context managers
+[jaraco-functools](https://pypi.org/project/jaraco-functools) | 4.6.0 | Functools like those found in stdlib
+[jedi](https://pypi.org/project/jedi) | 0.20.0 | An autocompletion tool for Python that can be used for text editors.
+[jellyfish](https://pypi.org/project/jellyfish) | 1.2.1 | 
+[jinja2](https://pypi.org/project/jinja2) | 3.1.6 | A very fast and expressive template engine.
+[jiter](https://pypi.org/project/jiter) | 0.16.0 | Fast iterable JSON parser.
+[joblib](https://pypi.org/project/joblib) | 1.5.3 | Lightweight pipelining with Python functions
+[joserfc](https://pypi.org/project/joserfc) | 1.7.4 | The ultimate Python library for JOSE RFCs, including JWS, JWE, JWK, JWA, JWT
+[json5](https://pypi.org/project/json5) | 0.15.0 | A Python implementation of the JSON5 data format.
+[jsonpatch](https://pypi.org/project/jsonpatch) | 1.33 | Apply JSON-Patches (RFC 6902)
+[jsonpointer](https://pypi.org/project/jsonpointer) | 3.1.1 | Identify specific nodes in a JSON document (RFC 6901)
+[jsonschema](https://pypi.org/project/jsonschema) | 4.26.0 | An implementation of JSON Schema validation for Python
+[jsonschema-specifications](https://pypi.org/project/jsonschema-specifications) | 2025.9.1 | The JSON Schema meta-schemas and vocabularies, exposed as a Registry
+[julia](https://pypi.org/project/julia) | 0.6.2 | Julia/Python bridge with IPython support.
+[jupyter](https://pypi.org/project/jupyter) | 1.1.1 | Jupyter metapackage. Install all the Jupyter components in one go.
+[jupyter-bokeh](https://pypi.org/project/jupyter-bokeh) | 4.1.0 | A Jupyter extension for rendering Bokeh content.
+[jupyter-builder](https://pypi.org/project/jupyter-builder) | 1.2.2 | JupyterLab build tools
+[jupyter-client](https://pypi.org/project/jupyter-client) | 8.8.0 | Jupyter protocol implementation and client libraries
+[jupyter-console](https://pypi.org/project/jupyter-console) | 6.6.3 | Jupyter terminal console
+[jupyter-core](https://pypi.org/project/jupyter-core) | 5.9.1 | Jupyter core package. A base package on which Jupyter projects rely.
+[jupyter-events](https://pypi.org/project/jupyter-events) | 0.12.1 | Jupyter Event System library
+[jupyter-leaflet](https://pypi.org/project/jupyter-leaflet) | 0.20.0 | ipyleaflet extensions for JupyterLab and Jupyter Notebook
+[jupyter-lsp](https://pypi.org/project/jupyter-lsp) | 2.3.1 | Multi-Language Server WebSocket proxy for Jupyter Notebook/Lab server
+[jupyter-server](https://pypi.org/project/jupyter-server) | 2.21.1 | The backend—i.e. core services, APIs, and REST endpoints—to Jupyter web applications.
+[jupyter-server-terminals](https://pypi.org/project/jupyter-server-terminals) | 0.5.4 | A Jupyter Server Extension Providing Terminals.
+[jupyterlab](https://pypi.org/project/jupyterlab) | 4.6.3 | JupyterLab computational environment
+[jupyterlab-pygments](https://pypi.org/project/jupyterlab-pygments) | 0.3.0 | Pygments theme using JupyterLab CSS variables
+[jupyterlab-server](https://pypi.org/project/jupyterlab-server) | 2.28.0 | A set of server components for JupyterLab and JupyterLab like applications.
+[jupyterlab-widgets](https://pypi.org/project/jupyterlab-widgets) | 3.0.16 | Jupyter interactive widgets for JupyterLab
+[keras](https://pypi.org/project/keras) | 3.15.1 | Multi-backend Keras
+[keyring](https://pypi.org/project/keyring) | 25.7.0 | Store and access your passwords safely.
+[kiwisolver](https://pypi.org/project/kiwisolver) | 1.5.0 | A fast implementation of the Cassowary constraint solver
+[langchain](https://pypi.org/project/langchain) | 1.3.15 | Building applications with LLMs through composability
+[langchain-core](https://pypi.org/project/langchain-core) | 1.5.5 | Building applications with LLMs through composability
+[langchain-protocol](https://pypi.org/project/langchain-protocol) | 0.0.18 | Python bindings for the LangChain agent streaming protocol
+[langgraph](https://pypi.org/project/langgraph) | 1.2.11 | Building stateful, multi-actor applications with LLMs
+[langgraph-checkpoint](https://pypi.org/project/langgraph-checkpoint) | 4.1.1 | Library with base interfaces for LangGraph checkpoint savers.
+[langgraph-prebuilt](https://pypi.org/project/langgraph-prebuilt) | 1.1.0 | Library with high-level APIs for creating and executing LangGraph agents and tools.
+[langgraph-sdk](https://pypi.org/project/langgraph-sdk) | 0.4.2 | SDK for interacting with LangGraph API
+[langsmith](https://pypi.org/project/langsmith) | 0.11.0 | Client library to connect to the LangSmith Observability and Evaluation Platform.
+[lark](https://pypi.org/project/lark) | 1.3.1 | a modern parsing library
+[lazy-loader](https://pypi.org/project/lazy-loader) | 0.5 | Makes it easy to load subpackages and functions on demand.
+[librt](https://pypi.org/project/librt) | 0.15.0 | Mypyc runtime library
+[linkify-it-py](https://pypi.org/project/linkify-it-py) | 2.0.3 | Links recognition library with FULL unicode support.
+[llvmlite](https://pypi.org/project/llvmlite) | 0.49.0 | lightweight wrapper around basic LLVM functionality
+[lmfit](https://pypi.org/project/lmfit) | 1.3.4 | Least-Squares Minimization with Bounds and Constraints
+[locket](https://pypi.org/project/locket) | 1.0.0 | File-based locks for Python on Linux and Windows
+[logfire-api](https://pypi.org/project/logfire-api) | 4.33.0 | Shim for the Logfire SDK which does nothing unless Logfire is installed
+[lsprotocol](https://pypi.org/project/lsprotocol) | 2025.0.0 | Python types for Language Server Protocol.
+[lxml](https://pypi.org/project/lxml) | 6.1.0 | Powerful and Pythonic XML processing library combining libxml2/libxslt with the ElementTree API.
+[magika](https://pypi.org/project/magika) | 0.6.2 | A tool to determine the content type of a file with deep learning
+[mako](https://pypi.org/project/mako) | 1.3.12 | A super-fast templating language that borrows the best ideas from the existing templating languages.
+[markdown](https://pypi.org/project/markdown) | 3.10.2 | Python implementation of John Gruber's Markdown.
+[markdown-it-py](https://pypi.org/project/markdown-it-py) | 4.2.0 | Python port of markdown-it. Markdown parsing, done right!
+[markdownify](https://pypi.org/project/markdownify) | 1.2.2 | Convert HTML to markdown.
+[markitdown](https://pypi.org/project/markitdown) | 0.1.7 | Utility tool for converting various files to Markdown
+[markupsafe](https://pypi.org/project/markupsafe) | 3.0.3 | Safely add untrusted strings to HTML/XML markup.
+[matplotlib](https://pypi.org/project/matplotlib) | 3.11.1 | Python plotting package
+[matplotlib-inline](https://pypi.org/project/matplotlib-inline) | 0.2.2 | Inline Matplotlib backend for Jupyter
+[maturin](https://pypi.org/project/maturin) | 1.14.1 | Build and publish crates with pyo3, cffi and uniffi bindings as well as rust binaries as python packages
+[mccabe](https://pypi.org/project/mccabe) | 0.7.0 | McCabe checker, plugin for flake8
+[mcp](https://pypi.org/project/mcp) | 1.29.0 | Model Context Protocol SDK
+[mdit-py-plugins](https://pypi.org/project/mdit-py-plugins) | 0.6.1 | Collection of plugins for markdown-it-py
+[mdurl](https://pypi.org/project/mdurl) | 0.1.2 | Markdown URL utilities
+[mercantile](https://pypi.org/project/mercantile) | 1.2.1 | Web mercator XYZ tile utilities
+[mergedeep](https://pypi.org/project/mergedeep) | 1.3.4 | A deep merge function for 🐍.
+[missingno](https://pypi.org/project/missingno) | 0.5.2 | Missing data visualization module for Python.
+[mistune](https://pypi.org/project/mistune) | 3.3.4 | A sane and fast Markdown parser with useful plugins and renderers
+[mizani](https://pypi.org/project/mizani) | 0.14.4 | Scales for Python
+[ml-dtypes](https://pypi.org/project/ml-dtypes) | 0.5.4 | ml_dtypes is a stand-alone implementation of several NumPy dtype extensions used in machine learning.
+[mlxtend](https://pypi.org/project/mlxtend) | 0.25.0 | Machine Learning Library Extensions
+[moocore](https://pypi.org/project/moocore) | 0.3.2 | Core Algorithms for Multi-Objective Optimization
+[more-itertools](https://pypi.org/project/more-itertools) | 11.1.0 | More routines for operating on iterables, beyond itertools
+[mpld3](https://pypi.org/project/mpld3) | 0.5.12 | D3 Viewer for Matplotlib
+[mpmath](https://pypi.org/project/mpmath) | 1.3.0 | Python library for arbitrary-precision floating-point arithmetic
+[msal](https://pypi.org/project/msal) | 1.37.0 | The Microsoft Authentication Library (MSAL) for Python library enables your app to access the Microsoft Cloud by supporting authentication of us
+[msal-extensions](https://pypi.org/project/msal-extensions) | 1.3.1 | Microsoft Authentication Library extensions (MSAL EX) provides a persistence API that can save your data on disk, encrypted on Windows, macOS an
+[mssql-python](https://pypi.org/project/mssql-python) | 1.13.0 | A Python library for interacting with Microsoft SQL Server
+[mssql-python-odbc](https://pypi.org/project/mssql-python-odbc) | 18.6.2.1 | Internal implementation package for mssql-python: Microsoft ODBC Driver 18 for SQL Server binaries. Not intended for direct use.
+[multidict](https://pypi.org/project/multidict) | 6.7.1 | multidict implementation
+[multipledispatch](https://pypi.org/project/multipledispatch) | 1.0.0 | Multiple dispatch
+[mypy](https://pypi.org/project/mypy) | 2.3.0 | Optional static typing for Python
+[mypy-extensions](https://pypi.org/project/mypy-extensions) | 1.1.0 | Type system extensions for programs checked with the mypy type checker.
+[mysql-connector-python](https://pypi.org/project/mysql-connector-python) | 26.7.0 | A self-contained Python driver for communicating with MySQL servers, using an API that is compliant with the Python Database API Specification v
+[namex](https://pypi.org/project/namex) | 0.1.0 | A simple utility to separate the implementation of your Python package and its public API surface.
+[narwhals](https://pypi.org/project/narwhals) | 2.24.0 | Extremely lightweight compatibility layer between dataframe libraries
+[nbclient](https://pypi.org/project/nbclient) | 0.11.0 | A client library for executing notebooks. Formerly nbconvert's ExecutePreprocessor.
+[nbconvert](https://pypi.org/project/nbconvert) | 7.17.1 | Convert Jupyter Notebooks (.ipynb files) to other formats.
+[nbformat](https://pypi.org/project/nbformat) | 5.10.4 | The Jupyter Notebook format
+[nest-asyncio](https://pypi.org/project/nest-asyncio) | 1.6.0 | Patch asyncio to allow nested event loops
+[networkx](https://pypi.org/project/networkx) | 3.6.1 | Python package for creating and manipulating graphs and networks
+[nh3](https://pypi.org/project/nh3) | 0.3.3 | Python binding to Ammonia HTML sanitizer Rust crate
+[nltk](https://pypi.org/project/nltk) | 3.10.3 | Natural Language Toolkit
+[notebook](https://pypi.org/project/notebook) | 7.6.2 | Jupyter Notebook - A web-based notebook environment for interactive computing
+[notebook-shim](https://pypi.org/project/notebook-shim) | 0.2.4 | A shim layer for notebook traits and config
+[numba](https://pypi.org/project/numba) | 0.67.0 | compiling Python code using LLVM
+[numpy](https://pypi.org/project/numpy) | 2.5.2 | Fundamental package for array computing in Python
+[numpydoc](https://pypi.org/project/numpydoc) | 1.10.0 | Sphinx extension to support docstrings in Numpy format
+[onnxruntime](https://pypi.org/project/onnxruntime) | 1.28.0 | ONNX Runtime is a runtime accelerator for Machine Learning models
+[onnxruntime-genai](https://pypi.org/project/onnxruntime-genai) | 0.15.2 | ONNX Runtime GenAI
+[openai](https://pypi.org/project/openai) | 3.1.0 | The official Python library for the openai API
+[opencv-python](https://pypi.org/project/opencv-python) | 5.0.0.93 | Wrapper package for OpenCV python bindings.
+[openpyxl](https://pypi.org/project/openpyxl) | 3.1.5 | A Python library to read/write Excel 2010 xlsx/xlsm files
+[opentelemetry-api](https://pypi.org/project/opentelemetry-api) | 1.41.1 | OpenTelemetry Python API
+[optree](https://pypi.org/project/optree) | 0.19.0 | Optimized PyTree Utilities.
+[optuna](https://pypi.org/project/optuna) | 4.9.0 | A hyperparameter optimization framework
+[orjson](https://pypi.org/project/orjson) | 3.11.8 | Fast, correct Python JSON library supporting dataclasses, datetimes, and numpy
+[ormsgpack](https://pypi.org/project/ormsgpack) | 1.12.2 | Fast, correct Python msgpack library supporting dataclasses, datetimes, and numpy
+[osqp](https://pypi.org/project/osqp) | 1.1.3 | OSQP: The Operator Splitting QP Solver
+[outcome](https://pypi.org/project/outcome) | 1.3.0.post0 | Capture the outcome of Python function calls.
+[packaging](https://pypi.org/project/packaging) | 26.2 | Core utilities for Python packages
+[pandas](https://pypi.org/project/pandas) | 3.0.5 | Powerful data structures for data analysis, time series, and statistics
+[pandocfilters](https://pypi.org/project/pandocfilters) | 1.5.1 | Utilities for writing pandoc filters in python
+[panel](https://pypi.org/project/panel) | 1.9.3 | The powerful data exploration & web app framework for Python.
+[panel-material-ui](https://pypi.org/project/panel-material-ui) | 0.14.2 | An extension to bring MaterialUI components to Panel.
+[papermill](https://pypi.org/project/papermill) | 2.7.0 | Parameterize and run Jupyter and nteract Notebooks
+[param](https://pypi.org/project/param) | 2.4.1 | Declarative parameters for robust Python classes and a rich API for reactive programming
+[parso](https://pypi.org/project/parso) | 0.8.7 | A Python Parser
+[partd](https://pypi.org/project/partd) | 1.4.2 | Appendable key-value storage
+[pathspec](https://pypi.org/project/pathspec) | 1.1.1 | Utility library for gitignore style pattern matching of file paths.
+[patsy](https://pypi.org/project/patsy) | 1.0.2 | A Python package for describing statistical models and for building design matrices.
+[pep8](https://pypi.org/project/pep8) | 1.7.1 | Python style guide checker
+[pexpect](https://pypi.org/project/pexpect) | 4.9.0 | Pexpect allows easy control of interactive console applications.
+[pg8000](https://pypi.org/project/pg8000) | 1.31.5 | PostgreSQL interface library
+[pickleshare](https://pypi.org/project/pickleshare) | 0.7.5 | Tiny 'shelve'-like database with concurrency support
+[pillow](https://pypi.org/project/pillow) | 12.3.0 | Python Imaging Library (fork)
+[pip](https://pypi.org/project/pip) | 26.2.1 | The PyPA recommended tool for installing Python packages.
+[pipdeptree](https://pypi.org/project/pipdeptree) | 3.1.0 | Command line utility to show dependency tree of packages.
+[platformdirs](https://pypi.org/project/platformdirs) | 4.11.3 | A small Python package for determining appropriate platform-specific dirs, e.g. a `user data dir`.
+[plotly](https://pypi.org/project/plotly) | 6.9.0 | An open-source interactive data visualization library for Python
+[plotnine](https://pypi.org/project/plotnine) | 0.15.8 | A Grammar of Graphics for Python
+[plotpy](https://pypi.org/project/plotpy) | 2.11.0 | Curve and image plotting tools for Python/Qt applications
+[pluggy](https://pypi.org/project/pluggy) | 1.6.0 | plugin and hook calling mechanisms for python
+[polars](https://pypi.org/project/polars) | 1.43.2 | Blazingly fast DataFrame library
+[polars-runtime-32](https://pypi.org/project/polars-runtime-32) | 1.43.2 | Blazingly fast DataFrame library
+[prettytable](https://pypi.org/project/prettytable) | 3.18.0 | A simple Python library for easily displaying tabular data in a visually appealing ASCII table format
+[prince](https://pypi.org/project/prince) | 0.19.0 | Factor analysis in Python: PCA, CA, MCA, MFA, FAMD, GPA, PGA
+[priority](https://pypi.org/project/priority) | 2.0.0 | A pure-Python implementation of the HTTP/2 priority tree
+[prometheus-client](https://pypi.org/project/prometheus-client) | 0.26.0 | Python client for the Prometheus monitoring system.
+[prompt-toolkit](https://pypi.org/project/prompt-toolkit) | 3.0.52 | Library for building powerful interactive command lines in Python
+[propcache](https://pypi.org/project/propcache) | 0.5.2 | Accelerated property cache
+[protobuf](https://pypi.org/project/protobuf) | 7.35.1 | 
+[psutil](https://pypi.org/project/psutil) | 7.2.2 | Cross-platform lib for process and system monitoring.
+[psycopg2](https://pypi.org/project/psycopg2) | 2.9.12 | psycopg2 - Python-PostgreSQL Database Adapter
+[psygnal](https://pypi.org/project/psygnal) | 0.16.1 | Fast python callback/event system modeled after Qt Signals
+[ptpython](https://pypi.org/project/ptpython) | 3.0.32 | Python REPL build on top of prompt_toolkit
+[ptyprocess](https://pypi.org/project/ptyprocess) | 0.7.0 | Run a subprocess in a pseudo terminal
+[pure-eval](https://pypi.org/project/pure-eval) | 0.2.3 | Safely evaluate AST nodes without side effects
+[py-key-value-aio](https://pypi.org/project/py-key-value-aio) | 0.4.5 | Async Key-Value Store - A pluggable interface for KV Stores
+[pyarrow](https://pypi.org/project/pyarrow) | 24.0.0 | Python library for Apache Arrow
+[pyasn1](https://pypi.org/project/pyasn1) | 0.6.4 | Pure-Python implementation of ASN.1 types and DER/BER/CER codecs (X.208)
+[pyasn1-modules](https://pypi.org/project/pyasn1-modules) | 0.4.2 | A collection of ASN.1-based protocols modules
+[pybind11](https://pypi.org/project/pybind11) | 3.1.0 | Seamless operability between C++11 and Python
+[pycodestyle](https://pypi.org/project/pycodestyle) | 2.12.1 | Python style guide checker
+[pycparser](https://pypi.org/project/pycparser) | 3.0 | C parser in Python
+[pyct](https://pypi.org/project/pyct) | 0.6.0 | Python package common tasks for users (e.g. copy examples, fetch data, ...)
+[pydantic](https://pypi.org/project/pydantic) | 2.13.4 | Data validation using Python type hints
+[pydantic-ai-slim](https://pypi.org/project/pydantic-ai-slim) | 1.106.0 | Agent Framework / shim to use Pydantic with LLMs, slim package
+[pydantic-core](https://pypi.org/project/pydantic-core) | 2.46.4 | Core functionality for Pydantic validation and serialization
+[pydantic-evals](https://pypi.org/project/pydantic-evals) | 1.106.0 | Framework for evaluating stochastic code execution, especially code making use of LLMs
+[pydantic-graph](https://pypi.org/project/pydantic-graph) | 1.106.0 | Graph and state machine library
+[pydantic-settings](https://pypi.org/project/pydantic-settings) | 2.15.0 | Settings management using Pydantic
+[pydeck](https://pypi.org/project/pydeck) | 0.9.3 | Widget for deck.gl maps
+[pydocstyle](https://pypi.org/project/pydocstyle) | 6.3.0 | Python docstring style checker
+[pydot](https://pypi.org/project/pydot) | 4.0.1 | Python interface to Graphviz's Dot
+[pyflakes](https://pypi.org/project/pyflakes) | 3.2.0 | passive checker of Python programs
+[pygithub](https://pypi.org/project/pygithub) | 2.8.1 | Use the full Github API v3
+[pygments](https://pypi.org/project/pygments) | 2.20.0 | Pygments is a syntax highlighting package written in Python.
+[pyjwt](https://pypi.org/project/pyjwt) | 2.13.0 | JSON Web Token implementation in Python
+[pylint](https://pypi.org/project/pylint) | 4.0.6 | python code static checker
+[pylint-venv](https://pypi.org/project/pylint-venv) | 3.0.4 | pylint-venv provides a Pylint init-hook to use the same Pylint installation with different virtual environments.
+[pyls-spyder](https://pypi.org/project/pyls-spyder) | 0.4.0 | Spyder extensions for the python-lsp-server
+[pympler](https://pypi.org/project/pympler) | 1.1 | A development tool to measure, monitor and analyze the memory behavior of Python objects.
+[pynacl](https://pypi.org/project/pynacl) | 1.6.2 | Python binding to the Networking and Cryptography (NaCl) library
+[pynndescent](https://pypi.org/project/pynndescent) | 0.6.0 | Nearest Neighbor Descent
+[pyodbc](https://pypi.org/project/pyodbc) | 5.3.0 | DB API module for ODBC
+[pyomo](https://pypi.org/project/pyomo) | 6.10.1 | The Pyomo optimization modeling framework
+[pypandoc](https://pypi.org/project/pypandoc) | 1.15 | Thin wrapper for pandoc.
+[pyparsing](https://pypi.org/project/pyparsing) | 3.3.2 | pyparsing - Classes and methods to define and execute parsing grammars
+[pypdf](https://pypi.org/project/pypdf) | 6.16.2 | A pure-python PDF library capable of splitting, merging, cropping, and transforming PDF files
+[pyperclip](https://pypi.org/project/pyperclip) | 1.11.0 | A cross-platform clipboard module for Python. (Only handles plain text for now.)
+[pyproject-hooks](https://pypi.org/project/pyproject-hooks) | 1.2.0 | Wrappers to call pyproject.toml-based build backend hooks.
+[pyqt5](https://pypi.org/project/pyqt5) | 5.15.11 | Python bindings for the Qt cross platform application toolkit
+[pyqt5-qt5](https://pypi.org/project/pyqt5-qt5) | 5.15.2 | The subset of a Qt installation needed by PyQt5.
+[pyqt5-sip](https://pypi.org/project/pyqt5-sip) | 12.17.1 | The sip module support for PyQt5
+[pyqtgraph](https://pypi.org/project/pyqtgraph) | 0.14.0 | Scientific Graphics and GUI Library for Python
+[pyqtwebengine](https://pypi.org/project/pyqtwebengine) | 5.15.7 | Python bindings for the Qt WebEngine framework
+[pyqtwebengine-qt5](https://pypi.org/project/pyqtwebengine-qt5) | 5.15.2 | The subset of a Qt installation needed by PyQtWebEngine.
+[pyserial](https://pypi.org/project/pyserial) | 3.5 | Python Serial Port Extension
+[pysocks](https://pypi.org/project/pysocks) | 1.7.1 | A Python SOCKS client module. See https://github.com/Anorov/PySocks for more information.
+[pyspnego](https://pypi.org/project/pyspnego) | 0.12.0 | Windows Negotiate Authentication Client and Server
+[pytest](https://pypi.org/project/pytest) | 9.0.3 | pytest: simple powerful testing with Python
+[python-barcode](https://pypi.org/project/python-barcode) | 0.16.1 | Create standard barcodes with Python. No external modules needed. (optional Pillow support included).
+[python-dateutil](https://pypi.org/project/python-dateutil) | 2.9.0.post0 | Extensions to the standard Python datetime module
+[python-dotenv](https://pypi.org/project/python-dotenv) | 1.2.2 | Read key-value pairs from a .env file and set them as environment variables
+[python-json-logger](https://pypi.org/project/python-json-logger) | 4.1.0 | JSON Log Formatter for the Python Logging Package
+[python-lsp-black](https://pypi.org/project/python-lsp-black) | 2.0.0 | Black plugin for the Python LSP Server
+[python-lsp-jsonrpc](https://pypi.org/project/python-lsp-jsonrpc) | 1.1.2 | JSON RPC 2.0 server library
+[python-lsp-ruff](https://pypi.org/project/python-lsp-ruff) | 2.3.0 | Ruff linting plugin for pylsp
+[python-lsp-server](https://pypi.org/project/python-lsp-server) | 1.15.0 | Python Language Server for the Language Server Protocol
+[python-multipart](https://pypi.org/project/python-multipart) | 0.0.32 | A streaming multipart parser for Python
+[python-slugify](https://pypi.org/project/python-slugify) | 8.0.4 | A Python slugify application that also handles Unicode
+[pythonqwt](https://pypi.org/project/pythonqwt) | 0.16.3 | Qt plotting widgets for Python
+[pytokens](https://pypi.org/project/pytokens) | 0.4.1 | A Fast, spec compliant Python 3.14+ tokenizer that runs on older Pythons.
+[pytoolconfig](https://pypi.org/project/pytoolconfig) | 1.3.1 | Python tool configuration
+[pyuca](https://pypi.org/project/pyuca) | 1.2 | a Python implementation of the Unicode Collation Algorithm
+[pyusb](https://pypi.org/project/pyusb) | 1.3.1 | Easy USB access for Python
+[pyvisa](https://pypi.org/project/pyvisa) | 1.16.2 | Python VISA bindings for GPIB, RS232, TCPIP and USB instruments
+[pyviz-comms](https://pypi.org/project/pyviz-comms) | 3.0.6 | A JupyterLab extension for rendering HoloViz content.
+[pywavelets](https://pypi.org/project/pywavelets) | 1.9.0 | PyWavelets, wavelet transform module
+[pywin32](https://pypi.org/project/pywin32) | 312 | Python for Windows Extensions
+[pywin32-ctypes](https://pypi.org/project/pywin32-ctypes) | 0.2.3 | A (partial) reimplementation of pywin32 using ctypes/cffi
+[pywinpty](https://pypi.org/project/pywinpty) | 3.0.5 | Pseudo terminal support for Windows from Python.
+[pyyaml](https://pypi.org/project/pyyaml) | 6.0.3 | YAML parser and emitter for Python
+[pyzmq](https://pypi.org/project/pyzmq) | 27.1.0 | Python bindings for 0MQ
+[qdarkstyle](https://pypi.org/project/qdarkstyle) | 3.2.3 | The most complete dark/light style sheet for C++/Python and Qt applications
+[qdldl](https://pypi.org/project/qdldl) | 0.1.9.post1 | QDLDL, a free LDL factorization routine.
+[qrcode](https://pypi.org/project/qrcode) | 8.2 | QR Code image generator
+[qstylizer](https://pypi.org/project/qstylizer) | 0.2.4 | Stylesheet Generator for PyQt{4-5}/PySide{1-2}
+[qtawesome](https://pypi.org/project/qtawesome) | 1.4.2 | FontAwesome icons in PyQt and PySide applications
+[qtconsole](https://pypi.org/project/qtconsole) | 5.7.2 | Jupyter Qt console
+[qtpy](https://pypi.org/project/qtpy) | 2.4.3 | Provides an abstraction layer on top of the various Qt bindings (PyQt5/6 and PySide2/6).
+[quantecon](https://pypi.org/project/quantecon) | 0.11.4 | Import the main names to top level.
+[quart](https://pypi.org/project/quart) | 0.20.0 | A Python ASGI web framework with the same API as Flask
+[rapidfuzz](https://pypi.org/project/rapidfuzz) | 3.14.5 | rapid fuzzy string matching
+[readme-renderer](https://pypi.org/project/readme-renderer) | 45.0 | readme_renderer is a library for rendering readme descriptions for Warehouse
+[redis](https://pypi.org/project/redis) | 8.1.0 | Python client for Redis database and key-value store
+[referencing](https://pypi.org/project/referencing) | 0.37.0 | JSON Referencing + Python
+[regex](https://pypi.org/project/regex) | 2026.7.19 | Alternative regular expression module, to replace re.
+[reportlab](https://pypi.org/project/reportlab) | 5.0.0 | The Reportlab Toolkit
+[requests](https://pypi.org/project/requests) | 2.34.2 | Python HTTP for Humans.
+[requests-ntlm](https://pypi.org/project/requests-ntlm) | 1.3.0 | This package allows for HTTP NTLM authentication using the requests library.
+[requests-toolbelt](https://pypi.org/project/requests-toolbelt) | 1.0.0 | A utility belt for advanced users of python-requests
+[rfc3339-validator](https://pypi.org/project/rfc3339-validator) | 0.1.4 | A pure python RFC3339 validator
+[rfc3986](https://pypi.org/project/rfc3986) | 2.0.0 | Validating URI References per RFC 3986
+[rfc3986-validator](https://pypi.org/project/rfc3986-validator) | 0.1.1 | Pure python rfc3986 validator
+[rfc3987-syntax](https://pypi.org/project/rfc3987-syntax) | 1.1.0 | Helper functions to syntactically validate strings according to RFC 3987.
+[rich](https://pypi.org/project/rich) | 15.0.0 | Render rich text, tables, progress bars, syntax highlighting, markdown and more to the terminal
+[roman-numerals](https://pypi.org/project/roman-numerals) | 4.1.0 | Manipulate well-formed Roman numerals
+[rope](https://pypi.org/project/rope) | 1.14.0 | a python refactoring library...
+[rpds-py](https://pypi.org/project/rpds-py) | 2026.6.3 | Python bindings to Rust's persistent data structures (rpds)
+[rtree](https://pypi.org/project/rtree) | 1.4.1 | R-Tree spatial index for Python GIS
+[ruff](https://pypi.org/project/ruff) | 0.16.1 | An extremely fast Python linter and code formatter, written in Rust.
+[rx](https://pypi.org/project/rx) | 3.2.0 | Reactive Extensions (Rx) for Python
+[scikit-image](https://pypi.org/project/scikit-image) | 0.26.0 | Image processing in Python
+[scikit-learn](https://pypi.org/project/scikit-learn) | 1.9.0 | A set of python modules for machine learning and data mining
+[scipy](https://pypi.org/project/scipy) | 1.18.1 | Fundamental algorithms for scientific computing in Python
+[scramp](https://pypi.org/project/scramp) | 1.4.17 | An implementation of the SCRAM protocol.
+[scs](https://pypi.org/project/scs) | 3.2.11 | Splitting conic solver
+[seaborn](https://pypi.org/project/seaborn) | 0.13.2 | Statistical data visualization
+[send2trash](https://pypi.org/project/send2trash) | 2.1.0 | Send file to trash natively under Mac OS X, Windows and Linux
+[setuptools](https://pypi.org/project/setuptools) | 83.0.0 | Most extensible Python build backend with support for C/C++ extension modules
+[shapely](https://pypi.org/project/shapely) | 2.1.2 | Manipulation and analysis of geometric objects
+[shellingham](https://pypi.org/project/shellingham) | 1.5.4 | Tool to Detect Surrounding Shell
+[simplejson](https://pypi.org/project/simplejson) | 4.1.2 | Simple, fast, extensible JSON encoder/decoder for Python
+[simpy](https://pypi.org/project/simpy) | 4.1.2 | Event discrete, process based simulation for Python.
+[six](https://pypi.org/project/six) | 1.17.0 | Python 2 and 3 compatibility utilities
+[sklearn-compat](https://pypi.org/project/sklearn-compat) | 0.1.6 | Ease support for compatible scikit-learn estimators across versions
+[skrub](https://pypi.org/project/skrub) | 0.10.0 | Machine learning with dataframes
+[smmap](https://pypi.org/project/smmap) | 5.0.3 | A pure Python implementation of a sliding window memory map manager
+[sniffio](https://pypi.org/project/sniffio) | 1.3.1 | Sniff out which async library your code is running under
+[snowballstemmer](https://pypi.org/project/snowballstemmer) | 3.1.1 | This package provides 36 stemmers for 34 languages generated from Snowball algorithms.
+[sortedcontainers](https://pypi.org/project/sortedcontainers) | 2.4.0 | Sorted Containers -- Sorted List, Sorted Dict, Sorted Set
+[sounddevice](https://pypi.org/project/sounddevice) | 0.5.5 | Play and Record Sound with Python
+[soundfile](https://pypi.org/project/soundfile) | 0.14.0 | An audio library based on libsndfile, CFFI and NumPy
+[soupsieve](https://pypi.org/project/soupsieve) | 2.9.2 | A modern CSS selector implementation for Beautiful Soup.
+[sparsediffpy](https://pypi.org/project/sparsediffpy) | 0.3.0 | Python bindings for SparseDiffEngine algorithmic differentiation
+[sphinx](https://pypi.org/project/sphinx) | 9.1.0 | Python documentation generator
+[sphinx-rtd-theme](https://pypi.org/project/sphinx-rtd-theme) | 3.1.0 | Read the Docs theme for Sphinx
+[sphinxcontrib-applehelp](https://pypi.org/project/sphinxcontrib-applehelp) | 2.0.0 | sphinxcontrib-applehelp is a Sphinx extension which outputs Apple help books
+[sphinxcontrib-devhelp](https://pypi.org/project/sphinxcontrib-devhelp) | 2.0.0 | sphinxcontrib-devhelp is a sphinx extension which outputs Devhelp documents
+[sphinxcontrib-htmlhelp](https://pypi.org/project/sphinxcontrib-htmlhelp) | 2.1.0 | sphinxcontrib-htmlhelp is a sphinx extension which renders HTML help files
+[sphinxcontrib-jquery](https://pypi.org/project/sphinxcontrib-jquery) | 4.1 | Extension to include jQuery on newer Sphinx releases
+[sphinxcontrib-jsmath](https://pypi.org/project/sphinxcontrib-jsmath) | 1.0.1 | A sphinx extension which renders display math in HTML via JavaScript
+[sphinxcontrib-qthelp](https://pypi.org/project/sphinxcontrib-qthelp) | 2.0.0 | sphinxcontrib-qthelp is a sphinx extension which outputs QtHelp documents
+[sphinxcontrib-serializinghtml](https://pypi.org/project/sphinxcontrib-serializinghtml) | 2.0.0 | sphinxcontrib-serializinghtml is a sphinx extension which outputs "serialized" HTML files (json and pickle)
+[spyder](https://pypi.org/project/spyder) | 6.1.6 | The Scientific Python Development Environment
+[spyder-kernels](https://pypi.org/project/spyder-kernels) | 3.1.5 | Jupyter kernels for Spyder's console
+[sqlalchemy](https://pypi.org/project/sqlalchemy) | 2.0.51 | Database Abstraction Library
+[sqlite-bro](https://pypi.org/project/sqlite-bro) | 1.3.2 | a graphic SQLite and DuckDB Client in 1 Python file
+[sqlite-fts4](https://pypi.org/project/sqlite-fts4) | 1.0.3 | Python functions for working with SQLite FTS4 search
+[sqlite-utils](https://pypi.org/project/sqlite-utils) | 4.1.1 | CLI tool and Python library for manipulating SQLite databases
+[sqlparse](https://pypi.org/project/sqlparse) | 0.6.0 | A non-validating SQL parser.
+[squarify](https://pypi.org/project/squarify) | 0.4.4 | Pure Python implementation of the squarify treemap layout algorithm
+[sse-starlette](https://pypi.org/project/sse-starlette) | 3.4.8 | SSE plugin for Starlette
+[sspilib](https://pypi.org/project/sspilib) | 0.5.0 | SSPI API bindings for Python
+[stack-data](https://pypi.org/project/stack-data) | 0.6.3 | Extract data from python stack frames and tracebacks for informative displays
+[starlette](https://pypi.org/project/starlette) | 1.6.0 | The little ASGI library that shines.
+[statsmodels](https://pypi.org/project/statsmodels) | 0.14.6 | Statistical computations and models for Python
+[streamlit](https://pypi.org/project/streamlit) | 1.60.0 | A faster way to build and share data apps
+[streamlit-bokeh](https://pypi.org/project/streamlit-bokeh) | 3.9.1 | Streamlit component that allows you to render Bokeh charts
+[superqt](https://pypi.org/project/superqt) | 0.8.2 | Missing widgets and components for PyQt/PySide
+[sympy](https://pypi.org/project/sympy) | 1.14.0 | Computer algebra system (CAS) in Python
+[tabulate](https://pypi.org/project/tabulate) | 0.10.0 | Pretty-print tabular data
+[tenacity](https://pypi.org/project/tenacity) | 9.1.4 | Retry code until it succeeds
+[termcolor](https://pypi.org/project/termcolor) | 3.3.0 | ANSI color formatting for output in terminal
+[terminado](https://pypi.org/project/terminado) | 0.18.1 | Tornado websocket backend for the Xterm.js Javascript terminal emulator library.
+[text-unidecode](https://pypi.org/project/text-unidecode) | 1.3 | The most basic Text::Unidecode port
+[textdistance](https://pypi.org/project/textdistance) | 4.6.3 | Compute distance between the two texts.
+[thefuzz](https://pypi.org/project/thefuzz) | 0.22.1 | Fuzzy string matching in python
+[threadpoolctl](https://pypi.org/project/threadpoolctl) | 3.6.0 | threadpoolctl
+[three-merge](https://pypi.org/project/three-merge) | 0.1.1 | Simple library for merging two strings with respect to a base one
+[tifffile](https://pypi.org/project/tifffile) | 2026.4.11 | Read and write TIFF files
+[tiktoken](https://pypi.org/project/tiktoken) | 0.12.0 | tiktoken is a fast BPE tokeniser for use with OpenAI's models
+[tinycss2](https://pypi.org/project/tinycss2) | 1.5.1 | A tiny CSS parser
+[tokenizers](https://pypi.org/project/tokenizers) | 0.23.1 | 
+[toml](https://pypi.org/project/toml) | 0.10.2 | Python Library for Tom's Obvious, Minimal Language
+[tomli-w](https://pypi.org/project/tomli-w) | 1.2.0 | A lil' TOML writer
+[tomlkit](https://pypi.org/project/tomlkit) | 0.15.1 | Style preserving TOML library
+[toolz](https://pypi.org/project/toolz) | 1.1.0 | List processing tools and functional utilities
+[tornado](https://pypi.org/project/tornado) | 6.5.10 | Tornado is a Python web framework and asynchronous networking library, originally developed at FriendFeed.
+[tqdm](https://pypi.org/project/tqdm) | 4.70.0 | Fast, Extensible Progress Meter
+[traitlets](https://pypi.org/project/traitlets) | 5.16.1 | Traitlets Python configuration system
+[traittypes](https://pypi.org/project/traittypes) | 0.2.3 | Scipy trait types
+[trio](https://pypi.org/project/trio) | 0.34.0 | A friendly Python library for async concurrency and I/O
+[trove-classifiers](https://pypi.org/project/trove-classifiers) | 2026.6.1.19 | Canonical source for classifiers on PyPI (pypi.org).
+[truststore](https://pypi.org/project/truststore) | 0.10.4 | Verify certificates using native system trust stores
+[twine](https://pypi.org/project/twine) | 7.0.0 | Collection of utilities for publishing packages on PyPI
+[typer](https://pypi.org/project/typer) | 0.25.1 | Typer, build great CLIs. Easy to code. Based on Python type hints.
+[types-requests](https://pypi.org/project/types-requests) | 2.33.0.20260712 | Typing stubs for requests
+[typing-extensions](https://pypi.org/project/typing-extensions) | 4.16.0 | Backported and Experimental Type Hints for Python 3.9+
+[typing-inspection](https://pypi.org/project/typing-inspection) | 0.4.4 | Runtime typing introspection tools
+[tzdata](https://pypi.org/project/tzdata) | 2026.3 | Provider of IANA time zone data
+[tzlocal](https://pypi.org/project/tzlocal) | 5.4.4 | tzinfo object for the local timezone
+[uc-micro-py](https://pypi.org/project/uc-micro-py) | 2.0.0 | Micro subset of unicode data files for linkify-it-py projects.
+[ujson](https://pypi.org/project/ujson) | 5.13.0 | Ultra fast JSON encoder and decoder for Python
+[umap-learn](https://pypi.org/project/umap-learn) | 0.5.12 | Uniform Manifold Approximation and Projection
+[uncertainties](https://pypi.org/project/uncertainties) | 3.2.3 | calculations with values with uncertainties, error propagation
+[uri-template](https://pypi.org/project/uri-template) | 1.3.0 | RFC 6570 URI Template Processor
+[urllib3](https://pypi.org/project/urllib3) | 2.7.0 | HTTP library with thread-safe connection pooling, file post, and more.
+[uuid-utils](https://pypi.org/project/uuid-utils) | 0.17.0 | Fast, drop-in replacement for Python's uuid module, powered by Rust.
+[uvicorn](https://pypi.org/project/uvicorn) | 0.51.0 | The lightning-fast ASGI server.
+[vega-datasets](https://pypi.org/project/vega-datasets) | 0.9.0 | A Python package for offline access to Vega datasets
+[waitress](https://pypi.org/project/waitress) | 3.0.2 | Waitress WSGI server
+[watchdog](https://pypi.org/project/watchdog) | 6.0.0 | Filesystem events monitoring
+[wcwidth](https://pypi.org/project/wcwidth) | 0.7.0 | Measures the displayed width of unicode strings in a terminal
+[webcolors](https://pypi.org/project/webcolors) | 25.10.0 | A library for working with the color formats defined by HTML and CSS.
+[webencodings](https://pypi.org/project/webencodings) | 0.5.1 | Character encoding aliases for legacy web content
+[websocket-client](https://pypi.org/project/websocket-client) | 1.9.0 | WebSocket client for Python with low level API options
+[websockets](https://pypi.org/project/websockets) | 15.0.1 | An implementation of the WebSocket Protocol (RFC 6455 & 7692)
+[werkzeug](https://pypi.org/project/werkzeug) | 3.1.8 | The comprehensive WSGI web application library.
+[whatthepatch](https://pypi.org/project/whatthepatch) | 1.0.7 | A patch parsing and application library.
+[wheel](https://pypi.org/project/wheel) | 0.47.0 | Command line tool for manipulating wheel files
+[widgetsnbextension](https://pypi.org/project/widgetsnbextension) | 4.0.15 | Jupyter interactive widgets for Jupyter Notebook
+[wordcloud](https://pypi.org/project/wordcloud) | 1.9.6 | A little word cloud generator
+[wppm](https://pypi.org/project/wppm) | 17.13.20260913 | pip companion: extras-aware dependency trees, offline wheelhouses, portable Pythons
+[wsproto](https://pypi.org/project/wsproto) | 1.3.2 | Pure-Python WebSocket protocol implementation
+[xarray](https://pypi.org/project/xarray) | 2026.7.0 | N-D labeled arrays and datasets in Python
+[xlsxwriter](https://pypi.org/project/xlsxwriter) | 3.2.9 | A Python module for creating Excel XLSX files.
+[xxhash](https://pypi.org/project/xxhash) | 3.7.0 | Python binding for xxHash
+[xyzservices](https://pypi.org/project/xyzservices) | 2026.3.0 | Source of XYZ tiles providers
+[yapf](https://pypi.org/project/yapf) | 0.43.0 | A formatter for Python code
+[yarl](https://pypi.org/project/yarl) | 1.24.5 | Yet another URL library
+[yt-dlp](https://pypi.org/project/yt-dlp) | 2026.7.4 | A feature-rich command-line audio/video downloader
+[zipp](https://pypi.org/project/zipp) | 4.1.0 | Backport of pathlib-compatible object wrapper for zip files
+[zstandard](https://pypi.org/project/zstandard) | 0.25.0 | Zstandard bindings for Python
+
+
+### WheelHouse packages
+
+Name | Version | Description
+-----|---------|------------
+
+
+
diff --git a/changelogs/WinPythonslim-64bit-3.14.8.0b3.md b/changelogs/WinPythonslim-64bit-3.14.8.0b3.md
new file mode 100644
index 00000000..7d9e1e2a
--- /dev/null
+++ b/changelogs/WinPythonslim-64bit-3.14.8.0b3.md
@@ -0,0 +1,553 @@
+## WinPython 3.14.8.0slim
+
+The following packages are included in WinPython-64bit v3.14.8.0slim b3.
+
+
+### Tools
+
+Name | Version | Description
+-----|---------|------------
+[Pandoc](https://pandoc.org) | 3.1.9 | an universal document converter
+[Python](http://www.python.org/) | 3.14.8 | Python programming language with standard library
+
+
+### Python packages
+
+Name | Version | Description
+-----|---------|------------
+[absl-py](https://pypi.org/project/absl-py) | 2.5.0 | Abseil Python Common Libraries, see https://github.com/abseil/abseil-py.
+[adbc-driver-manager](https://pypi.org/project/adbc-driver-manager) | 1.12.0 | A generic entrypoint for ADBC drivers.
+[aiofile](https://pypi.org/project/aiofile) | 3.12.3 | Asynchronous file operations.
+[aiofiles](https://pypi.org/project/aiofiles) | 25.1.0 | File support for asyncio.
+[aiohappyeyeballs](https://pypi.org/project/aiohappyeyeballs) | 2.7.1 | Happy Eyeballs for asyncio
+[aiohttp](https://pypi.org/project/aiohttp) | 3.14.3 | Async http client/server framework (asyncio)
+[aiosignal](https://pypi.org/project/aiosignal) | 1.4.0 | aiosignal: a list of registered asynchronous callbacks
+[aiosqlite](https://pypi.org/project/aiosqlite) | 0.22.1 | asyncio bridge to the standard sqlite3 module
+[alabaster](https://pypi.org/project/alabaster) | 1.0.0 | A light, configurable Sphinx theme
+[alembic](https://pypi.org/project/alembic) | 1.18.5 | A database migration tool for SQLAlchemy.
+[altair](https://pypi.org/project/altair) | 6.2.2 | Vega-Altair: A declarative statistical visualization library for Python.
+[annotated-doc](https://pypi.org/project/annotated-doc) | 0.0.5 | Document parameters, class attributes, return types, and variables inline, with Annotated.
+[annotated-types](https://pypi.org/project/annotated-types) | 0.8.0 | Reusable constraint types to use with typing.Annotated
+[anthropic](https://pypi.org/project/anthropic) | 1.11.0 | The official Python library for the anthropic API
+[anyio](https://pypi.org/project/anyio) | 4.14.2 | High-level concurrency and networking framework on top of asyncio or Trio
+[anywidget](https://pypi.org/project/anywidget) | 0.11.0 | custom jupyter widgets made easy
+[appdirs](https://pypi.org/project/appdirs) | 1.4.4 | A small Python module for determining appropriate platform-specific dirs, e.g. a "user data dir".
+[argcomplete](https://pypi.org/project/argcomplete) | 3.7.2 | Bash tab completion for argparse
+[argon2-cffi](https://pypi.org/project/argon2-cffi) | 25.1.0 | Argon2 for Python
+[argon2-cffi-bindings](https://pypi.org/project/argon2-cffi-bindings) | 25.1.0 | Low-level CFFI bindings for Argon2
+[array-api-compat](https://pypi.org/project/array-api-compat) | 1.15.0 | A wrapper around NumPy and other array libraries to make them compatible with the Array API standard
+[arrow](https://pypi.org/project/arrow) | 1.4.0 | Better dates & times for Python
+[asgi-csrf](https://pypi.org/project/asgi-csrf) | 0.11 | ASGI middleware for protecting against CSRF attacks
+[asgiref](https://pypi.org/project/asgiref) | 3.12.1 | ASGI specs, helper code, and adapters
+[asn1crypto](https://pypi.org/project/asn1crypto) | 1.5.1 | Fast ASN.1 parser and serializer with definitions for private keys, public keys, certificates, CRL, OCSP, CMS, PKCS#3, PKCS#7, PKCS#8, PKCS#12,
+[ast-serialize](https://pypi.org/project/ast-serialize) | 0.8.0 | Python bindings for mypy AST serialization
+[asteval](https://pypi.org/project/asteval) | 1.0.9 | Safe, minimalistic evaluator of python expression using ast module
+[astroid](https://pypi.org/project/astroid) | 4.0.4 | An abstract syntax tree for Python with inference support.
+[asttokens](https://pypi.org/project/asttokens) | 3.0.2 | Annotate AST trees with source code positions
+[async-lru](https://pypi.org/project/async-lru) | 2.3.0 | Simple LRU cache for asyncio
+[asyncssh](https://pypi.org/project/asyncssh) | 2.24.0 | AsyncSSH: Asynchronous SSHv2 client and server library
+[attrs](https://pypi.org/project/attrs) | 26.1.0 | Classes Without Boilerplate
+[authlib](https://pypi.org/project/authlib) | 1.7.2 | The ultimate Python library in building OAuth and OpenID Connect servers and clients.
+[autopep8](https://pypi.org/project/autopep8) | 2.0.4 | A tool that automatically formats Python code to conform to the PEP 8 style guide
+[azure-core](https://pypi.org/project/azure-core) | 1.41.0 | Microsoft Azure Core Library for Python
+[azure-cosmos](https://pypi.org/project/azure-cosmos) | 4.16.1 | Microsoft Azure Cosmos Client Library for Python
+[azure-identity](https://pypi.org/project/azure-identity) | 1.25.3 | Microsoft Azure Identity Library for Python
+[babel](https://pypi.org/project/babel) | 2.18.0 | Internationalization utilities
+[baresql](https://pypi.org/project/baresql) | 1.0.0 | playing SQL directly on Python datas
+[bcrypt](https://pypi.org/project/bcrypt) | 5.0.0 | Modern password hashing for your software and your servers
+[beartype](https://pypi.org/project/beartype) | 0.22.9 | Unbearably fast near-real-time pure-Python runtime-static type-checker.
+[beautifulsoup4](https://pypi.org/project/beautifulsoup4) | 4.15.0 | Screen-scraping library
+[binaryornot](https://pypi.org/project/binaryornot) | 0.6.0 | Ultra-lightweight pure Python package to check if a file is binary or text.
+[black](https://pypi.org/project/black) | 26.5.1 | The uncompromising code formatter.
+[bleach](https://pypi.org/project/bleach) | 6.4.0 | An easy safelist-based HTML-sanitizing tool.
+[blinker](https://pypi.org/project/blinker) | 1.9.0 | Fast, simple object-to-object and broadcast signaling
+[bokeh](https://pypi.org/project/bokeh) | 3.9.1 | Interactive plots and applications in the browser from Python
+[branca](https://pypi.org/project/branca) | 0.8.2 | Generate complex HTML+JS pages with Python
+[brotli](https://pypi.org/project/brotli) | 1.2.0 | Python bindings for the Brotli compression library
+[build](https://pypi.org/project/build) | 1.5.0 | A simple, correct Python build frontend
+[cachetools](https://pypi.org/project/cachetools) | 7.1.4 | Extensible memoizing collections and decorators
+[caio](https://pypi.org/project/caio) | 0.12.2 | Asynchronous file IO for Linux MacOS or Windows.
+[cattrs](https://pypi.org/project/cattrs) | 26.1.0 | Composable complex class support for attrs and dataclasses.
+[certifi](https://pypi.org/project/certifi) | 2026.1.4 | Python package for providing Mozilla's CA Bundle.
+[cffi](https://pypi.org/project/cffi) | 2.1.1 | Foreign Function Interface for Python calling C code.
+[chardet](https://pypi.org/project/chardet) | 7.6.0 | Universal character encoding detector
+[charset-normalizer](https://pypi.org/project/charset-normalizer) | 3.4.7 | The Real First Universal Charset Detector. Open, modern and actively maintained alternative to Chardet.
+[clarabel](https://pypi.org/project/clarabel) | 0.11.1 | Clarabel Conic Interior Point Solver for Rust / Python
+[click](https://pypi.org/project/click) | 8.4.2 | Composable command line interface toolkit
+[click-default-group](https://pypi.org/project/click-default-group) | 1.2.4 | click_default_group
+[cloudpickle](https://pypi.org/project/cloudpickle) | 3.1.2 | Pickler class to extend the standard pickle.Pickler functionality
+[cohere](https://pypi.org/project/cohere) | 7.0.8 | 
+[colorama](https://pypi.org/project/colorama) | 0.4.6 | Cross-platform colored terminal text.
+[colorcet](https://pypi.org/project/colorcet) | 3.2.1 | Collection of perceptually uniform colormaps
+[colorlog](https://pypi.org/project/colorlog) | 6.12.0 | Add colours to the output of Python's logging module.
+[comm](https://pypi.org/project/comm) | 0.2.3 | Jupyter Python Comm implementation, for usage in ipykernel, xeus-python etc.
+[contourpy](https://pypi.org/project/contourpy) | 1.3.3 | Python library for calculating contours of 2D quadrilateral grids
+[cookiecutter](https://pypi.org/project/cookiecutter) | 2.7.1 | A command-line utility that creates projects from project templates, e.g.
+[cryptography](https://pypi.org/project/cryptography) | 50.0.0 | cryptography is a package which provides cryptographic recipes and primitives to Python developers.
+[cvxopt](https://pypi.org/project/cvxopt) | 1.3.3 | Convex optimization package
+[cvxpy](https://pypi.org/project/cvxpy) | 1.9.2 | A domain-specific language for modeling convex optimization problems in Python.
+[cycler](https://pypi.org/project/cycler) | 0.12.1 | Composable style cycles
+[cython](https://pypi.org/project/cython) | 3.2.9 | The Cython compiler for writing C extensions in the Python language.
+[cytoolz](https://pypi.org/project/cytoolz) | 1.1.0 | Cython implementation of Toolz: High performance functional utilities
+[dask](https://pypi.org/project/dask) | 2026.7.1 | Parallel PyData with Task Scheduling
+[datasette](https://pypi.org/project/datasette) | 0.65.5 | An open source multi-tool for exploring and publishing data
+[datasette-graphql](https://pypi.org/project/datasette-graphql) | 2.2 | Datasette plugin providing an automatic GraphQL API for your SQLite databases
+[datashader](https://pypi.org/project/datashader) | 0.19.1 | Data visualization toolchain based on aggregating into a grid
+[deap](https://pypi.org/project/deap) | 1.4.4 | Distributed Evolutionary Algorithms in Python
+[debugpy](https://pypi.org/project/debugpy) | 1.8.21 | An implementation of the Debug Adapter Protocol for Python
+[decorator](https://pypi.org/project/decorator) | 5.3.1 | Decorators for Humans
+[defusedxml](https://pypi.org/project/defusedxml) | 0.7.1 | XML bomb protection for Python stdlib modules
+[diff-match-patch](https://pypi.org/project/diff-match-patch) | 20241021 | Repackaging of Google's Diff Match and Patch libraries.
+[dill](https://pypi.org/project/dill) | 0.4.1 | serialize all of Python
+[distro](https://pypi.org/project/distro) | 1.9.0 | Distro - an OS platform information API
+[dnspython](https://pypi.org/project/dnspython) | 2.8.0 | DNS toolkit
+[docstring-parser](https://pypi.org/project/docstring-parser) | 0.18.0 | Parse Python docstrings in reST, Google and Numpydoc format
+[docstring-to-markdown](https://pypi.org/project/docstring-to-markdown) | 0.17 | On the fly conversion of Python docstrings to markdown
+[docutils](https://pypi.org/project/docutils) | 0.22.4 | Docutils -- Python Documentation Utilities
+[duckdb](https://pypi.org/project/duckdb) | 1.5.6 | DuckDB in-process database
+[email-validator](https://pypi.org/project/email-validator) | 2.3.0 | A robust email address syntax and deliverability validation library.
+[entrypoints](https://pypi.org/project/entrypoints) | 0.4 | Discover and load entry points from installed packages.
+[et-xmlfile](https://pypi.org/project/et-xmlfile) | 2.0.0 | An implementation of lxml.xmlfile for the standard library
+[exceptiongroup](https://pypi.org/project/exceptiongroup) | 1.3.1 | Backport of PEP 654 (exception groups)
+[executing](https://pypi.org/project/executing) | 2.2.1 | Get the currently executing AST node of a frame, and other information
+[faker](https://pypi.org/project/faker) | 40.28.1 | Faker is a Python package that generates fake data for you.
+[fasta2a](https://pypi.org/project/fasta2a) | 0.6.1 | Convert an AI Agent into a A2A server! ✨
+[fastapi](https://pypi.org/project/fastapi) | 0.141.1 | FastAPI framework, high performance, easy to learn, fast to code, ready for production
+[fastavro](https://pypi.org/project/fastavro) | 1.12.2 | Fast read/write of AVRO files
+[fastjsonschema](https://pypi.org/project/fastjsonschema) | 2.22.2 | Fastest Python implementation of JSON schema
+[fastmcp-slim](https://pypi.org/project/fastmcp-slim) | 3.4.7 | The dependency-slim FastMCP package.
+[filelock](https://pypi.org/project/filelock) | 3.32.2 | A platform independent file lock.
+[flake8](https://pypi.org/project/flake8) | 7.1.1 | the modular source code checker: pep8 pyflakes and co
+[flask](https://pypi.org/project/flask) | 3.1.3 | A simple framework for building complex web applications.
+[flatbuffers](https://pypi.org/project/flatbuffers) | 25.12.19 | The FlatBuffers serialization format for Python
+[flexcache](https://pypi.org/project/flexcache) | 0.3 | Saves and loads to the cache a transformed versions of a source object.
+[flexparser](https://pypi.org/project/flexparser) | 0.4 | Parsing made fun ... using typing.
+[flit](https://pypi.org/project/flit) | 3.12.0 | A simple packaging tool for simple packages.
+[flit-core](https://pypi.org/project/flit-core) | 4.0.2 | Distribution-building parts of Flit. See flit package for more information
+[folium](https://pypi.org/project/folium) | 0.20.0 | Make beautiful maps with Leaflet.js & Python
+[fonttools](https://pypi.org/project/fonttools) | 4.63.0 | Tools to manipulate font files
+[foundry-local-sdk](https://pypi.org/project/foundry-local-sdk) | 0.5.1 | Foundry Local Manager Python SDK: Control-plane SDK for Foundry Local.
+[fqdn](https://pypi.org/project/fqdn) | 1.5.1 | Validates fully-qualified domain names against RFC 1123, so that they are acceptable to modern bowsers
+[frozenlist](https://pypi.org/project/frozenlist) | 1.8.0 | A list-like structure which implements collections.abc.MutableSequence
+[fsspec](https://pypi.org/project/fsspec) | 2026.7.0 | File-system specification
+[fuzzywuzzy](https://pypi.org/project/fuzzywuzzy) | 0.18.0 | Fuzzy string matching in python
+[genai-prices](https://pypi.org/project/genai-prices) | 0.0.60 | Calculate prices for calling LLM inference APIs.
+[geographiclib](https://pypi.org/project/geographiclib) | 2.1 | The geodesic routines from GeographicLib
+[geopy](https://pypi.org/project/geopy) | 2.5.0 | Python Geocoding Toolbox
+[google-auth](https://pypi.org/project/google-auth) | 2.56.3 | Google Authentication Library
+[google-genai](https://pypi.org/project/google-genai) | 2.18.0 | GenAI Python SDK
+[graphene](https://pypi.org/project/graphene) | 3.4.3 | GraphQL Framework for Python
+[graphql-core](https://pypi.org/project/graphql-core) | 3.2.11 | GraphQL implementation for Python, a port of GraphQL.js, the JavaScript reference implementation for GraphQL.
+[graphql-relay](https://pypi.org/project/graphql-relay) | 3.2.0 | Relay library for graphql-core
+[greenlet](https://pypi.org/project/greenlet) | 3.5.5 | Lightweight in-process concurrent programming
+[griffelib](https://pypi.org/project/griffelib) | 2.1.0 | Signatures for entire Python programs.
+[groq](https://pypi.org/project/groq) | 1.6.0 | The official Python library for the groq API
+[guidata](https://pypi.org/project/guidata) | 3.15.1 | Automatic GUI generation for easy dataset editing and display
+[h11](https://pypi.org/project/h11) | 0.16.0 | A pure-Python, bring-your-own-I/O implementation of HTTP/1.1
+[h2](https://pypi.org/project/h2) | 4.4.1 | Pure-Python HTTP/2 protocol implementation
+[h5py](https://pypi.org/project/h5py) | 3.16.0 | Read and write HDF5 files from Python
+[hatchling](https://pypi.org/project/hatchling) | 1.32.0 | Modern, extensible Python build backend
+[hf-xet](https://pypi.org/project/hf-xet) | 1.6.0 | Fast transfer of large files with the Hugging Face Hub.
+[highspy](https://pypi.org/project/highspy) | 1.15.1 | A thin set of pybind11 wrappers to HiGHS
+[holoviews](https://pypi.org/project/holoviews) | 1.23.1 | A high-level plotting API for the PyData ecosystem built on HoloViews.
+[hpack](https://pypi.org/project/hpack) | 4.2.0 | Pure-Python HPACK header encoding
+[html5lib](https://pypi.org/project/html5lib) | 1.1 | HTML parser based on the WHATWG HTML specification
+[httpcore](https://pypi.org/project/httpcore) | 1.0.9 | A minimal low-level HTTP client.
+[httpcore2](https://pypi.org/project/httpcore2) | 2.13.0 | A minimal low-level HTTP client.
+[httptools](https://pypi.org/project/httptools) | 0.8.0 | A collection of framework independent HTTP protocol utils.
+[httpx](https://pypi.org/project/httpx) | 0.28.1 | The next generation HTTP client.
+[httpx-sse](https://pypi.org/project/httpx-sse) | 0.4.3 | Consume Server-Sent Event (SSE) messages with HTTPX.
+[httpx2](https://pypi.org/project/httpx2) | 2.13.0 | The next generation HTTP client.
+[huggingface-hub](https://pypi.org/project/huggingface-hub) | 1.27.0 | Client library to download and publish models, datasets and other repos on the huggingface.co hub
+[hupper](https://pypi.org/project/hupper) | 1.12.1 | Integrated process monitor for developing and reloading daemons.
+[hvplot](https://pypi.org/project/hvplot) | 0.12.2 | A high-level plotting API for the PyData ecosystem built on HoloViews.
+[hypercorn](https://pypi.org/project/hypercorn) | 0.18.0 | A ASGI Server based on Hyper libraries and inspired by Gunicorn
+[hyperframe](https://pypi.org/project/hyperframe) | 6.1.0 | Pure-Python HTTP/2 framing
+[hypothesis](https://pypi.org/project/hypothesis) | 6.155.2 | The property-based testing library for Python
+[id](https://pypi.org/project/id) | 1.6.1 | A tool for generating OIDC identities
+[idna](https://pypi.org/project/idna) | 3.18 | Internationalized Domain Names in Applications (IDNA)
+[imageio](https://pypi.org/project/imageio) | 2.37.4 | Read and write images and video across all major formats. Supports scientific and volumetric data.
+[imagesize](https://pypi.org/project/imagesize) | 1.4.1 | Getting image size from png/jpeg/jpeg2000/gif file
+[imbalanced-learn](https://pypi.org/project/imbalanced-learn) | 0.14.2 | Toolbox for imbalanced dataset in machine learning
+[importlib-metadata](https://pypi.org/project/importlib-metadata) | 8.7.1 | Read metadata from Python packages
+[inflection](https://pypi.org/project/inflection) | 0.5.1 | A port of Ruby on Rails inflector to Python
+[iniconfig](https://pypi.org/project/iniconfig) | 2.3.0 | brain-dead simple config-ini parsing
+[intervaltree](https://pypi.org/project/intervaltree) | 3.2.1 | Editable interval tree data structure for Python 2 and 3
+[ipycanvas](https://pypi.org/project/ipycanvas) | 0.14.3 | Interactive widgets library exposing the browser's Canvas API
+[ipykernel](https://pypi.org/project/ipykernel) | 6.31.0 | IPython Kernel for Jupyter
+[ipyleaflet](https://pypi.org/project/ipyleaflet) | 0.20.0 | A Jupyter widget for dynamic Leaflet maps
+[ipympl](https://pypi.org/project/ipympl) | 0.10.0 | Matplotlib Jupyter Extension
+[ipython](https://pypi.org/project/ipython) | 9.15.0 | IPython: Productive Interactive Computing
+[ipython-genutils](https://pypi.org/project/ipython-genutils) | 0.2.0 | Vestigial utilities from IPython
+[ipython-pygments-lexers](https://pypi.org/project/ipython-pygments-lexers) | 1.1.1 | Defines a variety of Pygments lexers for highlighting IPython code.
+[ipython-sql](https://pypi.org/project/ipython-sql) | 0.5.0 | RDBMS access via IPython
+[ipywidgets](https://pypi.org/project/ipywidgets) | 8.1.8 | Jupyter interactive widgets
+[isoduration](https://pypi.org/project/isoduration) | 20.11.0 | Operations with ISO 8601 durations
+[isort](https://pypi.org/project/isort) | 8.0.1 | A Python utility / library to sort Python imports.
+[itsdangerous](https://pypi.org/project/itsdangerous) | 2.2.0 | Safely pass data to untrusted environments and back.
+[janus](https://pypi.org/project/janus) | 2.0.0 | Mixed sync-async queue to interoperate between asyncio tasks and classic threads
+[jaraco-classes](https://pypi.org/project/jaraco-classes) | 3.4.0 | Utility functions for Python class constructs
+[jaraco-context](https://pypi.org/project/jaraco-context) | 6.1.2 | Useful decorators and context managers
+[jaraco-functools](https://pypi.org/project/jaraco-functools) | 4.6.0 | Functools like those found in stdlib
+[jedi](https://pypi.org/project/jedi) | 0.20.0 | An autocompletion tool for Python that can be used for text editors.
+[jellyfish](https://pypi.org/project/jellyfish) | 1.2.1 | 
+[jinja2](https://pypi.org/project/jinja2) | 3.1.6 | A very fast and expressive template engine.
+[jiter](https://pypi.org/project/jiter) | 0.16.0 | Fast iterable JSON parser.
+[joblib](https://pypi.org/project/joblib) | 1.5.3 | Lightweight pipelining with Python functions
+[joserfc](https://pypi.org/project/joserfc) | 1.7.4 | The ultimate Python library for JOSE RFCs, including JWS, JWE, JWK, JWA, JWT
+[json5](https://pypi.org/project/json5) | 0.15.0 | A Python implementation of the JSON5 data format.
+[jsonpatch](https://pypi.org/project/jsonpatch) | 1.33 | Apply JSON-Patches (RFC 6902)
+[jsonpointer](https://pypi.org/project/jsonpointer) | 3.1.1 | Identify specific nodes in a JSON document (RFC 6901)
+[jsonschema](https://pypi.org/project/jsonschema) | 4.26.0 | An implementation of JSON Schema validation for Python
+[jsonschema-specifications](https://pypi.org/project/jsonschema-specifications) | 2025.9.1 | The JSON Schema meta-schemas and vocabularies, exposed as a Registry
+[julia](https://pypi.org/project/julia) | 0.6.2 | Julia/Python bridge with IPython support.
+[jupyter](https://pypi.org/project/jupyter) | 1.1.1 | Jupyter metapackage. Install all the Jupyter components in one go.
+[jupyter-bokeh](https://pypi.org/project/jupyter-bokeh) | 4.1.0 | A Jupyter extension for rendering Bokeh content.
+[jupyter-builder](https://pypi.org/project/jupyter-builder) | 1.2.2 | JupyterLab build tools
+[jupyter-client](https://pypi.org/project/jupyter-client) | 8.8.0 | Jupyter protocol implementation and client libraries
+[jupyter-console](https://pypi.org/project/jupyter-console) | 6.6.3 | Jupyter terminal console
+[jupyter-core](https://pypi.org/project/jupyter-core) | 5.9.1 | Jupyter core package. A base package on which Jupyter projects rely.
+[jupyter-events](https://pypi.org/project/jupyter-events) | 0.12.1 | Jupyter Event System library
+[jupyter-leaflet](https://pypi.org/project/jupyter-leaflet) | 0.20.0 | ipyleaflet extensions for JupyterLab and Jupyter Notebook
+[jupyter-lsp](https://pypi.org/project/jupyter-lsp) | 2.3.1 | Multi-Language Server WebSocket proxy for Jupyter Notebook/Lab server
+[jupyter-server](https://pypi.org/project/jupyter-server) | 2.21.1 | The backend—i.e. core services, APIs, and REST endpoints—to Jupyter web applications.
+[jupyter-server-terminals](https://pypi.org/project/jupyter-server-terminals) | 0.5.4 | A Jupyter Server Extension Providing Terminals.
+[jupyterlab](https://pypi.org/project/jupyterlab) | 4.6.4 | JupyterLab computational environment
+[jupyterlab-pygments](https://pypi.org/project/jupyterlab-pygments) | 0.3.0 | Pygments theme using JupyterLab CSS variables
+[jupyterlab-server](https://pypi.org/project/jupyterlab-server) | 2.28.0 | A set of server components for JupyterLab and JupyterLab like applications.
+[jupyterlab-widgets](https://pypi.org/project/jupyterlab-widgets) | 3.0.17 | Jupyter interactive widgets for JupyterLab
+[keras](https://pypi.org/project/keras) | 3.15.1 | Multi-backend Keras
+[keyring](https://pypi.org/project/keyring) | 25.7.0 | Store and access your passwords safely.
+[kiwisolver](https://pypi.org/project/kiwisolver) | 1.5.0 | A fast implementation of the Cassowary constraint solver
+[langchain](https://pypi.org/project/langchain) | 1.3.15 | Building applications with LLMs through composability
+[langchain-core](https://pypi.org/project/langchain-core) | 1.5.5 | Building applications with LLMs through composability
+[langchain-protocol](https://pypi.org/project/langchain-protocol) | 0.0.18 | Python bindings for the LangChain agent streaming protocol
+[langgraph](https://pypi.org/project/langgraph) | 1.2.11 | Building stateful, multi-actor applications with LLMs
+[langgraph-checkpoint](https://pypi.org/project/langgraph-checkpoint) | 4.2.0 | Library with base interfaces for LangGraph checkpoint savers.
+[langgraph-prebuilt](https://pypi.org/project/langgraph-prebuilt) | 1.1.0 | Library with high-level APIs for creating and executing LangGraph agents and tools.
+[langgraph-sdk](https://pypi.org/project/langgraph-sdk) | 0.4.2 | SDK for interacting with LangGraph API
+[langsmith](https://pypi.org/project/langsmith) | 0.11.0 | Client library to connect to the LangSmith Observability and Evaluation Platform.
+[lark](https://pypi.org/project/lark) | 1.3.1 | a modern parsing library
+[lazy-loader](https://pypi.org/project/lazy-loader) | 0.5 | Makes it easy to load subpackages and functions on demand.
+[librt](https://pypi.org/project/librt) | 0.15.0 | Mypyc runtime library
+[linkify-it-py](https://pypi.org/project/linkify-it-py) | 2.0.3 | Links recognition library with FULL unicode support.
+[llvmlite](https://pypi.org/project/llvmlite) | 0.49.0 | lightweight wrapper around basic LLVM functionality
+[lmfit](https://pypi.org/project/lmfit) | 1.3.4 | Least-Squares Minimization with Bounds and Constraints
+[locket](https://pypi.org/project/locket) | 1.0.0 | File-based locks for Python on Linux and Windows
+[logfire-api](https://pypi.org/project/logfire-api) | 4.33.0 | Shim for the Logfire SDK which does nothing unless Logfire is installed
+[lsprotocol](https://pypi.org/project/lsprotocol) | 2025.0.0 | Python types for Language Server Protocol.
+[lxml](https://pypi.org/project/lxml) | 6.1.0 | Powerful and Pythonic XML processing library combining libxml2/libxslt with the ElementTree API.
+[magika](https://pypi.org/project/magika) | 0.6.2 | A tool to determine the content type of a file with deep learning
+[mako](https://pypi.org/project/mako) | 1.3.12 | A super-fast templating language that borrows the best ideas from the existing templating languages.
+[markdown](https://pypi.org/project/markdown) | 3.10.2 | Python implementation of John Gruber's Markdown.
+[markdown-it-py](https://pypi.org/project/markdown-it-py) | 4.2.0 | Python port of markdown-it. Markdown parsing, done right!
+[markdownify](https://pypi.org/project/markdownify) | 1.2.3 | Convert HTML to markdown.
+[markitdown](https://pypi.org/project/markitdown) | 0.1.7 | Utility tool for converting various files to Markdown
+[markupsafe](https://pypi.org/project/markupsafe) | 3.0.3 | Safely add untrusted strings to HTML/XML markup.
+[matplotlib](https://pypi.org/project/matplotlib) | 3.11.1 | Python plotting package
+[matplotlib-inline](https://pypi.org/project/matplotlib-inline) | 0.2.2 | Inline Matplotlib backend for Jupyter
+[maturin](https://pypi.org/project/maturin) | 1.14.1 | Build and publish crates with pyo3, cffi and uniffi bindings as well as rust binaries as python packages
+[mccabe](https://pypi.org/project/mccabe) | 0.7.0 | McCabe checker, plugin for flake8
+[mcp](https://pypi.org/project/mcp) | 1.29.0 | Model Context Protocol SDK
+[mdit-py-plugins](https://pypi.org/project/mdit-py-plugins) | 0.6.1 | Collection of plugins for markdown-it-py
+[mdurl](https://pypi.org/project/mdurl) | 0.1.2 | Markdown URL utilities
+[mercantile](https://pypi.org/project/mercantile) | 1.2.1 | Web mercator XYZ tile utilities
+[mergedeep](https://pypi.org/project/mergedeep) | 1.3.4 | A deep merge function for 🐍.
+[missingno](https://pypi.org/project/missingno) | 0.5.2 | Missing data visualization module for Python.
+[mistune](https://pypi.org/project/mistune) | 3.3.4 | A sane and fast Markdown parser with useful plugins and renderers
+[mizani](https://pypi.org/project/mizani) | 0.14.4 | Scales for Python
+[ml-dtypes](https://pypi.org/project/ml-dtypes) | 0.5.4 | ml_dtypes is a stand-alone implementation of several NumPy dtype extensions used in machine learning.
+[mlxtend](https://pypi.org/project/mlxtend) | 0.25.0 | Machine Learning Library Extensions
+[moocore](https://pypi.org/project/moocore) | 0.3.2 | Core Algorithms for Multi-Objective Optimization
+[more-itertools](https://pypi.org/project/more-itertools) | 11.1.0 | More routines for operating on iterables, beyond itertools
+[mpld3](https://pypi.org/project/mpld3) | 0.5.12 | D3 Viewer for Matplotlib
+[mpmath](https://pypi.org/project/mpmath) | 1.3.0 | Python library for arbitrary-precision floating-point arithmetic
+[msal](https://pypi.org/project/msal) | 1.37.0 | The Microsoft Authentication Library (MSAL) for Python library enables your app to access the Microsoft Cloud by supporting authentication of us
+[msal-extensions](https://pypi.org/project/msal-extensions) | 1.3.1 | Microsoft Authentication Library extensions (MSAL EX) provides a persistence API that can save your data on disk, encrypted on Windows, macOS an
+[mssql-python](https://pypi.org/project/mssql-python) | 1.13.0 | A Python library for interacting with Microsoft SQL Server
+[mssql-python-odbc](https://pypi.org/project/mssql-python-odbc) | 18.6.2.1 | Internal implementation package for mssql-python: Microsoft ODBC Driver 18 for SQL Server binaries. Not intended for direct use.
+[multidict](https://pypi.org/project/multidict) | 6.7.1 | multidict implementation
+[multipledispatch](https://pypi.org/project/multipledispatch) | 1.0.0 | Multiple dispatch
+[mypy](https://pypi.org/project/mypy) | 2.3.0 | Optional static typing for Python
+[mypy-extensions](https://pypi.org/project/mypy-extensions) | 1.1.0 | Type system extensions for programs checked with the mypy type checker.
+[mysql-connector-python](https://pypi.org/project/mysql-connector-python) | 26.7.0 | A self-contained Python driver for communicating with MySQL servers, using an API that is compliant with the Python Database API Specification v
+[namex](https://pypi.org/project/namex) | 0.1.0 | A simple utility to separate the implementation of your Python package and its public API surface.
+[narwhals](https://pypi.org/project/narwhals) | 2.24.0 | Extremely lightweight compatibility layer between dataframe libraries
+[nbclient](https://pypi.org/project/nbclient) | 0.11.0 | A client library for executing notebooks. Formerly nbconvert's ExecutePreprocessor.
+[nbconvert](https://pypi.org/project/nbconvert) | 7.17.1 | Convert Jupyter Notebooks (.ipynb files) to other formats.
+[nbformat](https://pypi.org/project/nbformat) | 5.10.4 | The Jupyter Notebook format
+[nest-asyncio](https://pypi.org/project/nest-asyncio) | 1.6.0 | Patch asyncio to allow nested event loops
+[networkx](https://pypi.org/project/networkx) | 3.6.1 | Python package for creating and manipulating graphs and networks
+[nh3](https://pypi.org/project/nh3) | 0.3.3 | Python binding to Ammonia HTML sanitizer Rust crate
+[nltk](https://pypi.org/project/nltk) | 3.10.3 | Natural Language Toolkit
+[notebook](https://pypi.org/project/notebook) | 7.6.3 | Jupyter Notebook - A web-based notebook environment for interactive computing
+[notebook-shim](https://pypi.org/project/notebook-shim) | 0.2.4 | A shim layer for notebook traits and config
+[numba](https://pypi.org/project/numba) | 0.67.0 | compiling Python code using LLVM
+[numpy](https://pypi.org/project/numpy) | 2.5.2 | Fundamental package for array computing in Python
+[numpydoc](https://pypi.org/project/numpydoc) | 1.10.0 | Sphinx extension to support docstrings in Numpy format
+[onnxruntime](https://pypi.org/project/onnxruntime) | 1.28.0 | ONNX Runtime is a runtime accelerator for Machine Learning models
+[onnxruntime-genai](https://pypi.org/project/onnxruntime-genai) | 0.15.2 | ONNX Runtime GenAI
+[openai](https://pypi.org/project/openai) | 3.1.0 | The official Python library for the openai API
+[opencv-python](https://pypi.org/project/opencv-python) | 5.0.0.93 | Wrapper package for OpenCV python bindings.
+[openpyxl](https://pypi.org/project/openpyxl) | 3.1.5 | A Python library to read/write Excel 2010 xlsx/xlsm files
+[opentelemetry-api](https://pypi.org/project/opentelemetry-api) | 1.41.1 | OpenTelemetry Python API
+[optree](https://pypi.org/project/optree) | 0.19.0 | Optimized PyTree Utilities.
+[optuna](https://pypi.org/project/optuna) | 4.9.0 | A hyperparameter optimization framework
+[orjson](https://pypi.org/project/orjson) | 3.12.0 | Fast, correct Python JSON library supporting dataclasses, datetimes, and numpy
+[ormsgpack](https://pypi.org/project/ormsgpack) | 1.12.2 | Fast, correct Python msgpack library supporting dataclasses, datetimes, and numpy
+[osqp](https://pypi.org/project/osqp) | 1.1.3 | OSQP: The Operator Splitting QP Solver
+[outcome](https://pypi.org/project/outcome) | 1.3.0.post0 | Capture the outcome of Python function calls.
+[packaging](https://pypi.org/project/packaging) | 26.2 | Core utilities for Python packages
+[pandas](https://pypi.org/project/pandas) | 3.0.5 | Powerful data structures for data analysis, time series, and statistics
+[pandocfilters](https://pypi.org/project/pandocfilters) | 1.5.1 | Utilities for writing pandoc filters in python
+[panel](https://pypi.org/project/panel) | 1.9.4 | The powerful data exploration & web app framework for Python.
+[panel-material-ui](https://pypi.org/project/panel-material-ui) | 0.14.2 | An extension to bring MaterialUI components to Panel.
+[papermill](https://pypi.org/project/papermill) | 2.7.0 | Parameterize and run Jupyter and nteract Notebooks
+[param](https://pypi.org/project/param) | 2.4.1 | Declarative parameters for robust Python classes and a rich API for reactive programming
+[parso](https://pypi.org/project/parso) | 0.8.7 | A Python Parser
+[partd](https://pypi.org/project/partd) | 1.4.2 | Appendable key-value storage
+[pathspec](https://pypi.org/project/pathspec) | 1.1.1 | Utility library for gitignore style pattern matching of file paths.
+[patsy](https://pypi.org/project/patsy) | 1.0.2 | A Python package for describing statistical models and for building design matrices.
+[pep8](https://pypi.org/project/pep8) | 1.7.1 | Python style guide checker
+[pexpect](https://pypi.org/project/pexpect) | 4.9.0 | Pexpect allows easy control of interactive console applications.
+[pg8000](https://pypi.org/project/pg8000) | 1.31.5 | PostgreSQL interface library
+[pickleshare](https://pypi.org/project/pickleshare) | 0.7.5 | Tiny 'shelve'-like database with concurrency support
+[pillow](https://pypi.org/project/pillow) | 12.3.0 | Python Imaging Library (fork)
+[pip](https://pypi.org/project/pip) | 26.2.1 | The PyPA recommended tool for installing Python packages.
+[pipdeptree](https://pypi.org/project/pipdeptree) | 3.1.0 | Command line utility to show dependency tree of packages.
+[platformdirs](https://pypi.org/project/platformdirs) | 4.11.3 | A small Python package for determining appropriate platform-specific dirs, e.g. a `user data dir`.
+[plotly](https://pypi.org/project/plotly) | 6.9.0 | An open-source interactive data visualization library for Python
+[plotnine](https://pypi.org/project/plotnine) | 0.15.8 | A Grammar of Graphics for Python
+[plotpy](https://pypi.org/project/plotpy) | 2.11.0 | Curve and image plotting tools for Python/Qt applications
+[pluggy](https://pypi.org/project/pluggy) | 1.6.0 | plugin and hook calling mechanisms for python
+[polars](https://pypi.org/project/polars) | 1.44.2 | Blazingly fast DataFrame library
+[polars-runtime-32](https://pypi.org/project/polars-runtime-32) | 1.44.2 | Blazingly fast DataFrame library
+[prettytable](https://pypi.org/project/prettytable) | 3.18.0 | A simple Python library for easily displaying tabular data in a visually appealing ASCII table format
+[prince](https://pypi.org/project/prince) | 0.19.0 | Factor analysis in Python: PCA, CA, MCA, MFA, FAMD, GPA, PGA
+[priority](https://pypi.org/project/priority) | 2.0.0 | A pure-Python implementation of the HTTP/2 priority tree
+[prometheus-client](https://pypi.org/project/prometheus-client) | 0.26.0 | Python client for the Prometheus monitoring system.
+[prompt-toolkit](https://pypi.org/project/prompt-toolkit) | 3.0.53 | Library for building powerful interactive command lines in Python
+[propcache](https://pypi.org/project/propcache) | 0.5.2 | Accelerated property cache
+[protobuf](https://pypi.org/project/protobuf) | 7.36.1 | 
+[psutil](https://pypi.org/project/psutil) | 7.2.2 | Cross-platform lib for process and system monitoring.
+[psycopg2](https://pypi.org/project/psycopg2) | 2.9.12 | psycopg2 - Python-PostgreSQL Database Adapter
+[psygnal](https://pypi.org/project/psygnal) | 0.16.1 | Fast python callback/event system modeled after Qt Signals
+[ptpython](https://pypi.org/project/ptpython) | 3.0.32 | Python REPL build on top of prompt_toolkit
+[ptyprocess](https://pypi.org/project/ptyprocess) | 0.7.0 | Run a subprocess in a pseudo terminal
+[pure-eval](https://pypi.org/project/pure-eval) | 0.2.3 | Safely evaluate AST nodes without side effects
+[py-key-value-aio](https://pypi.org/project/py-key-value-aio) | 0.4.5 | Async Key-Value Store - A pluggable interface for KV Stores
+[pyarrow](https://pypi.org/project/pyarrow) | 25.0.1 | Python library for Apache Arrow
+[pyasn1](https://pypi.org/project/pyasn1) | 0.6.4 | Pure-Python implementation of ASN.1 types and DER/BER/CER codecs (X.208)
+[pyasn1-modules](https://pypi.org/project/pyasn1-modules) | 0.4.2 | A collection of ASN.1-based protocols modules
+[pybind11](https://pypi.org/project/pybind11) | 3.1.0 | Seamless operability between C++11 and Python
+[pycodestyle](https://pypi.org/project/pycodestyle) | 2.12.1 | Python style guide checker
+[pycparser](https://pypi.org/project/pycparser) | 3.0 | C parser in Python
+[pyct](https://pypi.org/project/pyct) | 0.6.0 | Python package common tasks for users (e.g. copy examples, fetch data, ...)
+[pydantic](https://pypi.org/project/pydantic) | 2.13.4 | Data validation using Python type hints
+[pydantic-ai-slim](https://pypi.org/project/pydantic-ai-slim) | 1.106.0 | Agent Framework / shim to use Pydantic with LLMs, slim package
+[pydantic-core](https://pypi.org/project/pydantic-core) | 2.46.4 | Core functionality for Pydantic validation and serialization
+[pydantic-evals](https://pypi.org/project/pydantic-evals) | 1.106.0 | Framework for evaluating stochastic code execution, especially code making use of LLMs
+[pydantic-graph](https://pypi.org/project/pydantic-graph) | 1.106.0 | Graph and state machine library
+[pydantic-settings](https://pypi.org/project/pydantic-settings) | 2.15.0 | Settings management using Pydantic
+[pydeck](https://pypi.org/project/pydeck) | 0.9.3 | Widget for deck.gl maps
+[pydocstyle](https://pypi.org/project/pydocstyle) | 6.3.0 | Python docstring style checker
+[pydot](https://pypi.org/project/pydot) | 4.0.1 | Python interface to Graphviz's Dot
+[pyflakes](https://pypi.org/project/pyflakes) | 3.2.0 | passive checker of Python programs
+[pygithub](https://pypi.org/project/pygithub) | 2.8.1 | Use the full Github API v3
+[pygments](https://pypi.org/project/pygments) | 2.20.0 | Pygments is a syntax highlighting package written in Python.
+[pyjwt](https://pypi.org/project/pyjwt) | 2.15.1 | JSON Web Token implementation in Python
+[pylint](https://pypi.org/project/pylint) | 4.0.6 | python code static checker
+[pylint-venv](https://pypi.org/project/pylint-venv) | 3.0.4 | pylint-venv provides a Pylint init-hook to use the same Pylint installation with different virtual environments.
+[pyls-spyder](https://pypi.org/project/pyls-spyder) | 0.4.0 | Spyder extensions for the python-lsp-server
+[pympler](https://pypi.org/project/pympler) | 1.1 | A development tool to measure, monitor and analyze the memory behavior of Python objects.
+[pynacl](https://pypi.org/project/pynacl) | 1.6.2 | Python binding to the Networking and Cryptography (NaCl) library
+[pynndescent](https://pypi.org/project/pynndescent) | 0.6.0 | Nearest Neighbor Descent
+[pyodbc](https://pypi.org/project/pyodbc) | 5.3.0 | DB API module for ODBC
+[pyomo](https://pypi.org/project/pyomo) | 6.10.1 | The Pyomo optimization modeling framework
+[pypandoc](https://pypi.org/project/pypandoc) | 1.15 | Thin wrapper for pandoc.
+[pyparsing](https://pypi.org/project/pyparsing) | 3.3.2 | pyparsing - Classes and methods to define and execute parsing grammars
+[pypdf](https://pypi.org/project/pypdf) | 6.19.0 | A pure-python PDF library capable of splitting, merging, cropping, and transforming PDF files
+[pyperclip](https://pypi.org/project/pyperclip) | 1.11.0 | A cross-platform clipboard module for Python. (Only handles plain text for now.)
+[pyproject-hooks](https://pypi.org/project/pyproject-hooks) | 1.2.0 | Wrappers to call pyproject.toml-based build backend hooks.
+[pyqt5](https://pypi.org/project/pyqt5) | 5.15.11 | Python bindings for the Qt cross platform application toolkit
+[pyqt5-qt5](https://pypi.org/project/pyqt5-qt5) | 5.15.2 | The subset of a Qt installation needed by PyQt5.
+[pyqt5-sip](https://pypi.org/project/pyqt5-sip) | 12.17.1 | The sip module support for PyQt5
+[pyqtgraph](https://pypi.org/project/pyqtgraph) | 0.14.0 | Scientific Graphics and GUI Library for Python
+[pyqtwebengine](https://pypi.org/project/pyqtwebengine) | 5.15.7 | Python bindings for the Qt WebEngine framework
+[pyqtwebengine-qt5](https://pypi.org/project/pyqtwebengine-qt5) | 5.15.2 | The subset of a Qt installation needed by PyQtWebEngine.
+[pyserial](https://pypi.org/project/pyserial) | 3.5 | Python Serial Port Extension
+[pysocks](https://pypi.org/project/pysocks) | 1.7.1 | A Python SOCKS client module. See https://github.com/Anorov/PySocks for more information.
+[pyspnego](https://pypi.org/project/pyspnego) | 0.12.0 | Windows Negotiate Authentication Client and Server
+[pytest](https://pypi.org/project/pytest) | 9.0.3 | pytest: simple powerful testing with Python
+[python-barcode](https://pypi.org/project/python-barcode) | 0.16.1 | Create standard barcodes with Python. No external modules needed. (optional Pillow support included).
+[python-dateutil](https://pypi.org/project/python-dateutil) | 2.9.0.post0 | Extensions to the standard Python datetime module
+[python-dotenv](https://pypi.org/project/python-dotenv) | 1.2.2 | Read key-value pairs from a .env file and set them as environment variables
+[python-json-logger](https://pypi.org/project/python-json-logger) | 4.2.0 | JSON Log Formatter for the Python Logging Package
+[python-lsp-black](https://pypi.org/project/python-lsp-black) | 2.0.0 | Black plugin for the Python LSP Server
+[python-lsp-jsonrpc](https://pypi.org/project/python-lsp-jsonrpc) | 1.1.2 | JSON RPC 2.0 server library
+[python-lsp-ruff](https://pypi.org/project/python-lsp-ruff) | 2.3.0 | Ruff linting plugin for pylsp
+[python-lsp-server](https://pypi.org/project/python-lsp-server) | 1.15.0 | Python Language Server for the Language Server Protocol
+[python-multipart](https://pypi.org/project/python-multipart) | 0.0.32 | A streaming multipart parser for Python
+[python-slugify](https://pypi.org/project/python-slugify) | 8.0.4 | A Python slugify application that also handles Unicode
+[pythonqwt](https://pypi.org/project/pythonqwt) | 0.16.3 | Qt plotting widgets for Python
+[pytokens](https://pypi.org/project/pytokens) | 0.4.1 | A Fast, spec compliant Python 3.14+ tokenizer that runs on older Pythons.
+[pytoolconfig](https://pypi.org/project/pytoolconfig) | 1.3.1 | Python tool configuration
+[pyuca](https://pypi.org/project/pyuca) | 1.2 | a Python implementation of the Unicode Collation Algorithm
+[pyusb](https://pypi.org/project/pyusb) | 1.3.1 | Easy USB access for Python
+[pyvisa](https://pypi.org/project/pyvisa) | 1.16.2 | Python VISA bindings for GPIB, RS232, TCPIP and USB instruments
+[pyviz-comms](https://pypi.org/project/pyviz-comms) | 3.0.6 | A JupyterLab extension for rendering HoloViz content.
+[pywavelets](https://pypi.org/project/pywavelets) | 1.9.0 | PyWavelets, wavelet transform module
+[pywin32](https://pypi.org/project/pywin32) | 312 | Python for Windows Extensions
+[pywin32-ctypes](https://pypi.org/project/pywin32-ctypes) | 0.2.3 | A (partial) reimplementation of pywin32 using ctypes/cffi
+[pywinpty](https://pypi.org/project/pywinpty) | 3.0.5 | Pseudo terminal support for Windows from Python.
+[pyyaml](https://pypi.org/project/pyyaml) | 6.0.3 | YAML parser and emitter for Python
+[pyzmq](https://pypi.org/project/pyzmq) | 27.2.0 | Python bindings for 0MQ
+[qdarkstyle](https://pypi.org/project/qdarkstyle) | 3.2.3 | The most complete dark/light style sheet for C++/Python and Qt applications
+[qdldl](https://pypi.org/project/qdldl) | 0.1.9.post1 | QDLDL, a free LDL factorization routine.
+[qrcode](https://pypi.org/project/qrcode) | 8.2 | QR Code image generator
+[qstylizer](https://pypi.org/project/qstylizer) | 0.2.4 | Stylesheet Generator for PyQt{4-5}/PySide{1-2}
+[qtawesome](https://pypi.org/project/qtawesome) | 1.4.2 | FontAwesome icons in PyQt and PySide applications
+[qtconsole](https://pypi.org/project/qtconsole) | 5.7.2 | Jupyter Qt console
+[qtpy](https://pypi.org/project/qtpy) | 2.4.3 | Provides an abstraction layer on top of the various Qt bindings (PyQt5/6 and PySide2/6).
+[quantecon](https://pypi.org/project/quantecon) | 0.11.4 | Import the main names to top level.
+[quart](https://pypi.org/project/quart) | 0.20.0 | A Python ASGI web framework with the same API as Flask
+[rapidfuzz](https://pypi.org/project/rapidfuzz) | 3.14.5 | rapid fuzzy string matching
+[readme-renderer](https://pypi.org/project/readme-renderer) | 45.0 | readme_renderer is a library for rendering readme descriptions for Warehouse
+[redis](https://pypi.org/project/redis) | 8.1.0 | Python client for Redis database and key-value store
+[referencing](https://pypi.org/project/referencing) | 0.37.0 | JSON Referencing + Python
+[regex](https://pypi.org/project/regex) | 2026.7.19 | Alternative regular expression module, to replace re.
+[reportlab](https://pypi.org/project/reportlab) | 5.0.0 | The Reportlab Toolkit
+[requests](https://pypi.org/project/requests) | 2.34.2 | Python HTTP for Humans.
+[requests-ntlm](https://pypi.org/project/requests-ntlm) | 1.3.0 | This package allows for HTTP NTLM authentication using the requests library.
+[requests-toolbelt](https://pypi.org/project/requests-toolbelt) | 1.0.0 | A utility belt for advanced users of python-requests
+[rfc3339-validator](https://pypi.org/project/rfc3339-validator) | 0.1.4 | A pure python RFC3339 validator
+[rfc3986](https://pypi.org/project/rfc3986) | 2.0.0 | Validating URI References per RFC 3986
+[rfc3986-validator](https://pypi.org/project/rfc3986-validator) | 0.1.1 | Pure python rfc3986 validator
+[rfc3987-syntax](https://pypi.org/project/rfc3987-syntax) | 1.1.0 | Helper functions to syntactically validate strings according to RFC 3987.
+[rich](https://pypi.org/project/rich) | 15.0.0 | Render rich text, tables, progress bars, syntax highlighting, markdown and more to the terminal
+[roman-numerals](https://pypi.org/project/roman-numerals) | 4.1.0 | Manipulate well-formed Roman numerals
+[rope](https://pypi.org/project/rope) | 1.14.0 | a python refactoring library...
+[rpds-py](https://pypi.org/project/rpds-py) | 2026.6.3 | Python bindings to Rust's persistent data structures (rpds)
+[rtree](https://pypi.org/project/rtree) | 1.4.1 | R-Tree spatial index for Python GIS
+[ruff](https://pypi.org/project/ruff) | 0.16.1 | An extremely fast Python linter and code formatter, written in Rust.
+[rx](https://pypi.org/project/rx) | 3.2.0 | Reactive Extensions (Rx) for Python
+[scikit-image](https://pypi.org/project/scikit-image) | 0.26.0 | Image processing in Python
+[scikit-learn](https://pypi.org/project/scikit-learn) | 1.9.0 | A set of python modules for machine learning and data mining
+[scipy](https://pypi.org/project/scipy) | 1.18.1 | Fundamental algorithms for scientific computing in Python
+[scramp](https://pypi.org/project/scramp) | 1.4.17 | An implementation of the SCRAM protocol.
+[scs](https://pypi.org/project/scs) | 3.2.11 | Splitting conic solver
+[seaborn](https://pypi.org/project/seaborn) | 0.13.2 | Statistical data visualization
+[send2trash](https://pypi.org/project/send2trash) | 2.1.0 | Send file to trash natively under Mac OS X, Windows and Linux
+[setuptools](https://pypi.org/project/setuptools) | 83.0.0 | Most extensible Python build backend with support for C/C++ extension modules
+[shapely](https://pypi.org/project/shapely) | 2.1.2 | Manipulation and analysis of geometric objects
+[shellingham](https://pypi.org/project/shellingham) | 1.5.4 | Tool to Detect Surrounding Shell
+[simplejson](https://pypi.org/project/simplejson) | 4.1.2 | Simple, fast, extensible JSON encoder/decoder for Python
+[simpy](https://pypi.org/project/simpy) | 4.1.2 | Event discrete, process based simulation for Python.
+[six](https://pypi.org/project/six) | 1.17.0 | Python 2 and 3 compatibility utilities
+[sklearn-compat](https://pypi.org/project/sklearn-compat) | 0.1.6 | Ease support for compatible scikit-learn estimators across versions
+[skrub](https://pypi.org/project/skrub) | 0.10.0 | Machine learning with dataframes
+[sniffio](https://pypi.org/project/sniffio) | 1.3.1 | Sniff out which async library your code is running under
+[snowballstemmer](https://pypi.org/project/snowballstemmer) | 3.1.1 | This package provides 36 stemmers for 34 languages generated from Snowball algorithms.
+[sortedcontainers](https://pypi.org/project/sortedcontainers) | 2.4.0 | Sorted Containers -- Sorted List, Sorted Dict, Sorted Set
+[sounddevice](https://pypi.org/project/sounddevice) | 0.5.5 | Play and Record Sound with Python
+[soundfile](https://pypi.org/project/soundfile) | 0.14.0 | An audio library based on libsndfile, CFFI and NumPy
+[soupsieve](https://pypi.org/project/soupsieve) | 2.9.2 | A modern CSS selector implementation for Beautiful Soup.
+[sparsediffpy](https://pypi.org/project/sparsediffpy) | 0.3.0 | Python bindings for SparseDiffEngine algorithmic differentiation
+[sphinx](https://pypi.org/project/sphinx) | 9.1.0 | Python documentation generator
+[sphinx-rtd-theme](https://pypi.org/project/sphinx-rtd-theme) | 3.1.0 | Read the Docs theme for Sphinx
+[sphinxcontrib-applehelp](https://pypi.org/project/sphinxcontrib-applehelp) | 2.0.0 | sphinxcontrib-applehelp is a Sphinx extension which outputs Apple help books
+[sphinxcontrib-devhelp](https://pypi.org/project/sphinxcontrib-devhelp) | 2.0.0 | sphinxcontrib-devhelp is a sphinx extension which outputs Devhelp documents
+[sphinxcontrib-htmlhelp](https://pypi.org/project/sphinxcontrib-htmlhelp) | 2.1.0 | sphinxcontrib-htmlhelp is a sphinx extension which renders HTML help files
+[sphinxcontrib-jquery](https://pypi.org/project/sphinxcontrib-jquery) | 4.1 | Extension to include jQuery on newer Sphinx releases
+[sphinxcontrib-jsmath](https://pypi.org/project/sphinxcontrib-jsmath) | 1.0.1 | A sphinx extension which renders display math in HTML via JavaScript
+[sphinxcontrib-qthelp](https://pypi.org/project/sphinxcontrib-qthelp) | 2.0.0 | sphinxcontrib-qthelp is a sphinx extension which outputs QtHelp documents
+[sphinxcontrib-serializinghtml](https://pypi.org/project/sphinxcontrib-serializinghtml) | 2.0.0 | sphinxcontrib-serializinghtml is a sphinx extension which outputs "serialized" HTML files (json and pickle)
+[spyder](https://pypi.org/project/spyder) | 6.1.7 | The Scientific Python Development Environment
+[spyder-kernels](https://pypi.org/project/spyder-kernels) | 3.1.6 | Jupyter kernels for Spyder's console
+[sqlalchemy](https://pypi.org/project/sqlalchemy) | 2.0.51 | Database Abstraction Library
+[sqlite-bro](https://pypi.org/project/sqlite-bro) | 1.3.2 | a graphic SQLite and DuckDB Client in 1 Python file
+[sqlite-fts4](https://pypi.org/project/sqlite-fts4) | 1.0.3 | Python functions for working with SQLite FTS4 search
+[sqlite-utils](https://pypi.org/project/sqlite-utils) | 4.2.1 | CLI tool and Python library for manipulating SQLite databases
+[sqlparse](https://pypi.org/project/sqlparse) | 0.6.0 | A non-validating SQL parser.
+[squarify](https://pypi.org/project/squarify) | 0.4.4 | Pure Python implementation of the squarify treemap layout algorithm
+[sse-starlette](https://pypi.org/project/sse-starlette) | 3.4.8 | SSE plugin for Starlette
+[sspilib](https://pypi.org/project/sspilib) | 0.5.0 | SSPI API bindings for Python
+[stack-data](https://pypi.org/project/stack-data) | 0.6.3 | Extract data from python stack frames and tracebacks for informative displays
+[starlette](https://pypi.org/project/starlette) | 1.6.0 | The little ASGI library that shines.
+[statsmodels](https://pypi.org/project/statsmodels) | 0.14.6 | Statistical computations and models for Python
+[streamlit](https://pypi.org/project/streamlit) | 1.63.0 | A faster way to build and share data apps
+[streamlit-bokeh](https://pypi.org/project/streamlit-bokeh) | 3.9.1 | Streamlit component that allows you to render Bokeh charts
+[superqt](https://pypi.org/project/superqt) | 0.8.2 | Missing widgets and components for PyQt/PySide
+[sympy](https://pypi.org/project/sympy) | 1.14.0 | Computer algebra system (CAS) in Python
+[tabulate](https://pypi.org/project/tabulate) | 0.10.0 | Pretty-print tabular data
+[tenacity](https://pypi.org/project/tenacity) | 9.1.4 | Retry code until it succeeds
+[termcolor](https://pypi.org/project/termcolor) | 3.3.0 | ANSI color formatting for output in terminal
+[terminado](https://pypi.org/project/terminado) | 0.18.1 | Tornado websocket backend for the Xterm.js Javascript terminal emulator library.
+[text-unidecode](https://pypi.org/project/text-unidecode) | 1.3 | The most basic Text::Unidecode port
+[textdistance](https://pypi.org/project/textdistance) | 4.6.3 | Compute distance between the two texts.
+[thefuzz](https://pypi.org/project/thefuzz) | 0.22.1 | Fuzzy string matching in python
+[threadpoolctl](https://pypi.org/project/threadpoolctl) | 3.6.0 | threadpoolctl
+[three-merge](https://pypi.org/project/three-merge) | 0.1.1 | Simple library for merging two strings with respect to a base one
+[tifffile](https://pypi.org/project/tifffile) | 2026.4.11 | Read and write TIFF files
+[tiktoken](https://pypi.org/project/tiktoken) | 0.12.0 | tiktoken is a fast BPE tokeniser for use with OpenAI's models
+[tinycss2](https://pypi.org/project/tinycss2) | 1.5.1 | A tiny CSS parser
+[tokenizers](https://pypi.org/project/tokenizers) | 0.23.1 | 
+[toml](https://pypi.org/project/toml) | 0.10.2 | Python Library for Tom's Obvious, Minimal Language
+[tomli-w](https://pypi.org/project/tomli-w) | 1.2.0 | A lil' TOML writer
+[tomlkit](https://pypi.org/project/tomlkit) | 0.15.1 | Style preserving TOML library
+[toolz](https://pypi.org/project/toolz) | 1.1.0 | List processing tools and functional utilities
+[tornado](https://pypi.org/project/tornado) | 6.5.10 | Tornado is a Python web framework and asynchronous networking library, originally developed at FriendFeed.
+[tqdm](https://pypi.org/project/tqdm) | 4.70.0 | Fast, Extensible Progress Meter
+[traitlets](https://pypi.org/project/traitlets) | 5.16.1 | Traitlets Python configuration system
+[traittypes](https://pypi.org/project/traittypes) | 0.2.3 | Scipy trait types
+[trio](https://pypi.org/project/trio) | 0.34.0 | A friendly Python library for async concurrency and I/O
+[trove-classifiers](https://pypi.org/project/trove-classifiers) | 2026.6.1.19 | Canonical source for classifiers on PyPI (pypi.org).
+[truststore](https://pypi.org/project/truststore) | 0.10.4 | Verify certificates using native system trust stores
+[twine](https://pypi.org/project/twine) | 7.0.0 | Collection of utilities for publishing packages on PyPI
+[typer](https://pypi.org/project/typer) | 0.25.1 | Typer, build great CLIs. Easy to code. Based on Python type hints.
+[types-requests](https://pypi.org/project/types-requests) | 2.33.0.20260712 | Typing stubs for requests
+[typing-extensions](https://pypi.org/project/typing-extensions) | 4.16.0 | Backported and Experimental Type Hints for Python 3.9+
+[typing-inspection](https://pypi.org/project/typing-inspection) | 0.4.4 | Runtime typing introspection tools
+[tzdata](https://pypi.org/project/tzdata) | 2026.3 | Provider of IANA time zone data
+[tzlocal](https://pypi.org/project/tzlocal) | 5.4.4 | tzinfo object for the local timezone
+[uc-micro-py](https://pypi.org/project/uc-micro-py) | 2.0.0 | Micro subset of unicode data files for linkify-it-py projects.
+[ujson](https://pypi.org/project/ujson) | 5.13.0 | Ultra fast JSON encoder and decoder for Python
+[umap-learn](https://pypi.org/project/umap-learn) | 0.5.12 | Uniform Manifold Approximation and Projection
+[uncertainties](https://pypi.org/project/uncertainties) | 3.2.3 | calculations with values with uncertainties, error propagation
+[uri-template](https://pypi.org/project/uri-template) | 1.3.0 | RFC 6570 URI Template Processor
+[urllib3](https://pypi.org/project/urllib3) | 2.8.0 | HTTP library with thread-safe connection pooling, file post, and more.
+[uuid-utils](https://pypi.org/project/uuid-utils) | 0.17.0 | Fast, drop-in replacement for Python's uuid module, powered by Rust.
+[uvicorn](https://pypi.org/project/uvicorn) | 0.51.0 | The lightning-fast ASGI server.
+[vega-datasets](https://pypi.org/project/vega-datasets) | 0.9.0 | A Python package for offline access to Vega datasets
+[waitress](https://pypi.org/project/waitress) | 3.0.2 | Waitress WSGI server
+[watchdog](https://pypi.org/project/watchdog) | 6.0.0 | Filesystem events monitoring
+[wcwidth](https://pypi.org/project/wcwidth) | 0.7.0 | Measures the displayed width of unicode strings in a terminal
+[webcolors](https://pypi.org/project/webcolors) | 25.10.0 | A library for working with the color formats defined by HTML and CSS.
+[webencodings](https://pypi.org/project/webencodings) | 0.5.1 | Character encoding aliases for legacy web content
+[websocket-client](https://pypi.org/project/websocket-client) | 1.9.0 | WebSocket client for Python with low level API options
+[websockets](https://pypi.org/project/websockets) | 15.0.1 | An implementation of the WebSocket Protocol (RFC 6455 & 7692)
+[werkzeug](https://pypi.org/project/werkzeug) | 3.1.8 | The comprehensive WSGI web application library.
+[whatthepatch](https://pypi.org/project/whatthepatch) | 1.0.7 | A patch parsing and application library.
+[wheel](https://pypi.org/project/wheel) | 0.48.0 | Command line tool for manipulating wheel files
+[widgetsnbextension](https://pypi.org/project/widgetsnbextension) | 4.0.16 | Jupyter interactive widgets for Jupyter Notebook
+[wordcloud](https://pypi.org/project/wordcloud) | 1.9.6 | A little word cloud generator
+[wppm](https://pypi.org/project/wppm) | 17.13.20260913 | pip companion: extras-aware dependency trees, offline wheelhouses, portable Pythons
+[wsproto](https://pypi.org/project/wsproto) | 1.3.2 | Pure-Python WebSocket protocol implementation
+[xarray](https://pypi.org/project/xarray) | 2026.7.0 | N-D labeled arrays and datasets in Python
+[xlsxwriter](https://pypi.org/project/xlsxwriter) | 3.2.9 | A Python module for creating Excel XLSX files.
+[xxhash](https://pypi.org/project/xxhash) | 3.7.0 | Python binding for xxHash
+[xyzservices](https://pypi.org/project/xyzservices) | 2026.3.0 | Source of XYZ tiles providers
+[yapf](https://pypi.org/project/yapf) | 0.43.0 | A formatter for Python code
+[yarl](https://pypi.org/project/yarl) | 1.24.5 | Yet another URL library
+[yt-dlp](https://pypi.org/project/yt-dlp) | 2026.7.4 | A feature-rich command-line audio/video downloader
+[zipp](https://pypi.org/project/zipp) | 4.1.0 | Backport of pathlib-compatible object wrapper for zip files
+[zstandard](https://pypi.org/project/zstandard) | 0.25.0 | Zstandard bindings for Python
+
+
+### WheelHouse packages
+
+Name | Version | Description
+-----|---------|------------
+
+
+
diff --git a/changelogs/WinPythonslim-64bit-3.15.0.5b1.md b/changelogs/WinPythonslim-64bit-3.15.0.5b1.md
new file mode 100644
index 00000000..82e35722
--- /dev/null
+++ b/changelogs/WinPythonslim-64bit-3.15.0.5b1.md
@@ -0,0 +1,335 @@
+## WinPython 3.15.0.5slim
+
+The following packages are included in WinPython-64bit v3.15.0.5slim b1.
+
+
+### Tools
+
+Name | Version | Description
+-----|---------|------------
+[Pandoc](https://pandoc.org) | 3.1.9 | an universal document converter
+[Python](http://www.python.org/) | 3.15.0rc2 | Python programming language with standard library
+
+
+### Python packages
+
+Name | Version | Description
+-----|---------|------------
+[absl-py](https://pypi.org/project/absl-py) | 2.5.0 | Abseil Python Common Libraries, see https://github.com/abseil/abseil-py.
+[aiofiles](https://pypi.org/project/aiofiles) | 25.1.0 | File support for asyncio.
+[aiohappyeyeballs](https://pypi.org/project/aiohappyeyeballs) | 2.7.1 | Happy Eyeballs for asyncio
+[aiosignal](https://pypi.org/project/aiosignal) | 1.4.0 | aiosignal: a list of registered asynchronous callbacks
+[aiosqlite](https://pypi.org/project/aiosqlite) | 0.22.1 | asyncio bridge to the standard sqlite3 module
+[alabaster](https://pypi.org/project/alabaster) | 1.0.0 | A light, configurable Sphinx theme
+[annotated-doc](https://pypi.org/project/annotated-doc) | 0.0.5 | Document parameters, class attributes, return types, and variables inline, with Annotated.
+[annotated-types](https://pypi.org/project/annotated-types) | 0.8.0 | Reusable constraint types to use with typing.Annotated
+[anyio](https://pypi.org/project/anyio) | 4.14.2 | High-level concurrency and networking framework on top of asyncio or Trio
+[appdirs](https://pypi.org/project/appdirs) | 1.4.4 | A small Python module for determining appropriate platform-specific dirs, e.g. a "user data dir".
+[argcomplete](https://pypi.org/project/argcomplete) | 3.6.3 | Bash tab completion for argparse
+[argon2-cffi](https://pypi.org/project/argon2-cffi) | 25.1.0 | Argon2 for Python
+[argon2-cffi-bindings](https://pypi.org/project/argon2-cffi-bindings) | 25.1.0 | Low-level CFFI bindings for Argon2
+[array-api-compat](https://pypi.org/project/array-api-compat) | 1.15.0 | A wrapper around NumPy and other array libraries to make them compatible with the Array API standard
+[arrow](https://pypi.org/project/arrow) | 1.4.0 | Better dates & times for Python
+[asgi-csrf](https://pypi.org/project/asgi-csrf) | 0.11 | ASGI middleware for protecting against CSRF attacks
+[asgiref](https://pypi.org/project/asgiref) | 3.12.1 | ASGI specs, helper code, and adapters
+[asn1crypto](https://pypi.org/project/asn1crypto) | 1.5.1 | Fast ASN.1 parser and serializer with definitions for private keys, public keys, certificates, CRL, OCSP, CMS, PKCS#3, PKCS#7, PKCS#8, PKCS#12,
+[ast-serialize](https://pypi.org/project/ast-serialize) | 0.8.0 | Python bindings for mypy AST serialization
+[asteval](https://pypi.org/project/asteval) | 1.0.9 | Safe, minimalistic evaluator of python expression using ast module
+[astroid](https://pypi.org/project/astroid) | 4.0.4 | An abstract syntax tree for Python with inference support.
+[asttokens](https://pypi.org/project/asttokens) | 3.0.2 | Annotate AST trees with source code positions
+[async-lru](https://pypi.org/project/async-lru) | 2.3.0 | Simple LRU cache for asyncio
+[asyncssh](https://pypi.org/project/asyncssh) | 2.24.0 | AsyncSSH: Asynchronous SSHv2 client and server library
+[attrs](https://pypi.org/project/attrs) | 26.1.0 | Classes Without Boilerplate
+[azure-core](https://pypi.org/project/azure-core) | 1.41.0 | Microsoft Azure Core Library for Python
+[azure-cosmos](https://pypi.org/project/azure-cosmos) | 4.16.1 | Microsoft Azure Cosmos Client Library for Python
+[azure-identity](https://pypi.org/project/azure-identity) | 1.25.3 | Microsoft Azure Identity Library for Python
+[babel](https://pypi.org/project/babel) | 2.18.0 | Internationalization utilities
+[bcrypt](https://pypi.org/project/bcrypt) | 5.0.0 | Modern password hashing for your software and your servers
+[beautifulsoup4](https://pypi.org/project/beautifulsoup4) | 4.15.0 | Screen-scraping library
+[binaryornot](https://pypi.org/project/binaryornot) | 0.6.0 | Ultra-lightweight pure Python package to check if a file is binary or text.
+[black](https://pypi.org/project/black) | 26.5.1 | The uncompromising code formatter.
+[bleach](https://pypi.org/project/bleach) | 6.4.0 | An easy safelist-based HTML-sanitizing tool.
+[blinker](https://pypi.org/project/blinker) | 1.9.0 | Fast, simple object-to-object and broadcast signaling
+[build](https://pypi.org/project/build) | 1.5.0 | A simple, correct Python build frontend
+[cattrs](https://pypi.org/project/cattrs) | 26.1.0 | Composable complex class support for attrs and dataclasses.
+[certifi](https://pypi.org/project/certifi) | 2026.1.4 | Python package for providing Mozilla's CA Bundle.
+[cffi](https://pypi.org/project/cffi) | 2.1.1 | Foreign Function Interface for Python calling C code.
+[chardet](https://pypi.org/project/chardet) | 5.2.0 | Universal encoding detector for Python 3
+[charset-normalizer](https://pypi.org/project/charset-normalizer) | 3.4.4 | The Real First Universal Charset Detector. Open, modern and actively maintained alternative to Chardet.
+[clarabel](https://pypi.org/project/clarabel) | 0.11.1 | Clarabel Conic Interior Point Solver for Rust / Python
+[click](https://pypi.org/project/click) | 8.4.2 | Composable command line interface toolkit
+[click-default-group](https://pypi.org/project/click-default-group) | 1.2.4 | click_default_group
+[cloudpickle](https://pypi.org/project/cloudpickle) | 3.1.2 | Pickler class to extend the standard pickle.Pickler functionality
+[colorama](https://pypi.org/project/colorama) | 0.4.6 | Cross-platform colored terminal text.
+[colorlog](https://pypi.org/project/colorlog) | 6.12.0 | Add colours to the output of Python's logging module.
+[comm](https://pypi.org/project/comm) | 0.2.3 | Jupyter Python Comm implementation, for usage in ipykernel, xeus-python etc.
+[cryptography](https://pypi.org/project/cryptography) | 50.0.0 | cryptography is a package which provides cryptographic recipes and primitives to Python developers.
+[cycler](https://pypi.org/project/cycler) | 0.12.1 | Composable style cycles
+[cython](https://pypi.org/project/cython) | 3.3.0 | The Cython compiler for writing C extensions in the Python language.
+[deap](https://pypi.org/project/deap) | 1.4.4 | Distributed Evolutionary Algorithms in Python
+[debugpy](https://pypi.org/project/debugpy) | 1.8.21 | An implementation of the Debug Adapter Protocol for Python
+[decorator](https://pypi.org/project/decorator) | 5.3.1 | Decorators for Humans
+[defusedxml](https://pypi.org/project/defusedxml) | 0.7.1 | XML bomb protection for Python stdlib modules
+[diff-match-patch](https://pypi.org/project/diff-match-patch) | 20241021 | Repackaging of Google's Diff Match and Patch libraries.
+[dill](https://pypi.org/project/dill) | 0.4.1 | serialize all of Python
+[distro](https://pypi.org/project/distro) | 1.9.0 | Distro - an OS platform information API
+[docstring-parser](https://pypi.org/project/docstring-parser) | 0.18.0 | Parse Python docstrings in reST, Google and Numpydoc format
+[docstring-to-markdown](https://pypi.org/project/docstring-to-markdown) | 0.17 | On the fly conversion of Python docstrings to markdown
+[docutils](https://pypi.org/project/docutils) | 0.22.4 | Docutils -- Python Documentation Utilities
+[entrypoints](https://pypi.org/project/entrypoints) | 0.4 | Discover and load entry points from installed packages.
+[et-xmlfile](https://pypi.org/project/et-xmlfile) | 2.0.0 | An implementation of lxml.xmlfile for the standard library
+[eval-type-backport](https://pypi.org/project/eval-type-backport) | 0.3.1 | Like `typing._eval_type`, but lets older Python versions use newer typing features.
+[executing](https://pypi.org/project/executing) | 2.2.1 | Get the currently executing AST node of a frame, and other information
+[faker](https://pypi.org/project/faker) | 40.28.1 | Faker is a Python package that generates fake data for you.
+[fastjsonschema](https://pypi.org/project/fastjsonschema) | 2.21.2 | Fastest Python implementation of JSON schema
+[filelock](https://pypi.org/project/filelock) | 3.32.2 | A platform independent file lock.
+[flake8](https://pypi.org/project/flake8) | 7.3.0 | the modular source code checker: pep8 pyflakes and co
+[flatbuffers](https://pypi.org/project/flatbuffers) | 25.12.19 | The FlatBuffers serialization format for Python
+[flexcache](https://pypi.org/project/flexcache) | 0.3 | Saves and loads to the cache a transformed versions of a source object.
+[flexparser](https://pypi.org/project/flexparser) | 0.4 | Parsing made fun ... using typing.
+[flit](https://pypi.org/project/flit) | 3.12.0 | A simple packaging tool for simple packages.
+[flit-core](https://pypi.org/project/flit-core) | 3.12.0 | Distribution-building parts of Flit. See flit package for more information
+[frozenlist](https://pypi.org/project/frozenlist) | 1.8.0 | A list-like structure which implements collections.abc.MutableSequence
+[fsspec](https://pypi.org/project/fsspec) | 2026.7.0 | File-system specification
+[geographiclib](https://pypi.org/project/geographiclib) | 2.1 | The geodesic routines from GeographicLib
+[geopy](https://pypi.org/project/geopy) | 2.4.1 | Python Geocoding Toolbox
+[gitdb](https://pypi.org/project/gitdb) | 4.0.12 | Git Object Database
+[gitpython](https://pypi.org/project/gitpython) | 3.1.59 | GitPython is a Python library used to interact with Git repositories
+[google-auth](https://pypi.org/project/google-auth) | 2.56.3 | Google Authentication Library
+[graphene](https://pypi.org/project/graphene) | 3.4.3 | GraphQL Framework for Python
+[graphql-core](https://pypi.org/project/graphql-core) | 3.2.11 | GraphQL implementation for Python, a port of GraphQL.js, the JavaScript reference implementation for GraphQL.
+[graphql-relay](https://pypi.org/project/graphql-relay) | 3.2.0 | Relay library for graphql-core
+[greenlet](https://pypi.org/project/greenlet) | 3.5.5 | Lightweight in-process concurrent programming
+[griffe](https://pypi.org/project/griffe) | 1.15.0 | Signatures for entire Python programs.
+[h11](https://pypi.org/project/h11) | 0.16.0 | A pure-Python, bring-your-own-I/O implementation of HTTP/1.1
+[h2](https://pypi.org/project/h2) | 4.4.1 | Pure-Python HTTP/2 protocol implementation
+[hatchling](https://pypi.org/project/hatchling) | 1.32.0 | Modern, extensible Python build backend
+[hf-xet](https://pypi.org/project/hf-xet) | 1.6.0 | Fast transfer of large files with the Hugging Face Hub.
+[hpack](https://pypi.org/project/hpack) | 4.2.0 | Pure-Python HPACK header encoding
+[html5lib](https://pypi.org/project/html5lib) | 1.1 | HTML parser based on the WHATWG HTML specification
+[httpcore](https://pypi.org/project/httpcore) | 1.0.9 | A minimal low-level HTTP client.
+[httpie](https://pypi.org/project/httpie) | 3.2.4 | HTTPie: modern, user-friendly command-line HTTP client for the API era.
+[httpx](https://pypi.org/project/httpx) | 0.28.1 | The next generation HTTP client.
+[hupper](https://pypi.org/project/hupper) | 1.12.1 | Integrated process monitor for developing and reloading daemons.
+[hypercorn](https://pypi.org/project/hypercorn) | 0.18.0 | A ASGI Server based on Hyper libraries and inspired by Gunicorn
+[hyperframe](https://pypi.org/project/hyperframe) | 6.1.0 | Pure-Python HTTP/2 framing
+[hypothesis](https://pypi.org/project/hypothesis) | 6.155.2 | The property-based testing library for Python
+[id](https://pypi.org/project/id) | 1.6.1 | A tool for generating OIDC identities
+[idna](https://pypi.org/project/idna) | 3.18 | Internationalized Domain Names in Applications (IDNA)
+[imageio](https://pypi.org/project/imageio) | 2.37.3 | Read and write images and video across all major formats. Supports scientific and volumetric data.
+[imagesize](https://pypi.org/project/imagesize) | 1.4.1 | Getting image size from png/jpeg/jpeg2000/gif file
+[importlib-metadata](https://pypi.org/project/importlib-metadata) | 8.7.1 | Read metadata from Python packages
+[iniconfig](https://pypi.org/project/iniconfig) | 2.3.0 | brain-dead simple config-ini parsing
+[intervaltree](https://pypi.org/project/intervaltree) | 3.2.1 | Editable interval tree data structure for Python 2 and 3
+[ipykernel](https://pypi.org/project/ipykernel) | 7.2.0 | IPython Kernel for Jupyter
+[ipython](https://pypi.org/project/ipython) | 9.15.0 | IPython: Productive Interactive Computing
+[ipython-pygments-lexers](https://pypi.org/project/ipython-pygments-lexers) | 1.1.1 | Defines a variety of Pygments lexers for highlighting IPython code.
+[isoduration](https://pypi.org/project/isoduration) | 20.11.0 | Operations with ISO 8601 durations
+[isort](https://pypi.org/project/isort) | 8.0.1 | A Python utility / library to sort Python imports.
+[itsdangerous](https://pypi.org/project/itsdangerous) | 2.2.0 | Safely pass data to untrusted environments and back.
+[jaraco-classes](https://pypi.org/project/jaraco-classes) | 3.4.0 | Utility functions for Python class constructs
+[jaraco-context](https://pypi.org/project/jaraco-context) | 6.1.2 | Useful decorators and context managers
+[jaraco-functools](https://pypi.org/project/jaraco-functools) | 4.6.0 | Functools like those found in stdlib
+[jedi](https://pypi.org/project/jedi) | 0.20.0 | An autocompletion tool for Python that can be used for text editors.
+[joblib](https://pypi.org/project/joblib) | 1.5.3 | Lightweight pipelining with Python functions
+[json5](https://pypi.org/project/json5) | 0.15.0 | A Python implementation of the JSON5 data format.
+[jsonpatch](https://pypi.org/project/jsonpatch) | 1.33 | Apply JSON-Patches (RFC 6902)
+[jsonpointer](https://pypi.org/project/jsonpointer) | 3.1.1 | Identify specific nodes in a JSON document (RFC 6901)
+[jsonschema](https://pypi.org/project/jsonschema) | 4.26.0 | An implementation of JSON Schema validation for Python
+[jsonschema-specifications](https://pypi.org/project/jsonschema-specifications) | 2025.9.1 | The JSON Schema meta-schemas and vocabularies, exposed as a Registry
+[julia](https://pypi.org/project/julia) | 0.6.2 | Julia/Python bridge with IPython support.
+[jupyter-client](https://pypi.org/project/jupyter-client) | 8.8.0 | Jupyter protocol implementation and client libraries
+[jupyter-core](https://pypi.org/project/jupyter-core) | 5.9.1 | Jupyter core package. A base package on which Jupyter projects rely.
+[lazy-loader](https://pypi.org/project/lazy-loader) | 0.5 | Makes it easy to load subpackages and functions on demand.
+[librt](https://pypi.org/project/librt) | 0.15.0 | Mypyc runtime library
+[lmfit](https://pypi.org/project/lmfit) | 1.3.4 | Least-Squares Minimization with Bounds and Constraints
+[locket](https://pypi.org/project/locket) | 1.0.0 | File-based locks for Python on Linux and Windows
+[logfire-api](https://pypi.org/project/logfire-api) | 4.33.0 | Shim for the Logfire SDK which does nothing unless Logfire is installed
+[markdown-it-py](https://pypi.org/project/markdown-it-py) | 4.2.0 | Python port of markdown-it. Markdown parsing, done right!
+[matplotlib-inline](https://pypi.org/project/matplotlib-inline) | 0.2.2 | Inline Matplotlib backend for Jupyter
+[maturin](https://pypi.org/project/maturin) | 1.14.1 | Build and publish crates with pyo3, cffi and uniffi bindings as well as rust binaries as python packages
+[mccabe](https://pypi.org/project/mccabe) | 0.7.0 | McCabe checker, plugin for flake8
+[mdurl](https://pypi.org/project/mdurl) | 0.1.2 | Markdown URL utilities
+[mercantile](https://pypi.org/project/mercantile) | 1.2.1 | Web mercator XYZ tile utilities
+[mistune](https://pypi.org/project/mistune) | 3.3.4 | A sane and fast Markdown parser with useful plugins and renderers
+[moocore](https://pypi.org/project/moocore) | 0.3.2 | Core Algorithms for Multi-Objective Optimization
+[more-itertools](https://pypi.org/project/more-itertools) | 11.1.0 | More routines for operating on iterables, beyond itertools
+[mpmath](https://pypi.org/project/mpmath) | 1.3.0 | Python library for arbitrary-precision floating-point arithmetic
+[msal](https://pypi.org/project/msal) | 1.37.0 | The Microsoft Authentication Library (MSAL) for Python library enables your app to access the Microsoft Cloud by supporting authentication of us
+[msal-extensions](https://pypi.org/project/msal-extensions) | 1.3.1 | Microsoft Authentication Library extensions (MSAL EX) provides a persistence API that can save your data on disk, encrypted on Windows, macOS an
+[multidict](https://pypi.org/project/multidict) | 6.7.1 | multidict implementation
+[mypy](https://pypi.org/project/mypy) | 2.3.0 | Optional static typing for Python
+[mypy-extensions](https://pypi.org/project/mypy-extensions) | 1.1.0 | Type system extensions for programs checked with the mypy type checker.
+[namex](https://pypi.org/project/namex) | 0.1.0 | A simple utility to separate the implementation of your Python package and its public API surface.
+[narwhals](https://pypi.org/project/narwhals) | 2.24.0 | Extremely lightweight compatibility layer between dataframe libraries
+[nest-asyncio](https://pypi.org/project/nest-asyncio) | 1.6.0 | Patch asyncio to allow nested event loops
+[networkx](https://pypi.org/project/networkx) | 3.6.1 | Python package for creating and manipulating graphs and networks
+[nh3](https://pypi.org/project/nh3) | 0.3.3 | Python binding to Ammonia HTML sanitizer Rust crate
+[numpy](https://pypi.org/project/numpy) | 2.5.2 | Fundamental package for array computing in Python
+[opencv-python](https://pypi.org/project/opencv-python) | 5.0.0.93 | Wrapper package for OpenCV python bindings.
+[opentelemetry-api](https://pypi.org/project/opentelemetry-api) | 1.41.1 | OpenTelemetry Python API
+[opentelemetry-semantic-conventions](https://pypi.org/project/opentelemetry-semantic-conventions) | 0.62b1 | OpenTelemetry Semantic Conventions
+[outcome](https://pypi.org/project/outcome) | 1.3.0.post0 | Capture the outcome of Python function calls.
+[packaging](https://pypi.org/project/packaging) | 26.2 | Core utilities for Python packages
+[pandocfilters](https://pypi.org/project/pandocfilters) | 1.5.1 | Utilities for writing pandoc filters in python
+[param](https://pypi.org/project/param) | 2.4.1 | Declarative parameters for robust Python classes and a rich API for reactive programming
+[parso](https://pypi.org/project/parso) | 0.8.7 | A Python Parser
+[partd](https://pypi.org/project/partd) | 1.4.2 | Appendable key-value storage
+[pathspec](https://pypi.org/project/pathspec) | 1.1.1 | Utility library for gitignore style pattern matching of file paths.
+[patsy](https://pypi.org/project/patsy) | 1.0.2 | A Python package for describing statistical models and for building design matrices.
+[pep8](https://pypi.org/project/pep8) | 1.7.1 | Python style guide checker
+[pexpect](https://pypi.org/project/pexpect) | 4.9.0 | Pexpect allows easy control of interactive console applications.
+[pg8000](https://pypi.org/project/pg8000) | 1.31.5 | PostgreSQL interface library
+[pickleshare](https://pypi.org/project/pickleshare) | 0.7.5 | Tiny 'shelve'-like database with concurrency support
+[pillow](https://pypi.org/project/pillow) | 12.3.0 | Python Imaging Library (fork)
+[pip](https://pypi.org/project/pip) | 26.2.1 | The PyPA recommended tool for installing Python packages.
+[pipdeptree](https://pypi.org/project/pipdeptree) | 3.1.0 | Command line utility to show dependency tree of packages.
+[platformdirs](https://pypi.org/project/platformdirs) | 4.10.0 | A small Python package for determining appropriate platform-specific dirs, e.g. a `user data dir`.
+[plotly](https://pypi.org/project/plotly) | 6.9.0 | An open-source interactive data visualization library for Python
+[pluggy](https://pypi.org/project/pluggy) | 1.6.0 | plugin and hook calling mechanisms for python
+[polars](https://pypi.org/project/polars) | 1.43.2 | Blazingly fast DataFrame library
+[polars-runtime-32](https://pypi.org/project/polars-runtime-32) | 1.43.2 | Blazingly fast DataFrame library
+[priority](https://pypi.org/project/priority) | 2.0.0 | A pure-Python implementation of the HTTP/2 priority tree
+[prometheus-client](https://pypi.org/project/prometheus-client) | 0.26.0 | Python client for the Prometheus monitoring system.
+[prompt-toolkit](https://pypi.org/project/prompt-toolkit) | 3.0.52 | Library for building powerful interactive command lines in Python
+[propcache](https://pypi.org/project/propcache) | 0.5.2 | Accelerated property cache
+[protobuf](https://pypi.org/project/protobuf) | 7.35.1 | 
+[psutil](https://pypi.org/project/psutil) | 7.2.2 | Cross-platform lib for process and system monitoring.
+[psygnal](https://pypi.org/project/psygnal) | 0.15.1 | Fast python callback/event system modeled after Qt Signals
+[ptpython](https://pypi.org/project/ptpython) | 3.0.32 | Python REPL build on top of prompt_toolkit
+[ptyprocess](https://pypi.org/project/ptyprocess) | 0.7.0 | Run a subprocess in a pseudo terminal
+[pure-eval](https://pypi.org/project/pure-eval) | 0.2.3 | Safely evaluate AST nodes without side effects
+[pyasn1](https://pypi.org/project/pyasn1) | 0.6.4 | Pure-Python implementation of ASN.1 types and DER/BER/CER codecs (X.208)
+[pyasn1-modules](https://pypi.org/project/pyasn1-modules) | 0.4.2 | A collection of ASN.1-based protocols modules
+[pybind11](https://pypi.org/project/pybind11) | 3.1.0 | Seamless operability between C++11 and Python
+[pycodestyle](https://pypi.org/project/pycodestyle) | 2.14.0 | Python style guide checker
+[pycparser](https://pypi.org/project/pycparser) | 3.0 | C parser in Python
+[pydocstyle](https://pypi.org/project/pydocstyle) | 6.3.0 | Python docstring style checker
+[pydot](https://pypi.org/project/pydot) | 4.0.1 | Python interface to Graphviz's Dot
+[pyflakes](https://pypi.org/project/pyflakes) | 3.4.0 | passive checker of Python programs
+[pygments](https://pypi.org/project/pygments) | 2.20.0 | Pygments is a syntax highlighting package written in Python.
+[pyjwt](https://pypi.org/project/pyjwt) | 2.13.0 | JSON Web Token implementation in Python
+[pylint](https://pypi.org/project/pylint) | 4.0.6 | python code static checker
+[pylint-venv](https://pypi.org/project/pylint-venv) | 3.0.4 | pylint-venv provides a Pylint init-hook to use the same Pylint installation with different virtual environments.
+[pynacl](https://pypi.org/project/pynacl) | 1.6.2 | Python binding to the Networking and Cryptography (NaCl) library
+[pyomo](https://pypi.org/project/pyomo) | 6.10.1 | The Pyomo optimization modeling framework
+[pypandoc](https://pypi.org/project/pypandoc) | 1.15 | Thin wrapper for pandoc.
+[pyparsing](https://pypi.org/project/pyparsing) | 3.3.2 | pyparsing - Classes and methods to define and execute parsing grammars
+[pypdf](https://pypi.org/project/pypdf) | 6.16.2 | A pure-python PDF library capable of splitting, merging, cropping, and transforming PDF files
+[pyperclip](https://pypi.org/project/pyperclip) | 1.11.0 | A cross-platform clipboard module for Python. (Only handles plain text for now.)
+[pyproject-hooks](https://pypi.org/project/pyproject-hooks) | 1.2.0 | Wrappers to call pyproject.toml-based build backend hooks.
+[pyserial](https://pypi.org/project/pyserial) | 3.5 | Python Serial Port Extension
+[pysocks](https://pypi.org/project/pysocks) | 1.7.1 | A Python SOCKS client module. See https://github.com/Anorov/PySocks for more information.
+[pyspnego](https://pypi.org/project/pyspnego) | 0.12.0 | Windows Negotiate Authentication Client and Server
+[pytest](https://pypi.org/project/pytest) | 9.0.3 | pytest: simple powerful testing with Python
+[python-barcode](https://pypi.org/project/python-barcode) | 0.16.1 | Create standard barcodes with Python. No external modules needed. (optional Pillow support included).
+[python-dateutil](https://pypi.org/project/python-dateutil) | 2.9.0.post0 | Extensions to the standard Python datetime module
+[python-dotenv](https://pypi.org/project/python-dotenv) | 1.2.2 | Read key-value pairs from a .env file and set them as environment variables
+[python-json-logger](https://pypi.org/project/python-json-logger) | 4.1.0 | JSON Log Formatter for the Python Logging Package
+[python-multipart](https://pypi.org/project/python-multipart) | 0.0.32 | A streaming multipart parser for Python
+[python-slugify](https://pypi.org/project/python-slugify) | 8.0.4 | A Python slugify application that also handles Unicode
+[pytokens](https://pypi.org/project/pytokens) | 0.4.1 | A Fast, spec compliant Python 3.14+ tokenizer that runs on older Pythons.
+[pytoolconfig](https://pypi.org/project/pytoolconfig) | 1.3.1 | Python tool configuration
+[pyuca](https://pypi.org/project/pyuca) | 1.2 | a Python implementation of the Unicode Collation Algorithm
+[pyusb](https://pypi.org/project/pyusb) | 1.3.1 | Easy USB access for Python
+[pyvisa](https://pypi.org/project/pyvisa) | 1.16.2 | Python VISA bindings for GPIB, RS232, TCPIP and USB instruments
+[pyviz-comms](https://pypi.org/project/pyviz-comms) | 3.0.6 | A JupyterLab extension for rendering HoloViz content.
+[pywin32](https://pypi.org/project/pywin32) | 312 | Python for Windows Extensions
+[pyzmq](https://pypi.org/project/pyzmq) | 27.1.0 | Python bindings for 0MQ
+[qrcode](https://pypi.org/project/qrcode) | 8.2 | QR Code image generator
+[readme-renderer](https://pypi.org/project/readme-renderer) | 44.0 | readme_renderer is a library for rendering readme descriptions for Warehouse
+[referencing](https://pypi.org/project/referencing) | 0.37.0 | JSON Referencing + Python
+[reportlab](https://pypi.org/project/reportlab) | 5.0.0 | The Reportlab Toolkit
+[requests](https://pypi.org/project/requests) | 2.34.2 | Python HTTP for Humans.
+[requests-ntlm](https://pypi.org/project/requests-ntlm) | 1.3.0 | This package allows for HTTP NTLM authentication using the requests library.
+[requests-toolbelt](https://pypi.org/project/requests-toolbelt) | 1.0.0 | A utility belt for advanced users of python-requests
+[rfc3339-validator](https://pypi.org/project/rfc3339-validator) | 0.1.4 | A pure python RFC3339 validator
+[rfc3986](https://pypi.org/project/rfc3986) | 2.0.0 | Validating URI References per RFC 3986
+[rfc3986-validator](https://pypi.org/project/rfc3986-validator) | 0.1.1 | Pure python rfc3986 validator
+[rich](https://pypi.org/project/rich) | 15.0.0 | Render rich text, tables, progress bars, syntax highlighting, markdown and more to the terminal
+[roman-numerals](https://pypi.org/project/roman-numerals) | 4.1.0 | Manipulate well-formed Roman numerals
+[rope](https://pypi.org/project/rope) | 1.14.0 | a python refactoring library...
+[rpds-py](https://pypi.org/project/rpds-py) | 2026.6.3 | Python bindings to Rust's persistent data structures (rpds)
+[rsa](https://pypi.org/project/rsa) | 4.9.1 | Pure-Python RSA implementation
+[rtree](https://pypi.org/project/rtree) | 1.4.1 | R-Tree spatial index for Python GIS
+[ruff](https://pypi.org/project/ruff) | 0.16.1 | An extremely fast Python linter and code formatter, written in Rust.
+[rx](https://pypi.org/project/rx) | 3.2.0 | Reactive Extensions (Rx) for Python
+[scipy](https://pypi.org/project/scipy) | 1.18.1 | Fundamental algorithms for scientific computing in Python
+[scramp](https://pypi.org/project/scramp) | 1.4.17 | An implementation of the SCRAM protocol.
+[send2trash](https://pypi.org/project/send2trash) | 2.1.0 | Send file to trash natively under Mac OS X, Windows and Linux
+[setuptools](https://pypi.org/project/setuptools) | 83.0.0 | Most extensible Python build backend with support for C/C++ extension modules
+[shellingham](https://pypi.org/project/shellingham) | 1.5.4 | Tool to Detect Surrounding Shell
+[simpy](https://pypi.org/project/simpy) | 4.1.2 | Event discrete, process based simulation for Python.
+[six](https://pypi.org/project/six) | 1.17.0 | Python 2 and 3 compatibility utilities
+[smmap](https://pypi.org/project/smmap) | 5.0.3 | A pure Python implementation of a sliding window memory map manager
+[sniffio](https://pypi.org/project/sniffio) | 1.3.1 | Sniff out which async library your code is running under
+[snowballstemmer](https://pypi.org/project/snowballstemmer) | 3.1.1 | This package provides 36 stemmers for 34 languages generated from Snowball algorithms.
+[sortedcontainers](https://pypi.org/project/sortedcontainers) | 2.4.0 | Sorted Containers -- Sorted List, Sorted Dict, Sorted Set
+[sounddevice](https://pypi.org/project/sounddevice) | 0.5.5 | Play and Record Sound with Python
+[soundfile](https://pypi.org/project/soundfile) | 0.14.0 | An audio library based on libsndfile, CFFI and NumPy
+[soupsieve](https://pypi.org/project/soupsieve) | 2.9.2 | A modern CSS selector implementation for Beautiful Soup.
+[sqlalchemy](https://pypi.org/project/sqlalchemy) | 2.0.51 | Database Abstraction Library
+[sqlite-bro](https://pypi.org/project/sqlite-bro) | 1.3.2 | a graphic SQLite and DuckDB Client in 1 Python file
+[sqlite-fts4](https://pypi.org/project/sqlite-fts4) | 1.0.3 | Python functions for working with SQLite FTS4 search
+[sqlite-utils](https://pypi.org/project/sqlite-utils) | 4.1.1 | CLI tool and Python library for manipulating SQLite databases
+[sqlparse](https://pypi.org/project/sqlparse) | 0.6.0 | A non-validating SQL parser.
+[squarify](https://pypi.org/project/squarify) | 0.4.4 | Pure Python implementation of the squarify treemap layout algorithm
+[sse-starlette](https://pypi.org/project/sse-starlette) | 3.4.8 | SSE plugin for Starlette
+[sspilib](https://pypi.org/project/sspilib) | 0.5.0 | SSPI API bindings for Python
+[stack-data](https://pypi.org/project/stack-data) | 0.6.3 | Extract data from python stack frames and tracebacks for informative displays
+[starlette](https://pypi.org/project/starlette) | 1.6.0 | The little ASGI library that shines.
+[sympy](https://pypi.org/project/sympy) | 1.14.0 | Computer algebra system (CAS) in Python
+[tabulate](https://pypi.org/project/tabulate) | 0.10.0 | Pretty-print tabular data
+[tenacity](https://pypi.org/project/tenacity) | 9.1.4 | Retry code until it succeeds
+[termcolor](https://pypi.org/project/termcolor) | 3.3.0 | ANSI color formatting for output in terminal
+[text-unidecode](https://pypi.org/project/text-unidecode) | 1.3 | The most basic Text::Unidecode port
+[textdistance](https://pypi.org/project/textdistance) | 4.6.3 | Compute distance between the two texts.
+[threadpoolctl](https://pypi.org/project/threadpoolctl) | 3.6.0 | threadpoolctl
+[three-merge](https://pypi.org/project/three-merge) | 0.1.1 | Simple library for merging two strings with respect to a base one
+[tifffile](https://pypi.org/project/tifffile) | 2026.4.11 | Read and write TIFF files
+[tinycss2](https://pypi.org/project/tinycss2) | 1.5.1 | A tiny CSS parser
+[toml](https://pypi.org/project/toml) | 0.10.2 | Python Library for Tom's Obvious, Minimal Language
+[tomli-w](https://pypi.org/project/tomli-w) | 1.2.0 | A lil' TOML writer
+[tomlkit](https://pypi.org/project/tomlkit) | 0.15.1 | Style preserving TOML library
+[toolz](https://pypi.org/project/toolz) | 1.1.0 | List processing tools and functional utilities
+[tornado](https://pypi.org/project/tornado) | 6.5.8 | Tornado is a Python web framework and asynchronous networking library, originally developed at FriendFeed.
+[tqdm](https://pypi.org/project/tqdm) | 4.70.0 | Fast, Extensible Progress Meter
+[traitlets](https://pypi.org/project/traitlets) | 5.15.1 | Traitlets Python configuration system
+[traittypes](https://pypi.org/project/traittypes) | 0.2.3 | Scipy trait types
+[trio](https://pypi.org/project/trio) | 0.34.0 | A friendly Python library for async concurrency and I/O
+[trove-classifiers](https://pypi.org/project/trove-classifiers) | 2026.6.1.19 | Canonical source for classifiers on PyPI (pypi.org).
+[typer](https://pypi.org/project/typer) | 0.25.1 | Typer, build great CLIs. Easy to code. Based on Python type hints.
+[types-requests](https://pypi.org/project/types-requests) | 2.33.0.20260712 | Typing stubs for requests
+[typing-extensions](https://pypi.org/project/typing-extensions) | 4.16.0 | Backported and Experimental Type Hints for Python 3.9+
+[typing-inspection](https://pypi.org/project/typing-inspection) | 0.4.2 | Runtime typing introspection tools
+[tzdata](https://pypi.org/project/tzdata) | 2026.3 | Provider of IANA time zone data
+[tzlocal](https://pypi.org/project/tzlocal) | 5.3.1 | tzinfo object for the local timezone
+[uncertainties](https://pypi.org/project/uncertainties) | 3.2.3 | calculations with values with uncertainties, error propagation
+[uri-template](https://pypi.org/project/uri-template) | 1.3.0 | RFC 6570 URI Template Processor
+[urllib3](https://pypi.org/project/urllib3) | 2.7.0 | HTTP library with thread-safe connection pooling, file post, and more.
+[uvicorn](https://pypi.org/project/uvicorn) | 0.51.0 | The lightning-fast ASGI server.
+[waitress](https://pypi.org/project/waitress) | 3.0.2 | Waitress WSGI server
+[watchdog](https://pypi.org/project/watchdog) | 6.0.0 | Filesystem events monitoring
+[wcwidth](https://pypi.org/project/wcwidth) | 0.7.0 | Measures the displayed width of unicode strings in a terminal
+[webcolors](https://pypi.org/project/webcolors) | 25.10.0 | A library for working with the color formats defined by HTML and CSS.
+[webencodings](https://pypi.org/project/webencodings) | 0.5.1 | Character encoding aliases for legacy web content
+[websocket-client](https://pypi.org/project/websocket-client) | 1.9.0 | WebSocket client for Python with low level API options
+[websockets](https://pypi.org/project/websockets) | 15.0.1 | An implementation of the WebSocket Protocol (RFC 6455 & 7692)
+[whatthepatch](https://pypi.org/project/whatthepatch) | 1.0.7 | A patch parsing and application library.
+[wheel](https://pypi.org/project/wheel) | 0.47.0 | Command line tool for manipulating wheel files
+[wppm](https://pypi.org/project/wppm) | 17.12.20260816 | pip companion: extras-aware dependency trees, offline wheelhouses, portable Pythons
+[wsproto](https://pypi.org/project/wsproto) | 1.3.2 | Pure-Python WebSocket protocol implementation
+[xlsxwriter](https://pypi.org/project/xlsxwriter) | 3.2.9 | A Python module for creating Excel XLSX files.
+[yapf](https://pypi.org/project/yapf) | 0.43.0 | A formatter for Python code
+[yarl](https://pypi.org/project/yarl) | 1.24.5 | Yet another URL library
+[yt-dlp](https://pypi.org/project/yt-dlp) | 2026.7.4 | A feature-rich command-line audio/video downloader
+[zipp](https://pypi.org/project/zipp) | 4.1.0 | Backport of pathlib-compatible object wrapper for zip files
+
+
+### WheelHouse packages
+
+Name | Version | Description
+-----|---------|------------
+
+
+
diff --git a/changelogs/WinPythonslim-64bit-3.15.0.5b1_History.md b/changelogs/WinPythonslim-64bit-3.15.0.5b1_History.md
new file mode 100644
index 00000000..0e2833fb
--- /dev/null
+++ b/changelogs/WinPythonslim-64bit-3.15.0.5b1_History.md
@@ -0,0 +1,74 @@
+## History of changes for WinPython-64bit 3.15.0.5b1slim
+
+The following changes were made to WinPython-64bit distribution since version 3.15.0.4slim.
+
+
+
+### Tools
+
+
+Upgraded packages:
+
+### Python packages
+
+
+New packages:
+  * clarabel 0.11.1 (Clarabel Conic Interior Point Solver for Rust / Python)
+  * lmfit 1.3.4 (Least-Squares Minimization with Bounds and Constraints)
+  * scipy 1.18.1 (Fundamental algorithms for scientific computing in Python)
+
+Upgraded packages:
+  * aiohappyeyeballs 2.6.1 → 2.7.1 (Happy Eyeballs for asyncio)
+  * asgiref 3.11.0 → 3.12.1 (ASGI specs, helper code, and adapters)
+  * asteval 1.0.6 → 1.0.9 (Safe, minimalistic evaluator of python expression using ast module)
+  * asttokens 3.0.1 → 3.0.2 (Annotate AST trees with source code positions)
+  * asyncssh 2.23.1 → 2.24.0 (AsyncSSH: Asynchronous SSHv2 client and server library)
+  * beautifulsoup4 4.14.3 → 4.15.0 (Screen-scraping library)
+  * binaryornot 0.4.4 → 0.6.0 (Ultra-lightweight pure Python package to check if a file is binary or text.)
+  * bleach 6.3.0 → 6.4.0 (An easy safelist-based HTML-sanitizing tool.)
+  * cattrs 25.3.0 → 26.1.0 (Composable complex class support for attrs and dataclasses.)
+  * colorlog 6.10.1 → 6.12.0 (Add colours to the output of Python's logging module.)
+  * cryptography 46.0.7 → 50.0.0 (cryptography is a package which provides cryptographic recipes and primitives to Python developers.)
+  * cython 3.3.0a1 → 3.3.0 (The Cython compiler for writing C extensions in the Python language.)
+  * debugpy 1.8.20 → 1.8.21 (An implementation of the Debug Adapter Protocol for Python)
+  * decorator 5.2.1 → 5.3.1 (Decorators for Humans)
+  * gitpython 3.1.46 → 3.1.59 (GitPython is a Python library used to interact with Git repositories)
+  * h2 4.3.0 → 4.4.1 (Pure-Python HTTP/2 protocol implementation)
+  * hpack 4.1.0 → 4.2.0 (Pure-Python HPACK header encoding)
+  * id 1.5.0 → 1.6.1 (A tool for generating OIDC identities)
+  * imageio 2.37.2 → 2.37.3 (Read and write images and video across all major formats. Supports scientific and volumetric data.)
+  * json5 0.14.0 → 0.15.0 (A Python implementation of the JSON5 data format.)
+  * mistune 3.2.1 → 3.3.4 (A sane and fast Markdown parser with useful plugins and renderers)
+  * moocore 0.2.0 → 0.3.2 (Core Algorithms for Multi-Objective Optimization)
+  * msal 1.36.0 → 1.37.0 (The Microsoft Authentication Library (MSAL) for Python library enables your app to access the Microsoft Cloud by supporting authentication of us)
+  * narwhals 2.23.0 → 2.24.0 (Extremely lightweight compatibility layer between dataframe libraries)
+  * param 2.4.0 → 2.4.1 (Declarative parameters for robust Python classes and a rich API for reactive programming)
+  * psutil 7.2.1 → 7.2.2 (Cross-platform lib for process and system monitoring.)
+  * pyasn1 0.6.3 → 0.6.4 (Pure-Python implementation of ASN.1 types and DER/BER/CER codecs (X.208))
+  * pybind11 3.0.4 → 3.1.0 (Seamless operability between C++11 and Python)
+  * pygments 2.19.2 → 2.20.0 (Pygments is a syntax highlighting package written in Python.)
+  * pyjwt 2.10.1 → 2.13.0 (JSON Web Token implementation in Python)
+  * pypdf 6.10.2 → 6.16.2 (A pure-python PDF library capable of splitting, merging, cropping, and transforming PDF files)
+  * pyvisa 1.15.0 → 1.16.2 (Python VISA bindings for GPIB, RS232, TCPIP and USB instruments)
+  * scramp 1.4.8 → 1.4.17 (An implementation of the SCRAM protocol.)
+  * simpy 4.1.1 → 4.1.2 (Event discrete, process based simulation for Python.)
+  * soundfile 0.13.1 → 0.14.0 (An audio library based on libsndfile, CFFI and NumPy)
+  * soupsieve 2.8.3 → 2.9.2 (A modern CSS selector implementation for Beautiful Soup.)
+  * sqlparse 0.5.5 → 0.6.0 (A non-validating SQL parser.)
+  * starlette 1.3.1 → 1.6.0 (The little ASGI library that shines.)
+  * tinycss2 1.4.0 → 1.5.1 (A tiny CSS parser)
+  * tomlkit 0.15.0 → 0.15.1 (Style preserving TOML library)
+  * tornado 6.5.7 → 6.5.8 (Tornado is a Python web framework and asynchronous networking library, originally developed at FriendFeed.)
+  * tqdm 4.67.3 → 4.70.0 (Fast, Extensible Progress Meter)
+  * traitlets 5.14.3 → 5.15.1 (Traitlets Python configuration system)
+  * tzdata 2025.3 → 2026.3 (Provider of IANA time zone data)
+  * zipp 3.23.0 → 4.1.0 (Backport of pathlib-compatible object wrapper for zip files)
+
+### WheelHouse packages
+
+
+No differences found.
+
+
+
+* * *
diff --git a/changelogs/WinPythonslim-64bit-3.15.0.5b2.md b/changelogs/WinPythonslim-64bit-3.15.0.5b2.md
new file mode 100644
index 00000000..21bd4730
--- /dev/null
+++ b/changelogs/WinPythonslim-64bit-3.15.0.5b2.md
@@ -0,0 +1,434 @@
+## WinPython 3.15.0.5slim
+
+The following packages are included in WinPython-64bit v3.15.0.5slim b2.
+
+
+### Tools
+
+Name | Version | Description
+-----|---------|------------
+[Pandoc](https://pandoc.org) | 3.1.9 | an universal document converter
+[Python](http://www.python.org/) | 3.15.0rc2 | Python programming language with standard library
+
+
+### Python packages
+
+Name | Version | Description
+-----|---------|------------
+[absl-py](https://pypi.org/project/absl-py) | 2.5.0 | Abseil Python Common Libraries, see https://github.com/abseil/abseil-py.
+[aiofiles](https://pypi.org/project/aiofiles) | 25.1.0 | File support for asyncio.
+[aiohappyeyeballs](https://pypi.org/project/aiohappyeyeballs) | 2.7.1 | Happy Eyeballs for asyncio
+[aiosignal](https://pypi.org/project/aiosignal) | 1.4.0 | aiosignal: a list of registered asynchronous callbacks
+[aiosqlite](https://pypi.org/project/aiosqlite) | 0.22.1 | asyncio bridge to the standard sqlite3 module
+[alabaster](https://pypi.org/project/alabaster) | 1.0.0 | A light, configurable Sphinx theme
+[annotated-doc](https://pypi.org/project/annotated-doc) | 0.0.5 | Document parameters, class attributes, return types, and variables inline, with Annotated.
+[annotated-types](https://pypi.org/project/annotated-types) | 0.8.0 | Reusable constraint types to use with typing.Annotated
+[anyio](https://pypi.org/project/anyio) | 4.14.2 | High-level concurrency and networking framework on top of asyncio or Trio
+[appdirs](https://pypi.org/project/appdirs) | 1.4.4 | A small Python module for determining appropriate platform-specific dirs, e.g. a "user data dir".
+[argcomplete](https://pypi.org/project/argcomplete) | 3.7.2 | Bash tab completion for argparse
+[argon2-cffi](https://pypi.org/project/argon2-cffi) | 25.1.0 | Argon2 for Python
+[argon2-cffi-bindings](https://pypi.org/project/argon2-cffi-bindings) | 25.1.0 | Low-level CFFI bindings for Argon2
+[array-api-compat](https://pypi.org/project/array-api-compat) | 1.15.0 | A wrapper around NumPy and other array libraries to make them compatible with the Array API standard
+[arrow](https://pypi.org/project/arrow) | 1.4.0 | Better dates & times for Python
+[asgi-csrf](https://pypi.org/project/asgi-csrf) | 0.11 | ASGI middleware for protecting against CSRF attacks
+[asgiref](https://pypi.org/project/asgiref) | 3.12.1 | ASGI specs, helper code, and adapters
+[asn1crypto](https://pypi.org/project/asn1crypto) | 1.5.1 | Fast ASN.1 parser and serializer with definitions for private keys, public keys, certificates, CRL, OCSP, CMS, PKCS#3, PKCS#7, PKCS#8, PKCS#12,
+[ast-serialize](https://pypi.org/project/ast-serialize) | 0.8.0 | Python bindings for mypy AST serialization
+[asteval](https://pypi.org/project/asteval) | 1.0.9 | Safe, minimalistic evaluator of python expression using ast module
+[astroid](https://pypi.org/project/astroid) | 4.0.4 | An abstract syntax tree for Python with inference support.
+[asttokens](https://pypi.org/project/asttokens) | 3.0.2 | Annotate AST trees with source code positions
+[async-lru](https://pypi.org/project/async-lru) | 2.3.0 | Simple LRU cache for asyncio
+[asyncssh](https://pypi.org/project/asyncssh) | 2.24.0 | AsyncSSH: Asynchronous SSHv2 client and server library
+[attrs](https://pypi.org/project/attrs) | 26.1.0 | Classes Without Boilerplate
+[authlib](https://pypi.org/project/authlib) | 1.7.2 | The ultimate Python library in building OAuth and OpenID Connect servers and clients.
+[autopep8](https://pypi.org/project/autopep8) | 2.3.2 | A tool that automatically formats Python code to conform to the PEP 8 style guide
+[azure-core](https://pypi.org/project/azure-core) | 1.41.0 | Microsoft Azure Core Library for Python
+[azure-cosmos](https://pypi.org/project/azure-cosmos) | 4.16.1 | Microsoft Azure Cosmos Client Library for Python
+[azure-identity](https://pypi.org/project/azure-identity) | 1.25.3 | Microsoft Azure Identity Library for Python
+[babel](https://pypi.org/project/babel) | 2.18.0 | Internationalization utilities
+[baresql](https://pypi.org/project/baresql) | 1.0.0 | playing SQL directly on Python datas
+[bcrypt](https://pypi.org/project/bcrypt) | 5.0.0 | Modern password hashing for your software and your servers
+[beartype](https://pypi.org/project/beartype) | 0.22.9 | Unbearably fast near-real-time pure-Python runtime-static type-checker.
+[beautifulsoup4](https://pypi.org/project/beautifulsoup4) | 4.15.0 | Screen-scraping library
+[binaryornot](https://pypi.org/project/binaryornot) | 0.6.0 | Ultra-lightweight pure Python package to check if a file is binary or text.
+[black](https://pypi.org/project/black) | 26.5.1 | The uncompromising code formatter.
+[bleach](https://pypi.org/project/bleach) | 6.4.0 | An easy safelist-based HTML-sanitizing tool.
+[blinker](https://pypi.org/project/blinker) | 1.9.0 | Fast, simple object-to-object and broadcast signaling
+[build](https://pypi.org/project/build) | 1.5.0 | A simple, correct Python build frontend
+[cachetools](https://pypi.org/project/cachetools) | 7.1.4 | Extensible memoizing collections and decorators
+[cattrs](https://pypi.org/project/cattrs) | 26.1.0 | Composable complex class support for attrs and dataclasses.
+[certifi](https://pypi.org/project/certifi) | 2026.1.4 | Python package for providing Mozilla's CA Bundle.
+[cffi](https://pypi.org/project/cffi) | 2.1.1 | Foreign Function Interface for Python calling C code.
+[chardet](https://pypi.org/project/chardet) | 5.2.0 | Universal encoding detector for Python 3
+[charset-normalizer](https://pypi.org/project/charset-normalizer) | 3.4.4 | The Real First Universal Charset Detector. Open, modern and actively maintained alternative to Chardet.
+[clarabel](https://pypi.org/project/clarabel) | 0.11.1 | Clarabel Conic Interior Point Solver for Rust / Python
+[click](https://pypi.org/project/click) | 8.4.2 | Composable command line interface toolkit
+[click-default-group](https://pypi.org/project/click-default-group) | 1.2.4 | click_default_group
+[cloudpickle](https://pypi.org/project/cloudpickle) | 3.1.2 | Pickler class to extend the standard pickle.Pickler functionality
+[colorama](https://pypi.org/project/colorama) | 0.4.6 | Cross-platform colored terminal text.
+[colorcet](https://pypi.org/project/colorcet) | 3.2.1 | Collection of perceptually uniform colormaps
+[colorlog](https://pypi.org/project/colorlog) | 6.12.0 | Add colours to the output of Python's logging module.
+[comm](https://pypi.org/project/comm) | 0.2.3 | Jupyter Python Comm implementation, for usage in ipykernel, xeus-python etc.
+[contourpy](https://pypi.org/project/contourpy) | 1.4.0 | Python library for calculating contours of 2D quadrilateral grids
+[cryptography](https://pypi.org/project/cryptography) | 50.0.0 | cryptography is a package which provides cryptographic recipes and primitives to Python developers.
+[cycler](https://pypi.org/project/cycler) | 0.12.1 | Composable style cycles
+[cython](https://pypi.org/project/cython) | 3.3.0 | The Cython compiler for writing C extensions in the Python language.
+[datashader](https://pypi.org/project/datashader) | 0.19.1 | Data visualization toolchain based on aggregating into a grid
+[deap](https://pypi.org/project/deap) | 1.4.4 | Distributed Evolutionary Algorithms in Python
+[debugpy](https://pypi.org/project/debugpy) | 1.8.21 | An implementation of the Debug Adapter Protocol for Python
+[decorator](https://pypi.org/project/decorator) | 5.3.1 | Decorators for Humans
+[defusedxml](https://pypi.org/project/defusedxml) | 0.7.1 | XML bomb protection for Python stdlib modules
+[diff-match-patch](https://pypi.org/project/diff-match-patch) | 20241021 | Repackaging of Google's Diff Match and Patch libraries.
+[dill](https://pypi.org/project/dill) | 0.4.1 | serialize all of Python
+[distro](https://pypi.org/project/distro) | 1.9.0 | Distro - an OS platform information API
+[dnspython](https://pypi.org/project/dnspython) | 2.8.0 | DNS toolkit
+[docstring-parser](https://pypi.org/project/docstring-parser) | 0.18.0 | Parse Python docstrings in reST, Google and Numpydoc format
+[docstring-to-markdown](https://pypi.org/project/docstring-to-markdown) | 0.17 | On the fly conversion of Python docstrings to markdown
+[docutils](https://pypi.org/project/docutils) | 0.22.4 | Docutils -- Python Documentation Utilities
+[email-validator](https://pypi.org/project/email-validator) | 2.3.0 | A robust email address syntax and deliverability validation library.
+[entrypoints](https://pypi.org/project/entrypoints) | 0.4 | Discover and load entry points from installed packages.
+[et-xmlfile](https://pypi.org/project/et-xmlfile) | 2.0.0 | An implementation of lxml.xmlfile for the standard library
+[eval-type-backport](https://pypi.org/project/eval-type-backport) | 0.3.1 | Like `typing._eval_type`, but lets older Python versions use newer typing features.
+[exceptiongroup](https://pypi.org/project/exceptiongroup) | 1.3.1 | Backport of PEP 654 (exception groups)
+[executing](https://pypi.org/project/executing) | 2.2.1 | Get the currently executing AST node of a frame, and other information
+[faker](https://pypi.org/project/faker) | 40.28.1 | Faker is a Python package that generates fake data for you.
+[fastapi](https://pypi.org/project/fastapi) | 0.141.1 | FastAPI framework, high performance, easy to learn, fast to code, ready for production
+[fastjsonschema](https://pypi.org/project/fastjsonschema) | 2.21.2 | Fastest Python implementation of JSON schema
+[filelock](https://pypi.org/project/filelock) | 3.32.2 | A platform independent file lock.
+[flake8](https://pypi.org/project/flake8) | 7.3.0 | the modular source code checker: pep8 pyflakes and co
+[flatbuffers](https://pypi.org/project/flatbuffers) | 25.12.19 | The FlatBuffers serialization format for Python
+[flexcache](https://pypi.org/project/flexcache) | 0.3 | Saves and loads to the cache a transformed versions of a source object.
+[flexparser](https://pypi.org/project/flexparser) | 0.4 | Parsing made fun ... using typing.
+[flit](https://pypi.org/project/flit) | 3.12.0 | A simple packaging tool for simple packages.
+[flit-core](https://pypi.org/project/flit-core) | 4.0.2 | Distribution-building parts of Flit. See flit package for more information
+[fonttools](https://pypi.org/project/fonttools) | 4.65.0 | Tools to manipulate font files
+[formulaic](https://pypi.org/project/formulaic) | 1.2.2 | An implementation of Wilkinson formulas.
+[foundry-local-sdk](https://pypi.org/project/foundry-local-sdk) | 0.5.1 | Foundry Local Manager Python SDK: Control-plane SDK for Foundry Local.
+[fqdn](https://pypi.org/project/fqdn) | 1.5.1 | Validates fully-qualified domain names against RFC 1123, so that they are acceptable to modern bowsers
+[frozenlist](https://pypi.org/project/frozenlist) | 1.8.0 | A list-like structure which implements collections.abc.MutableSequence
+[fsspec](https://pypi.org/project/fsspec) | 2026.7.0 | File-system specification
+[fuzzywuzzy](https://pypi.org/project/fuzzywuzzy) | 0.18.0 | Fuzzy string matching in python
+[genai-prices](https://pypi.org/project/genai-prices) | 0.0.60 | Calculate prices for calling LLM inference APIs.
+[geographiclib](https://pypi.org/project/geographiclib) | 2.1 | The geodesic routines from GeographicLib
+[geopy](https://pypi.org/project/geopy) | 2.4.1 | Python Geocoding Toolbox
+[gitdb](https://pypi.org/project/gitdb) | 4.0.12 | Git Object Database
+[gitpython](https://pypi.org/project/gitpython) | 3.1.62 | GitPython is a Python library used to interact with Git repositories
+[google-auth](https://pypi.org/project/google-auth) | 2.56.3 | Google Authentication Library
+[graphene](https://pypi.org/project/graphene) | 3.4.3 | GraphQL Framework for Python
+[graphql-core](https://pypi.org/project/graphql-core) | 3.2.11 | GraphQL implementation for Python, a port of GraphQL.js, the JavaScript reference implementation for GraphQL.
+[graphql-relay](https://pypi.org/project/graphql-relay) | 3.2.0 | Relay library for graphql-core
+[greenlet](https://pypi.org/project/greenlet) | 3.5.5 | Lightweight in-process concurrent programming
+[griffe](https://pypi.org/project/griffe) | 1.15.0 | Signatures for entire Python programs.
+[griffelib](https://pypi.org/project/griffelib) | 2.1.0 | Signatures for entire Python programs.
+[h11](https://pypi.org/project/h11) | 0.16.0 | A pure-Python, bring-your-own-I/O implementation of HTTP/1.1
+[h2](https://pypi.org/project/h2) | 4.4.1 | Pure-Python HTTP/2 protocol implementation
+[hatchling](https://pypi.org/project/hatchling) | 1.32.0 | Modern, extensible Python build backend
+[hf-xet](https://pypi.org/project/hf-xet) | 1.6.0 | Fast transfer of large files with the Hugging Face Hub.
+[hpack](https://pypi.org/project/hpack) | 4.2.0 | Pure-Python HPACK header encoding
+[html5lib](https://pypi.org/project/html5lib) | 1.1 | HTML parser based on the WHATWG HTML specification
+[httpcore](https://pypi.org/project/httpcore) | 1.0.9 | A minimal low-level HTTP client.
+[httpcore2](https://pypi.org/project/httpcore2) | 2.13.0 | A minimal low-level HTTP client.
+[httpie](https://pypi.org/project/httpie) | 3.2.4 | HTTPie: modern, user-friendly command-line HTTP client for the API era.
+[httpx](https://pypi.org/project/httpx) | 0.28.1 | The next generation HTTP client.
+[httpx-sse](https://pypi.org/project/httpx-sse) | 0.4.3 | Consume Server-Sent Event (SSE) messages with HTTPX.
+[httpx2](https://pypi.org/project/httpx2) | 2.13.0 | The next generation HTTP client.
+[hupper](https://pypi.org/project/hupper) | 1.12.1 | Integrated process monitor for developing and reloading daemons.
+[hypercorn](https://pypi.org/project/hypercorn) | 0.18.0 | A ASGI Server based on Hyper libraries and inspired by Gunicorn
+[hyperframe](https://pypi.org/project/hyperframe) | 6.1.0 | Pure-Python HTTP/2 framing
+[hypothesis](https://pypi.org/project/hypothesis) | 6.155.2 | The property-based testing library for Python
+[id](https://pypi.org/project/id) | 1.6.1 | A tool for generating OIDC identities
+[idna](https://pypi.org/project/idna) | 3.18 | Internationalized Domain Names in Applications (IDNA)
+[imageio](https://pypi.org/project/imageio) | 2.37.4 | Read and write images and video across all major formats. Supports scientific and volumetric data.
+[imagesize](https://pypi.org/project/imagesize) | 1.4.1 | Getting image size from png/jpeg/jpeg2000/gif file
+[imbalanced-learn](https://pypi.org/project/imbalanced-learn) | 0.14.2 | Toolbox for imbalanced dataset in machine learning
+[importlib-metadata](https://pypi.org/project/importlib-metadata) | 8.7.1 | Read metadata from Python packages
+[inflection](https://pypi.org/project/inflection) | 0.5.1 | A port of Ruby on Rails inflector to Python
+[iniconfig](https://pypi.org/project/iniconfig) | 2.3.0 | brain-dead simple config-ini parsing
+[interface-meta](https://pypi.org/project/interface-meta) | 2.0.1 | `interface_meta` provides a convenient way to expose an extensible API with enforced method signatures and consistent documentation.
+[intervaltree](https://pypi.org/project/intervaltree) | 3.2.1 | Editable interval tree data structure for Python 2 and 3
+[ipycanvas](https://pypi.org/project/ipycanvas) | 0.14.3 | Interactive widgets library exposing the browser's Canvas API
+[ipykernel](https://pypi.org/project/ipykernel) | 7.2.0 | IPython Kernel for Jupyter
+[ipympl](https://pypi.org/project/ipympl) | 0.10.0 | Matplotlib Jupyter Extension
+[ipython](https://pypi.org/project/ipython) | 9.15.0 | IPython: Productive Interactive Computing
+[ipython-genutils](https://pypi.org/project/ipython-genutils) | 0.2.0 | Vestigial utilities from IPython
+[ipython-pygments-lexers](https://pypi.org/project/ipython-pygments-lexers) | 1.1.1 | Defines a variety of Pygments lexers for highlighting IPython code.
+[ipython-sql](https://pypi.org/project/ipython-sql) | 0.5.0 | RDBMS access via IPython
+[ipywidgets](https://pypi.org/project/ipywidgets) | 8.1.8 | Jupyter interactive widgets
+[isoduration](https://pypi.org/project/isoduration) | 20.11.0 | Operations with ISO 8601 durations
+[isort](https://pypi.org/project/isort) | 8.0.1 | A Python utility / library to sort Python imports.
+[itsdangerous](https://pypi.org/project/itsdangerous) | 2.2.0 | Safely pass data to untrusted environments and back.
+[janus](https://pypi.org/project/janus) | 2.0.0 | Mixed sync-async queue to interoperate between asyncio tasks and classic threads
+[jaraco-classes](https://pypi.org/project/jaraco-classes) | 3.4.0 | Utility functions for Python class constructs
+[jaraco-context](https://pypi.org/project/jaraco-context) | 6.1.2 | Useful decorators and context managers
+[jaraco-functools](https://pypi.org/project/jaraco-functools) | 4.6.0 | Functools like those found in stdlib
+[jedi](https://pypi.org/project/jedi) | 0.20.0 | An autocompletion tool for Python that can be used for text editors.
+[jellyfish](https://pypi.org/project/jellyfish) | 0.8.7 | a library for doing approximate and phonetic matching of strings.
+[jiter](https://pypi.org/project/jiter) | 0.17.0 | Fast iterable JSON parser.
+[joblib](https://pypi.org/project/joblib) | 1.5.3 | Lightweight pipelining with Python functions
+[joserfc](https://pypi.org/project/joserfc) | 1.7.4 | The ultimate Python library for JOSE RFCs, including JWS, JWE, JWK, JWA, JWT
+[json5](https://pypi.org/project/json5) | 0.15.0 | A Python implementation of the JSON5 data format.
+[jsonpatch](https://pypi.org/project/jsonpatch) | 1.33 | Apply JSON-Patches (RFC 6902)
+[jsonpath-python](https://pypi.org/project/jsonpath-python) | 1.0.6 | A more powerful JSONPath implementation in modern python
+[jsonpointer](https://pypi.org/project/jsonpointer) | 3.1.1 | Identify specific nodes in a JSON document (RFC 6901)
+[jsonschema](https://pypi.org/project/jsonschema) | 4.26.0 | An implementation of JSON Schema validation for Python
+[jsonschema-specifications](https://pypi.org/project/jsonschema-specifications) | 2025.9.1 | The JSON Schema meta-schemas and vocabularies, exposed as a Registry
+[julia](https://pypi.org/project/julia) | 0.6.2 | Julia/Python bridge with IPython support.
+[jupyter-client](https://pypi.org/project/jupyter-client) | 8.8.0 | Jupyter protocol implementation and client libraries
+[jupyter-core](https://pypi.org/project/jupyter-core) | 5.9.1 | Jupyter core package. A base package on which Jupyter projects rely.
+[jupyterlab-widgets](https://pypi.org/project/jupyterlab-widgets) | 3.0.16 | Jupyter interactive widgets for JupyterLab
+[keyring](https://pypi.org/project/keyring) | 25.7.0 | Store and access your passwords safely.
+[kiwisolver](https://pypi.org/project/kiwisolver) | 1.5.1 | A fast implementation of the Cassowary constraint solver
+[lark](https://pypi.org/project/lark) | 1.3.1 | a modern parsing library
+[lazy-loader](https://pypi.org/project/lazy-loader) | 0.5 | Makes it easy to load subpackages and functions on demand.
+[librt](https://pypi.org/project/librt) | 0.15.0 | Mypyc runtime library
+[linkify-it-py](https://pypi.org/project/linkify-it-py) | 2.0.3 | Links recognition library with FULL unicode support.
+[llvmlite](https://pypi.org/project/llvmlite) | 0.50.0rc3 | lightweight wrapper around basic LLVM functionality
+[lmfit](https://pypi.org/project/lmfit) | 1.3.4 | Least-Squares Minimization with Bounds and Constraints
+[locket](https://pypi.org/project/locket) | 1.0.0 | File-based locks for Python on Linux and Windows
+[logfire-api](https://pypi.org/project/logfire-api) | 4.33.0 | Shim for the Logfire SDK which does nothing unless Logfire is installed
+[lsprotocol](https://pypi.org/project/lsprotocol) | 2025.0.0 | Python types for Language Server Protocol.
+[lxml](https://pypi.org/project/lxml) | 6.1.3 | Powerful and Pythonic XML processing library combining libxml2/libxslt with the ElementTree API.
+[markdown](https://pypi.org/project/markdown) | 3.10.2 | Python implementation of John Gruber's Markdown.
+[markdown-it-py](https://pypi.org/project/markdown-it-py) | 4.2.0 | Python port of markdown-it. Markdown parsing, done right!
+[markdownify](https://pypi.org/project/markdownify) | 1.2.2 | Convert HTML to markdown.
+[matplotlib](https://pypi.org/project/matplotlib) | 3.11.2 | Python plotting package
+[matplotlib-inline](https://pypi.org/project/matplotlib-inline) | 0.2.2 | Inline Matplotlib backend for Jupyter
+[maturin](https://pypi.org/project/maturin) | 1.14.1 | Build and publish crates with pyo3, cffi and uniffi bindings as well as rust binaries as python packages
+[mccabe](https://pypi.org/project/mccabe) | 0.7.0 | McCabe checker, plugin for flake8
+[mdit-py-plugins](https://pypi.org/project/mdit-py-plugins) | 0.6.1 | Collection of plugins for markdown-it-py
+[mdurl](https://pypi.org/project/mdurl) | 0.1.2 | Markdown URL utilities
+[mercantile](https://pypi.org/project/mercantile) | 1.2.1 | Web mercator XYZ tile utilities
+[mergedeep](https://pypi.org/project/mergedeep) | 1.3.4 | A deep merge function for 🐍.
+[missingno](https://pypi.org/project/missingno) | 0.5.2 | Missing data visualization module for Python.
+[mistune](https://pypi.org/project/mistune) | 3.3.4 | A sane and fast Markdown parser with useful plugins and renderers
+[mizani](https://pypi.org/project/mizani) | 0.14.4 | Scales for Python
+[ml-dtypes](https://pypi.org/project/ml-dtypes) | 0.6.0 | ml_dtypes is a stand-alone implementation of several NumPy dtype extensions used in machine learning.
+[mlxtend](https://pypi.org/project/mlxtend) | 0.25.0 | Machine Learning Library Extensions
+[moocore](https://pypi.org/project/moocore) | 0.3.2 | Core Algorithms for Multi-Objective Optimization
+[more-itertools](https://pypi.org/project/more-itertools) | 11.1.0 | More routines for operating on iterables, beyond itertools
+[mpmath](https://pypi.org/project/mpmath) | 1.3.0 | Python library for arbitrary-precision floating-point arithmetic
+[msal](https://pypi.org/project/msal) | 1.37.0 | The Microsoft Authentication Library (MSAL) for Python library enables your app to access the Microsoft Cloud by supporting authentication of us
+[msal-extensions](https://pypi.org/project/msal-extensions) | 1.3.1 | Microsoft Authentication Library extensions (MSAL EX) provides a persistence API that can save your data on disk, encrypted on Windows, macOS an
+[multidict](https://pypi.org/project/multidict) | 6.7.1 | multidict implementation
+[multipledispatch](https://pypi.org/project/multipledispatch) | 1.0.0 | Multiple dispatch
+[mypy](https://pypi.org/project/mypy) | 2.3.0 | Optional static typing for Python
+[mypy-extensions](https://pypi.org/project/mypy-extensions) | 1.1.0 | Type system extensions for programs checked with the mypy type checker.
+[mysql-connector-python](https://pypi.org/project/mysql-connector-python) | 26.7.0 | A self-contained Python driver for communicating with MySQL servers, using an API that is compliant with the Python Database API Specification v
+[namex](https://pypi.org/project/namex) | 0.1.0 | A simple utility to separate the implementation of your Python package and its public API surface.
+[narwhals](https://pypi.org/project/narwhals) | 2.24.0 | Extremely lightweight compatibility layer between dataframe libraries
+[nbclient](https://pypi.org/project/nbclient) | 0.11.0 | A client library for executing notebooks. Formerly nbconvert's ExecutePreprocessor.
+[nbformat](https://pypi.org/project/nbformat) | 5.10.4 | The Jupyter Notebook format
+[nest-asyncio](https://pypi.org/project/nest-asyncio) | 1.6.0 | Patch asyncio to allow nested event loops
+[networkx](https://pypi.org/project/networkx) | 3.6.1 | Python package for creating and manipulating graphs and networks
+[nh3](https://pypi.org/project/nh3) | 0.3.3 | Python binding to Ammonia HTML sanitizer Rust crate
+[nltk](https://pypi.org/project/nltk) | 3.10.3 | Natural Language Toolkit
+[numba](https://pypi.org/project/numba) | 0.68.0rc1 | compiling Python code using LLVM
+[numpy](https://pypi.org/project/numpy) | 2.5.2 | Fundamental package for array computing in Python
+[opencv-python](https://pypi.org/project/opencv-python) | 5.0.0.93 | Wrapper package for OpenCV python bindings.
+[openpyxl](https://pypi.org/project/openpyxl) | 3.1.5 | A Python library to read/write Excel 2010 xlsx/xlsm files
+[opentelemetry-api](https://pypi.org/project/opentelemetry-api) | 1.41.1 | OpenTelemetry Python API
+[opentelemetry-semantic-conventions](https://pypi.org/project/opentelemetry-semantic-conventions) | 0.62b1 | OpenTelemetry Semantic Conventions
+[optree](https://pypi.org/project/optree) | 0.20.0 | Optimized PyTree Utilities.
+[orjson](https://pypi.org/project/orjson) | 3.12.0 | Fast, correct Python JSON library supporting dataclasses, datetimes, and numpy
+[outcome](https://pypi.org/project/outcome) | 1.3.0.post0 | Capture the outcome of Python function calls.
+[packaging](https://pypi.org/project/packaging) | 26.2 | Core utilities for Python packages
+[pandas](https://pypi.org/project/pandas) | 3.0.6 | Powerful data structures for data analysis, time series, and statistics
+[pandocfilters](https://pypi.org/project/pandocfilters) | 1.5.1 | Utilities for writing pandoc filters in python
+[param](https://pypi.org/project/param) | 2.4.1 | Declarative parameters for robust Python classes and a rich API for reactive programming
+[parso](https://pypi.org/project/parso) | 0.8.7 | A Python Parser
+[partd](https://pypi.org/project/partd) | 1.4.2 | Appendable key-value storage
+[pathspec](https://pypi.org/project/pathspec) | 1.1.1 | Utility library for gitignore style pattern matching of file paths.
+[patsy](https://pypi.org/project/patsy) | 1.0.2 | A Python package for describing statistical models and for building design matrices.
+[pep8](https://pypi.org/project/pep8) | 1.7.1 | Python style guide checker
+[pexpect](https://pypi.org/project/pexpect) | 4.9.0 | Pexpect allows easy control of interactive console applications.
+[pg8000](https://pypi.org/project/pg8000) | 1.31.5 | PostgreSQL interface library
+[pickleshare](https://pypi.org/project/pickleshare) | 0.7.5 | Tiny 'shelve'-like database with concurrency support
+[pillow](https://pypi.org/project/pillow) | 12.3.0 | Python Imaging Library (fork)
+[pip](https://pypi.org/project/pip) | 26.2.1 | The PyPA recommended tool for installing Python packages.
+[pipdeptree](https://pypi.org/project/pipdeptree) | 3.1.0 | Command line utility to show dependency tree of packages.
+[platformdirs](https://pypi.org/project/platformdirs) | 4.11.3 | A small Python package for determining appropriate platform-specific dirs, e.g. a `user data dir`.
+[plotly](https://pypi.org/project/plotly) | 6.9.0 | An open-source interactive data visualization library for Python
+[plotnine](https://pypi.org/project/plotnine) | 0.15.8 | A Grammar of Graphics for Python
+[pluggy](https://pypi.org/project/pluggy) | 1.6.0 | plugin and hook calling mechanisms for python
+[polars](https://pypi.org/project/polars) | 1.43.2 | Blazingly fast DataFrame library
+[polars-runtime-32](https://pypi.org/project/polars-runtime-32) | 1.43.2 | Blazingly fast DataFrame library
+[prettytable](https://pypi.org/project/prettytable) | 3.18.0 | A simple Python library for easily displaying tabular data in a visually appealing ASCII table format
+[priority](https://pypi.org/project/priority) | 2.0.0 | A pure-Python implementation of the HTTP/2 priority tree
+[prometheus-client](https://pypi.org/project/prometheus-client) | 0.26.0 | Python client for the Prometheus monitoring system.
+[prompt-toolkit](https://pypi.org/project/prompt-toolkit) | 3.0.52 | Library for building powerful interactive command lines in Python
+[propcache](https://pypi.org/project/propcache) | 0.5.2 | Accelerated property cache
+[protobuf](https://pypi.org/project/protobuf) | 7.35.1 | 
+[psutil](https://pypi.org/project/psutil) | 7.2.2 | Cross-platform lib for process and system monitoring.
+[psycopg2](https://pypi.org/project/psycopg2) | 2.9.13 | psycopg2 - Python-PostgreSQL Database Adapter
+[psygnal](https://pypi.org/project/psygnal) | 0.16.1 | Fast python callback/event system modeled after Qt Signals
+[ptpython](https://pypi.org/project/ptpython) | 3.0.32 | Python REPL build on top of prompt_toolkit
+[ptyprocess](https://pypi.org/project/ptyprocess) | 0.7.0 | Run a subprocess in a pseudo terminal
+[pure-eval](https://pypi.org/project/pure-eval) | 0.2.3 | Safely evaluate AST nodes without side effects
+[py-key-value-aio](https://pypi.org/project/py-key-value-aio) | 0.4.5 | Async Key-Value Store - A pluggable interface for KV Stores
+[pyasn1](https://pypi.org/project/pyasn1) | 0.6.4 | Pure-Python implementation of ASN.1 types and DER/BER/CER codecs (X.208)
+[pyasn1-modules](https://pypi.org/project/pyasn1-modules) | 0.4.2 | A collection of ASN.1-based protocols modules
+[pybind11](https://pypi.org/project/pybind11) | 3.1.0 | Seamless operability between C++11 and Python
+[pycodestyle](https://pypi.org/project/pycodestyle) | 2.14.0 | Python style guide checker
+[pycparser](https://pypi.org/project/pycparser) | 3.0 | C parser in Python
+[pyct](https://pypi.org/project/pyct) | 0.6.0 | Python package common tasks for users (e.g. copy examples, fetch data, ...)
+[pydantic](https://pypi.org/project/pydantic) | 2.14.0b2 | Data validation using Python type hints
+[pydantic-ai-slim](https://pypi.org/project/pydantic-ai-slim) | 1.106.0 | Agent Framework / shim to use Pydantic with LLMs, slim package
+[pydantic-core](https://pypi.org/project/pydantic-core) | 2.49.0 | Core functionality for Pydantic validation and serialization
+[pydantic-graph](https://pypi.org/project/pydantic-graph) | 1.106.0 | Graph and state machine library
+[pydocstyle](https://pypi.org/project/pydocstyle) | 6.3.0 | Python docstring style checker
+[pydot](https://pypi.org/project/pydot) | 4.0.1 | Python interface to Graphviz's Dot
+[pyflakes](https://pypi.org/project/pyflakes) | 3.4.0 | passive checker of Python programs
+[pygithub](https://pypi.org/project/pygithub) | 2.8.1 | Use the full Github API v3
+[pygments](https://pypi.org/project/pygments) | 2.20.0 | Pygments is a syntax highlighting package written in Python.
+[pyjwt](https://pypi.org/project/pyjwt) | 2.13.0 | JSON Web Token implementation in Python
+[pylint](https://pypi.org/project/pylint) | 4.0.6 | python code static checker
+[pylint-venv](https://pypi.org/project/pylint-venv) | 3.0.4 | pylint-venv provides a Pylint init-hook to use the same Pylint installation with different virtual environments.
+[pympler](https://pypi.org/project/pympler) | 1.1 | A development tool to measure, monitor and analyze the memory behavior of Python objects.
+[pynacl](https://pypi.org/project/pynacl) | 1.6.2 | Python binding to the Networking and Cryptography (NaCl) library
+[pynndescent](https://pypi.org/project/pynndescent) | 0.6.0 | Nearest Neighbor Descent
+[pyomo](https://pypi.org/project/pyomo) | 6.10.1 | The Pyomo optimization modeling framework
+[pypandoc](https://pypi.org/project/pypandoc) | 1.15 | Thin wrapper for pandoc.
+[pyparsing](https://pypi.org/project/pyparsing) | 3.3.2 | pyparsing - Classes and methods to define and execute parsing grammars
+[pypdf](https://pypi.org/project/pypdf) | 6.16.2 | A pure-python PDF library capable of splitting, merging, cropping, and transforming PDF files
+[pyperclip](https://pypi.org/project/pyperclip) | 1.11.0 | A cross-platform clipboard module for Python. (Only handles plain text for now.)
+[pyproject-hooks](https://pypi.org/project/pyproject-hooks) | 1.2.0 | Wrappers to call pyproject.toml-based build backend hooks.
+[pyserial](https://pypi.org/project/pyserial) | 3.5 | Python Serial Port Extension
+[pysocks](https://pypi.org/project/pysocks) | 1.7.1 | A Python SOCKS client module. See https://github.com/Anorov/PySocks for more information.
+[pyspnego](https://pypi.org/project/pyspnego) | 0.12.0 | Windows Negotiate Authentication Client and Server
+[pytest](https://pypi.org/project/pytest) | 9.0.3 | pytest: simple powerful testing with Python
+[python-barcode](https://pypi.org/project/python-barcode) | 0.16.1 | Create standard barcodes with Python. No external modules needed. (optional Pillow support included).
+[python-dateutil](https://pypi.org/project/python-dateutil) | 2.9.0.post0 | Extensions to the standard Python datetime module
+[python-dotenv](https://pypi.org/project/python-dotenv) | 1.2.2 | Read key-value pairs from a .env file and set them as environment variables
+[python-json-logger](https://pypi.org/project/python-json-logger) | 4.1.0 | JSON Log Formatter for the Python Logging Package
+[python-multipart](https://pypi.org/project/python-multipart) | 0.0.32 | A streaming multipart parser for Python
+[python-slugify](https://pypi.org/project/python-slugify) | 8.0.4 | A Python slugify application that also handles Unicode
+[pytokens](https://pypi.org/project/pytokens) | 0.4.1 | A Fast, spec compliant Python 3.14+ tokenizer that runs on older Pythons.
+[pytoolconfig](https://pypi.org/project/pytoolconfig) | 1.3.1 | Python tool configuration
+[pyuca](https://pypi.org/project/pyuca) | 1.2 | a Python implementation of the Unicode Collation Algorithm
+[pyusb](https://pypi.org/project/pyusb) | 1.3.1 | Easy USB access for Python
+[pyvisa](https://pypi.org/project/pyvisa) | 1.16.2 | Python VISA bindings for GPIB, RS232, TCPIP and USB instruments
+[pyviz-comms](https://pypi.org/project/pyviz-comms) | 3.0.6 | A JupyterLab extension for rendering HoloViz content.
+[pywavelets](https://pypi.org/project/pywavelets) | 1.10.0 | PyWavelets, wavelet transform module
+[pywin32](https://pypi.org/project/pywin32) | 312 | Python for Windows Extensions
+[pywin32-ctypes](https://pypi.org/project/pywin32-ctypes) | 0.2.3 | A (partial) reimplementation of pywin32 using ctypes/cffi
+[pyzmq](https://pypi.org/project/pyzmq) | 27.1.0 | Python bindings for 0MQ
+[qrcode](https://pypi.org/project/qrcode) | 8.2 | QR Code image generator
+[quantecon](https://pypi.org/project/quantecon) | 0.11.4 | Import the main names to top level.
+[rapidfuzz](https://pypi.org/project/rapidfuzz) | 3.14.6 | rapid fuzzy string matching
+[readme-renderer](https://pypi.org/project/readme-renderer) | 45.0 | readme_renderer is a library for rendering readme descriptions for Warehouse
+[referencing](https://pypi.org/project/referencing) | 0.37.0 | JSON Referencing + Python
+[regex](https://pypi.org/project/regex) | 2026.9.10 | Alternative regular expression module, to replace re.
+[reportlab](https://pypi.org/project/reportlab) | 5.0.0 | The Reportlab Toolkit
+[requests](https://pypi.org/project/requests) | 2.34.2 | Python HTTP for Humans.
+[requests-ntlm](https://pypi.org/project/requests-ntlm) | 1.3.0 | This package allows for HTTP NTLM authentication using the requests library.
+[requests-toolbelt](https://pypi.org/project/requests-toolbelt) | 1.0.0 | A utility belt for advanced users of python-requests
+[rfc3339-validator](https://pypi.org/project/rfc3339-validator) | 0.1.4 | A pure python RFC3339 validator
+[rfc3986](https://pypi.org/project/rfc3986) | 2.0.0 | Validating URI References per RFC 3986
+[rfc3986-validator](https://pypi.org/project/rfc3986-validator) | 0.1.1 | Pure python rfc3986 validator
+[rfc3987-syntax](https://pypi.org/project/rfc3987-syntax) | 1.1.0 | Helper functions to syntactically validate strings according to RFC 3987.
+[rich](https://pypi.org/project/rich) | 15.0.0 | Render rich text, tables, progress bars, syntax highlighting, markdown and more to the terminal
+[roman-numerals](https://pypi.org/project/roman-numerals) | 4.1.0 | Manipulate well-formed Roman numerals
+[rope](https://pypi.org/project/rope) | 1.14.0 | a python refactoring library...
+[rpds-py](https://pypi.org/project/rpds-py) | 2026.6.3 | Python bindings to Rust's persistent data structures (rpds)
+[rsa](https://pypi.org/project/rsa) | 4.9.1 | Pure-Python RSA implementation
+[rtree](https://pypi.org/project/rtree) | 1.4.1 | R-Tree spatial index for Python GIS
+[ruff](https://pypi.org/project/ruff) | 0.16.1 | An extremely fast Python linter and code formatter, written in Rust.
+[rx](https://pypi.org/project/rx) | 3.2.0 | Reactive Extensions (Rx) for Python
+[scikit-learn](https://pypi.org/project/scikit-learn) | 1.9.1 | A set of python modules for machine learning and data mining
+[scipy](https://pypi.org/project/scipy) | 1.18.1 | Fundamental algorithms for scientific computing in Python
+[scramp](https://pypi.org/project/scramp) | 1.4.17 | An implementation of the SCRAM protocol.
+[scs](https://pypi.org/project/scs) | 3.3.1 | Splitting conic solver
+[seaborn](https://pypi.org/project/seaborn) | 0.13.2 | Statistical data visualization
+[send2trash](https://pypi.org/project/send2trash) | 2.1.0 | Send file to trash natively under Mac OS X, Windows and Linux
+[setuptools](https://pypi.org/project/setuptools) | 83.0.0 | Most extensible Python build backend with support for C/C++ extension modules
+[shellingham](https://pypi.org/project/shellingham) | 1.5.4 | Tool to Detect Surrounding Shell
+[simplejson](https://pypi.org/project/simplejson) | 4.1.2 | Simple, fast, extensible JSON encoder/decoder for Python
+[simpy](https://pypi.org/project/simpy) | 4.1.2 | Event discrete, process based simulation for Python.
+[six](https://pypi.org/project/six) | 1.17.0 | Python 2 and 3 compatibility utilities
+[sklearn-compat](https://pypi.org/project/sklearn-compat) | 0.1.6 | Ease support for compatible scikit-learn estimators across versions
+[smmap](https://pypi.org/project/smmap) | 5.0.3 | A pure Python implementation of a sliding window memory map manager
+[sniffio](https://pypi.org/project/sniffio) | 1.3.1 | Sniff out which async library your code is running under
+[snowballstemmer](https://pypi.org/project/snowballstemmer) | 3.1.1 | This package provides 36 stemmers for 34 languages generated from Snowball algorithms.
+[sortedcontainers](https://pypi.org/project/sortedcontainers) | 2.4.0 | Sorted Containers -- Sorted List, Sorted Dict, Sorted Set
+[sounddevice](https://pypi.org/project/sounddevice) | 0.5.5 | Play and Record Sound with Python
+[soundfile](https://pypi.org/project/soundfile) | 0.14.0 | An audio library based on libsndfile, CFFI and NumPy
+[soupsieve](https://pypi.org/project/soupsieve) | 2.9.2 | A modern CSS selector implementation for Beautiful Soup.
+[sqlalchemy](https://pypi.org/project/sqlalchemy) | 2.0.51 | Database Abstraction Library
+[sqlite-bro](https://pypi.org/project/sqlite-bro) | 1.3.2 | a graphic SQLite and DuckDB Client in 1 Python file
+[sqlite-fts4](https://pypi.org/project/sqlite-fts4) | 1.0.3 | Python functions for working with SQLite FTS4 search
+[sqlite-utils](https://pypi.org/project/sqlite-utils) | 4.1.1 | CLI tool and Python library for manipulating SQLite databases
+[sqlparse](https://pypi.org/project/sqlparse) | 0.6.0 | A non-validating SQL parser.
+[squarify](https://pypi.org/project/squarify) | 0.4.4 | Pure Python implementation of the squarify treemap layout algorithm
+[sse-starlette](https://pypi.org/project/sse-starlette) | 3.4.8 | SSE plugin for Starlette
+[sspilib](https://pypi.org/project/sspilib) | 0.5.0 | SSPI API bindings for Python
+[stack-data](https://pypi.org/project/stack-data) | 0.6.3 | Extract data from python stack frames and tracebacks for informative displays
+[starlette](https://pypi.org/project/starlette) | 1.6.0 | The little ASGI library that shines.
+[statsmodels](https://pypi.org/project/statsmodels) | 0.15.0 | Statistical computations and models for Python
+[sympy](https://pypi.org/project/sympy) | 1.14.0 | Computer algebra system (CAS) in Python
+[tabulate](https://pypi.org/project/tabulate) | 0.10.0 | Pretty-print tabular data
+[tenacity](https://pypi.org/project/tenacity) | 9.1.4 | Retry code until it succeeds
+[termcolor](https://pypi.org/project/termcolor) | 3.3.0 | ANSI color formatting for output in terminal
+[text-unidecode](https://pypi.org/project/text-unidecode) | 1.3 | The most basic Text::Unidecode port
+[textdistance](https://pypi.org/project/textdistance) | 4.6.3 | Compute distance between the two texts.
+[thefuzz](https://pypi.org/project/thefuzz) | 0.22.1 | Fuzzy string matching in python
+[threadpoolctl](https://pypi.org/project/threadpoolctl) | 3.6.0 | threadpoolctl
+[three-merge](https://pypi.org/project/three-merge) | 0.1.1 | Simple library for merging two strings with respect to a base one
+[tifffile](https://pypi.org/project/tifffile) | 2026.4.11 | Read and write TIFF files
+[tiktoken](https://pypi.org/project/tiktoken) | 0.14.0 | tiktoken is a fast BPE tokeniser for use with OpenAI's models
+[tinycss2](https://pypi.org/project/tinycss2) | 1.5.1 | A tiny CSS parser
+[toml](https://pypi.org/project/toml) | 0.10.2 | Python Library for Tom's Obvious, Minimal Language
+[tomli-w](https://pypi.org/project/tomli-w) | 1.2.0 | A lil' TOML writer
+[tomlkit](https://pypi.org/project/tomlkit) | 0.15.1 | Style preserving TOML library
+[toolz](https://pypi.org/project/toolz) | 1.1.0 | List processing tools and functional utilities
+[tornado](https://pypi.org/project/tornado) | 6.5.10 | Tornado is a Python web framework and asynchronous networking library, originally developed at FriendFeed.
+[tqdm](https://pypi.org/project/tqdm) | 4.70.0 | Fast, Extensible Progress Meter
+[traitlets](https://pypi.org/project/traitlets) | 5.16.1 | Traitlets Python configuration system
+[traittypes](https://pypi.org/project/traittypes) | 0.2.3 | Scipy trait types
+[trio](https://pypi.org/project/trio) | 0.34.0 | A friendly Python library for async concurrency and I/O
+[trove-classifiers](https://pypi.org/project/trove-classifiers) | 2026.6.1.19 | Canonical source for classifiers on PyPI (pypi.org).
+[truststore](https://pypi.org/project/truststore) | 0.10.4 | Verify certificates using native system trust stores
+[twine](https://pypi.org/project/twine) | 7.0.0 | Collection of utilities for publishing packages on PyPI
+[typer](https://pypi.org/project/typer) | 0.25.1 | Typer, build great CLIs. Easy to code. Based on Python type hints.
+[types-requests](https://pypi.org/project/types-requests) | 2.33.0.20260712 | Typing stubs for requests
+[typing-extensions](https://pypi.org/project/typing-extensions) | 4.16.0 | Backported and Experimental Type Hints for Python 3.9+
+[typing-inspection](https://pypi.org/project/typing-inspection) | 0.4.4 | Runtime typing introspection tools
+[tzdata](https://pypi.org/project/tzdata) | 2026.3 | Provider of IANA time zone data
+[tzlocal](https://pypi.org/project/tzlocal) | 5.4.4 | tzinfo object for the local timezone
+[uc-micro-py](https://pypi.org/project/uc-micro-py) | 2.0.0 | Micro subset of unicode data files for linkify-it-py projects.
+[ujson](https://pypi.org/project/ujson) | 6.0.0 | Ultra fast JSON encoder and decoder for Python
+[umap-learn](https://pypi.org/project/umap-learn) | 0.5.12 | Uniform Manifold Approximation and Projection
+[uncertainties](https://pypi.org/project/uncertainties) | 3.2.3 | calculations with values with uncertainties, error propagation
+[uri-template](https://pypi.org/project/uri-template) | 1.3.0 | RFC 6570 URI Template Processor
+[urllib3](https://pypi.org/project/urllib3) | 2.7.0 | HTTP library with thread-safe connection pooling, file post, and more.
+[uvicorn](https://pypi.org/project/uvicorn) | 0.51.0 | The lightning-fast ASGI server.
+[vega-datasets](https://pypi.org/project/vega-datasets) | 0.9.0 | A Python package for offline access to Vega datasets
+[waitress](https://pypi.org/project/waitress) | 3.0.2 | Waitress WSGI server
+[watchdog](https://pypi.org/project/watchdog) | 6.0.0 | Filesystem events monitoring
+[wcwidth](https://pypi.org/project/wcwidth) | 0.7.0 | Measures the displayed width of unicode strings in a terminal
+[webcolors](https://pypi.org/project/webcolors) | 25.10.0 | A library for working with the color formats defined by HTML and CSS.
+[webencodings](https://pypi.org/project/webencodings) | 0.5.1 | Character encoding aliases for legacy web content
+[websocket-client](https://pypi.org/project/websocket-client) | 1.9.0 | WebSocket client for Python with low level API options
+[websockets](https://pypi.org/project/websockets) | 15.0.1 | An implementation of the WebSocket Protocol (RFC 6455 & 7692)
+[whatthepatch](https://pypi.org/project/whatthepatch) | 1.0.7 | A patch parsing and application library.
+[wheel](https://pypi.org/project/wheel) | 0.47.0 | Command line tool for manipulating wheel files
+[widgetsnbextension](https://pypi.org/project/widgetsnbextension) | 4.0.15 | Jupyter interactive widgets for Jupyter Notebook
+[wppm](https://pypi.org/project/wppm) | 17.13.20260913 | pip companion: extras-aware dependency trees, offline wheelhouses, portable Pythons
+[wrapt](https://pypi.org/project/wrapt) | 2.4.0 | Module for decorators, wrappers and monkey patching.
+[wsproto](https://pypi.org/project/wsproto) | 1.3.2 | Pure-Python WebSocket protocol implementation
+[xarray](https://pypi.org/project/xarray) | 2026.7.0 | N-D labeled arrays and datasets in Python
+[xlsxwriter](https://pypi.org/project/xlsxwriter) | 3.2.9 | A Python module for creating Excel XLSX files.
+[xxhash](https://pypi.org/project/xxhash) | 4.0.1 | Python binding for xxHash
+[xyzservices](https://pypi.org/project/xyzservices) | 2026.3.0 | Source of XYZ tiles providers
+[yapf](https://pypi.org/project/yapf) | 0.43.0 | A formatter for Python code
+[yarl](https://pypi.org/project/yarl) | 1.24.5 | Yet another URL library
+[yt-dlp](https://pypi.org/project/yt-dlp) | 2026.7.4 | A feature-rich command-line audio/video downloader
+[zipp](https://pypi.org/project/zipp) | 4.1.0 | Backport of pathlib-compatible object wrapper for zip files
+
+
+### WheelHouse packages
+
+Name | Version | Description
+-----|---------|------------
+
+
+
diff --git a/changelogs/WinPythonslim-64bit-3.15.0.5b3.md b/changelogs/WinPythonslim-64bit-3.15.0.5b3.md
new file mode 100644
index 00000000..1a27cea3
--- /dev/null
+++ b/changelogs/WinPythonslim-64bit-3.15.0.5b3.md
@@ -0,0 +1,455 @@
+## WinPython 3.15.0.5slim
+
+The following packages are included in WinPython-64bit v3.15.0.5slim b3.
+
+
+### Tools
+
+Name | Version | Description
+-----|---------|------------
+[Pandoc](https://pandoc.org) | 3.1.9 | an universal document converter
+[Python](http://www.python.org/) | 3.15.0rc2 | Python programming language with standard library
+
+
+### Python packages
+
+Name | Version | Description
+-----|---------|------------
+[absl-py](https://pypi.org/project/absl-py) | 2.5.0 | Abseil Python Common Libraries, see https://github.com/abseil/abseil-py.
+[aiofile](https://pypi.org/project/aiofile) | 3.12.3 | Asynchronous file operations.
+[aiofiles](https://pypi.org/project/aiofiles) | 25.1.0 | File support for asyncio.
+[aiohappyeyeballs](https://pypi.org/project/aiohappyeyeballs) | 2.7.1 | Happy Eyeballs for asyncio
+[aiosignal](https://pypi.org/project/aiosignal) | 1.4.0 | aiosignal: a list of registered asynchronous callbacks
+[aiosqlite](https://pypi.org/project/aiosqlite) | 0.22.1 | asyncio bridge to the standard sqlite3 module
+[alabaster](https://pypi.org/project/alabaster) | 1.0.0 | A light, configurable Sphinx theme
+[alembic](https://pypi.org/project/alembic) | 1.18.5 | A database migration tool for SQLAlchemy.
+[altair](https://pypi.org/project/altair) | 6.2.2 | Vega-Altair: A declarative statistical visualization library for Python.
+[annotated-doc](https://pypi.org/project/annotated-doc) | 0.0.5 | Document parameters, class attributes, return types, and variables inline, with Annotated.
+[annotated-types](https://pypi.org/project/annotated-types) | 0.8.0 | Reusable constraint types to use with typing.Annotated
+[anthropic](https://pypi.org/project/anthropic) | 1.11.0 | The official Python library for the anthropic API
+[anyio](https://pypi.org/project/anyio) | 4.14.2 | High-level concurrency and networking framework on top of asyncio or Trio
+[anywidget](https://pypi.org/project/anywidget) | 0.11.0 | custom jupyter widgets made easy
+[appdirs](https://pypi.org/project/appdirs) | 1.4.4 | A small Python module for determining appropriate platform-specific dirs, e.g. a "user data dir".
+[argcomplete](https://pypi.org/project/argcomplete) | 3.7.2 | Bash tab completion for argparse
+[argon2-cffi](https://pypi.org/project/argon2-cffi) | 25.1.0 | Argon2 for Python
+[argon2-cffi-bindings](https://pypi.org/project/argon2-cffi-bindings) | 25.1.0 | Low-level CFFI bindings for Argon2
+[array-api-compat](https://pypi.org/project/array-api-compat) | 1.15.0 | A wrapper around NumPy and other array libraries to make them compatible with the Array API standard
+[arrow](https://pypi.org/project/arrow) | 1.4.0 | Better dates & times for Python
+[asgi-csrf](https://pypi.org/project/asgi-csrf) | 0.11 | ASGI middleware for protecting against CSRF attacks
+[asgiref](https://pypi.org/project/asgiref) | 3.12.1 | ASGI specs, helper code, and adapters
+[asn1crypto](https://pypi.org/project/asn1crypto) | 1.5.1 | Fast ASN.1 parser and serializer with definitions for private keys, public keys, certificates, CRL, OCSP, CMS, PKCS#3, PKCS#7, PKCS#8, PKCS#12,
+[ast-serialize](https://pypi.org/project/ast-serialize) | 0.8.0 | Python bindings for mypy AST serialization
+[asteval](https://pypi.org/project/asteval) | 1.0.9 | Safe, minimalistic evaluator of python expression using ast module
+[astroid](https://pypi.org/project/astroid) | 4.0.4 | An abstract syntax tree for Python with inference support.
+[asttokens](https://pypi.org/project/asttokens) | 3.0.2 | Annotate AST trees with source code positions
+[async-lru](https://pypi.org/project/async-lru) | 2.3.0 | Simple LRU cache for asyncio
+[asyncssh](https://pypi.org/project/asyncssh) | 2.24.0 | AsyncSSH: Asynchronous SSHv2 client and server library
+[attrs](https://pypi.org/project/attrs) | 26.1.0 | Classes Without Boilerplate
+[authlib](https://pypi.org/project/authlib) | 1.7.2 | The ultimate Python library in building OAuth and OpenID Connect servers and clients.
+[autopep8](https://pypi.org/project/autopep8) | 2.3.2 | A tool that automatically formats Python code to conform to the PEP 8 style guide
+[azure-core](https://pypi.org/project/azure-core) | 1.41.0 | Microsoft Azure Core Library for Python
+[azure-cosmos](https://pypi.org/project/azure-cosmos) | 4.16.1 | Microsoft Azure Cosmos Client Library for Python
+[azure-identity](https://pypi.org/project/azure-identity) | 1.25.3 | Microsoft Azure Identity Library for Python
+[babel](https://pypi.org/project/babel) | 2.18.0 | Internationalization utilities
+[baresql](https://pypi.org/project/baresql) | 1.0.0 | playing SQL directly on Python datas
+[bcrypt](https://pypi.org/project/bcrypt) | 5.0.0 | Modern password hashing for your software and your servers
+[beartype](https://pypi.org/project/beartype) | 0.22.9 | Unbearably fast near-real-time pure-Python runtime-static type-checker.
+[beautifulsoup4](https://pypi.org/project/beautifulsoup4) | 4.15.0 | Screen-scraping library
+[binaryornot](https://pypi.org/project/binaryornot) | 0.6.0 | Ultra-lightweight pure Python package to check if a file is binary or text.
+[black](https://pypi.org/project/black) | 26.5.1 | The uncompromising code formatter.
+[bleach](https://pypi.org/project/bleach) | 6.4.0 | An easy safelist-based HTML-sanitizing tool.
+[blinker](https://pypi.org/project/blinker) | 1.9.0 | Fast, simple object-to-object and broadcast signaling
+[branca](https://pypi.org/project/branca) | 0.8.2 | Generate complex HTML+JS pages with Python
+[build](https://pypi.org/project/build) | 1.5.0 | A simple, correct Python build frontend
+[cachetools](https://pypi.org/project/cachetools) | 7.1.4 | Extensible memoizing collections and decorators
+[caio](https://pypi.org/project/caio) | 0.12.2 | Asynchronous file IO for Linux MacOS or Windows.
+[cattrs](https://pypi.org/project/cattrs) | 26.1.0 | Composable complex class support for attrs and dataclasses.
+[certifi](https://pypi.org/project/certifi) | 2026.1.4 | Python package for providing Mozilla's CA Bundle.
+[cffi](https://pypi.org/project/cffi) | 2.1.1 | Foreign Function Interface for Python calling C code.
+[chardet](https://pypi.org/project/chardet) | 7.6.0 | Universal character encoding detector
+[charset-normalizer](https://pypi.org/project/charset-normalizer) | 3.4.4 | The Real First Universal Charset Detector. Open, modern and actively maintained alternative to Chardet.
+[clarabel](https://pypi.org/project/clarabel) | 0.11.1 | Clarabel Conic Interior Point Solver for Rust / Python
+[click](https://pypi.org/project/click) | 8.4.2 | Composable command line interface toolkit
+[click-default-group](https://pypi.org/project/click-default-group) | 1.2.4 | click_default_group
+[cloudpickle](https://pypi.org/project/cloudpickle) | 3.1.2 | Pickler class to extend the standard pickle.Pickler functionality
+[colorama](https://pypi.org/project/colorama) | 0.4.6 | Cross-platform colored terminal text.
+[colorcet](https://pypi.org/project/colorcet) | 3.2.1 | Collection of perceptually uniform colormaps
+[colorlog](https://pypi.org/project/colorlog) | 6.12.0 | Add colours to the output of Python's logging module.
+[comm](https://pypi.org/project/comm) | 0.2.3 | Jupyter Python Comm implementation, for usage in ipykernel, xeus-python etc.
+[contourpy](https://pypi.org/project/contourpy) | 1.4.0 | Python library for calculating contours of 2D quadrilateral grids
+[cryptography](https://pypi.org/project/cryptography) | 50.0.0 | cryptography is a package which provides cryptographic recipes and primitives to Python developers.
+[cycler](https://pypi.org/project/cycler) | 0.12.1 | Composable style cycles
+[cython](https://pypi.org/project/cython) | 3.3.0 | The Cython compiler for writing C extensions in the Python language.
+[datashader](https://pypi.org/project/datashader) | 0.19.1 | Data visualization toolchain based on aggregating into a grid
+[deap](https://pypi.org/project/deap) | 1.4.4 | Distributed Evolutionary Algorithms in Python
+[debugpy](https://pypi.org/project/debugpy) | 1.8.21 | An implementation of the Debug Adapter Protocol for Python
+[decorator](https://pypi.org/project/decorator) | 5.3.1 | Decorators for Humans
+[defusedxml](https://pypi.org/project/defusedxml) | 0.7.1 | XML bomb protection for Python stdlib modules
+[diff-match-patch](https://pypi.org/project/diff-match-patch) | 20241021 | Repackaging of Google's Diff Match and Patch libraries.
+[dill](https://pypi.org/project/dill) | 0.4.1 | serialize all of Python
+[distro](https://pypi.org/project/distro) | 1.9.0 | Distro - an OS platform information API
+[dnspython](https://pypi.org/project/dnspython) | 2.8.0 | DNS toolkit
+[docstring-parser](https://pypi.org/project/docstring-parser) | 0.18.0 | Parse Python docstrings in reST, Google and Numpydoc format
+[docstring-to-markdown](https://pypi.org/project/docstring-to-markdown) | 0.17 | On the fly conversion of Python docstrings to markdown
+[docutils](https://pypi.org/project/docutils) | 0.22.4 | Docutils -- Python Documentation Utilities
+[email-validator](https://pypi.org/project/email-validator) | 2.3.0 | A robust email address syntax and deliverability validation library.
+[entrypoints](https://pypi.org/project/entrypoints) | 0.4 | Discover and load entry points from installed packages.
+[et-xmlfile](https://pypi.org/project/et-xmlfile) | 2.0.0 | An implementation of lxml.xmlfile for the standard library
+[eval-type-backport](https://pypi.org/project/eval-type-backport) | 0.3.1 | Like `typing._eval_type`, but lets older Python versions use newer typing features.
+[exceptiongroup](https://pypi.org/project/exceptiongroup) | 1.3.1 | Backport of PEP 654 (exception groups)
+[executing](https://pypi.org/project/executing) | 2.2.1 | Get the currently executing AST node of a frame, and other information
+[faker](https://pypi.org/project/faker) | 40.28.1 | Faker is a Python package that generates fake data for you.
+[fastapi](https://pypi.org/project/fastapi) | 0.141.1 | FastAPI framework, high performance, easy to learn, fast to code, ready for production
+[fastjsonschema](https://pypi.org/project/fastjsonschema) | 2.22.2 | Fastest Python implementation of JSON schema
+[filelock](https://pypi.org/project/filelock) | 3.32.2 | A platform independent file lock.
+[flake8](https://pypi.org/project/flake8) | 7.3.0 | the modular source code checker: pep8 pyflakes and co
+[flask](https://pypi.org/project/flask) | 3.1.3 | A simple framework for building complex web applications.
+[flatbuffers](https://pypi.org/project/flatbuffers) | 25.12.19 | The FlatBuffers serialization format for Python
+[flexcache](https://pypi.org/project/flexcache) | 0.3 | Saves and loads to the cache a transformed versions of a source object.
+[flexparser](https://pypi.org/project/flexparser) | 0.4 | Parsing made fun ... using typing.
+[flit](https://pypi.org/project/flit) | 3.12.0 | A simple packaging tool for simple packages.
+[flit-core](https://pypi.org/project/flit-core) | 4.0.2 | Distribution-building parts of Flit. See flit package for more information
+[folium](https://pypi.org/project/folium) | 0.20.0 | Make beautiful maps with Leaflet.js & Python
+[fonttools](https://pypi.org/project/fonttools) | 4.65.0 | Tools to manipulate font files
+[formulaic](https://pypi.org/project/formulaic) | 1.2.2 | An implementation of Wilkinson formulas.
+[foundry-local-sdk](https://pypi.org/project/foundry-local-sdk) | 0.5.1 | Foundry Local Manager Python SDK: Control-plane SDK for Foundry Local.
+[fqdn](https://pypi.org/project/fqdn) | 1.5.1 | Validates fully-qualified domain names against RFC 1123, so that they are acceptable to modern bowsers
+[frozenlist](https://pypi.org/project/frozenlist) | 1.8.0 | A list-like structure which implements collections.abc.MutableSequence
+[fsspec](https://pypi.org/project/fsspec) | 2026.7.0 | File-system specification
+[fuzzywuzzy](https://pypi.org/project/fuzzywuzzy) | 0.18.0 | Fuzzy string matching in python
+[genai-prices](https://pypi.org/project/genai-prices) | 0.0.60 | Calculate prices for calling LLM inference APIs.
+[geographiclib](https://pypi.org/project/geographiclib) | 2.1 | The geodesic routines from GeographicLib
+[geopy](https://pypi.org/project/geopy) | 2.5.0 | Python Geocoding Toolbox
+[gitdb](https://pypi.org/project/gitdb) | 4.0.12 | Git Object Database
+[gitpython](https://pypi.org/project/gitpython) | 3.1.62 | GitPython is a Python library used to interact with Git repositories
+[google-auth](https://pypi.org/project/google-auth) | 2.56.3 | Google Authentication Library
+[graphene](https://pypi.org/project/graphene) | 3.4.3 | GraphQL Framework for Python
+[graphql-core](https://pypi.org/project/graphql-core) | 3.2.11 | GraphQL implementation for Python, a port of GraphQL.js, the JavaScript reference implementation for GraphQL.
+[graphql-relay](https://pypi.org/project/graphql-relay) | 3.2.0 | Relay library for graphql-core
+[greenlet](https://pypi.org/project/greenlet) | 3.5.5 | Lightweight in-process concurrent programming
+[griffe](https://pypi.org/project/griffe) | 1.15.0 | Signatures for entire Python programs.
+[griffelib](https://pypi.org/project/griffelib) | 2.1.0 | Signatures for entire Python programs.
+[h11](https://pypi.org/project/h11) | 0.16.0 | A pure-Python, bring-your-own-I/O implementation of HTTP/1.1
+[h2](https://pypi.org/project/h2) | 4.4.1 | Pure-Python HTTP/2 protocol implementation
+[hatchling](https://pypi.org/project/hatchling) | 1.32.0 | Modern, extensible Python build backend
+[hf-xet](https://pypi.org/project/hf-xet) | 1.6.0 | Fast transfer of large files with the Hugging Face Hub.
+[hpack](https://pypi.org/project/hpack) | 4.2.0 | Pure-Python HPACK header encoding
+[html5lib](https://pypi.org/project/html5lib) | 1.1 | HTML parser based on the WHATWG HTML specification
+[httpcore](https://pypi.org/project/httpcore) | 1.0.9 | A minimal low-level HTTP client.
+[httpcore2](https://pypi.org/project/httpcore2) | 2.13.0 | A minimal low-level HTTP client.
+[httpie](https://pypi.org/project/httpie) | 3.2.4 | HTTPie: modern, user-friendly command-line HTTP client for the API era.
+[httpx](https://pypi.org/project/httpx) | 0.28.1 | The next generation HTTP client.
+[httpx-sse](https://pypi.org/project/httpx-sse) | 0.4.3 | Consume Server-Sent Event (SSE) messages with HTTPX.
+[httpx2](https://pypi.org/project/httpx2) | 2.13.0 | The next generation HTTP client.
+[hupper](https://pypi.org/project/hupper) | 1.12.1 | Integrated process monitor for developing and reloading daemons.
+[hypercorn](https://pypi.org/project/hypercorn) | 0.18.0 | A ASGI Server based on Hyper libraries and inspired by Gunicorn
+[hyperframe](https://pypi.org/project/hyperframe) | 6.1.0 | Pure-Python HTTP/2 framing
+[hypothesis](https://pypi.org/project/hypothesis) | 6.155.2 | The property-based testing library for Python
+[id](https://pypi.org/project/id) | 1.6.1 | A tool for generating OIDC identities
+[idna](https://pypi.org/project/idna) | 3.18 | Internationalized Domain Names in Applications (IDNA)
+[imageio](https://pypi.org/project/imageio) | 2.37.4 | Read and write images and video across all major formats. Supports scientific and volumetric data.
+[imagesize](https://pypi.org/project/imagesize) | 1.4.1 | Getting image size from png/jpeg/jpeg2000/gif file
+[imbalanced-learn](https://pypi.org/project/imbalanced-learn) | 0.14.2 | Toolbox for imbalanced dataset in machine learning
+[importlib-metadata](https://pypi.org/project/importlib-metadata) | 8.7.1 | Read metadata from Python packages
+[inflection](https://pypi.org/project/inflection) | 0.5.1 | A port of Ruby on Rails inflector to Python
+[iniconfig](https://pypi.org/project/iniconfig) | 2.3.0 | brain-dead simple config-ini parsing
+[interface-meta](https://pypi.org/project/interface-meta) | 2.0.1 | `interface_meta` provides a convenient way to expose an extensible API with enforced method signatures and consistent documentation.
+[intervaltree](https://pypi.org/project/intervaltree) | 3.2.1 | Editable interval tree data structure for Python 2 and 3
+[ipycanvas](https://pypi.org/project/ipycanvas) | 0.14.3 | Interactive widgets library exposing the browser's Canvas API
+[ipykernel](https://pypi.org/project/ipykernel) | 7.2.0 | IPython Kernel for Jupyter
+[ipyleaflet](https://pypi.org/project/ipyleaflet) | 0.20.0 | A Jupyter widget for dynamic Leaflet maps
+[ipympl](https://pypi.org/project/ipympl) | 0.10.0 | Matplotlib Jupyter Extension
+[ipython](https://pypi.org/project/ipython) | 9.15.0 | IPython: Productive Interactive Computing
+[ipython-genutils](https://pypi.org/project/ipython-genutils) | 0.2.0 | Vestigial utilities from IPython
+[ipython-pygments-lexers](https://pypi.org/project/ipython-pygments-lexers) | 1.1.1 | Defines a variety of Pygments lexers for highlighting IPython code.
+[ipython-sql](https://pypi.org/project/ipython-sql) | 0.5.0 | RDBMS access via IPython
+[ipywidgets](https://pypi.org/project/ipywidgets) | 8.1.8 | Jupyter interactive widgets
+[isoduration](https://pypi.org/project/isoduration) | 20.11.0 | Operations with ISO 8601 durations
+[isort](https://pypi.org/project/isort) | 8.0.1 | A Python utility / library to sort Python imports.
+[itsdangerous](https://pypi.org/project/itsdangerous) | 2.2.0 | Safely pass data to untrusted environments and back.
+[janus](https://pypi.org/project/janus) | 2.0.0 | Mixed sync-async queue to interoperate between asyncio tasks and classic threads
+[jaraco-classes](https://pypi.org/project/jaraco-classes) | 3.4.0 | Utility functions for Python class constructs
+[jaraco-context](https://pypi.org/project/jaraco-context) | 6.1.2 | Useful decorators and context managers
+[jaraco-functools](https://pypi.org/project/jaraco-functools) | 4.6.0 | Functools like those found in stdlib
+[jedi](https://pypi.org/project/jedi) | 0.20.0 | An autocompletion tool for Python that can be used for text editors.
+[jellyfish](https://pypi.org/project/jellyfish) | 0.8.7 | a library for doing approximate and phonetic matching of strings.
+[jinja2](https://pypi.org/project/jinja2) | 3.1.6 | A very fast and expressive template engine.
+[jiter](https://pypi.org/project/jiter) | 0.17.0 | Fast iterable JSON parser.
+[joblib](https://pypi.org/project/joblib) | 1.5.3 | Lightweight pipelining with Python functions
+[joserfc](https://pypi.org/project/joserfc) | 1.7.4 | The ultimate Python library for JOSE RFCs, including JWS, JWE, JWK, JWA, JWT
+[json5](https://pypi.org/project/json5) | 0.15.0 | A Python implementation of the JSON5 data format.
+[jsonpatch](https://pypi.org/project/jsonpatch) | 1.33 | Apply JSON-Patches (RFC 6902)
+[jsonpath-python](https://pypi.org/project/jsonpath-python) | 1.0.6 | A more powerful JSONPath implementation in modern python
+[jsonpointer](https://pypi.org/project/jsonpointer) | 3.1.1 | Identify specific nodes in a JSON document (RFC 6901)
+[jsonschema](https://pypi.org/project/jsonschema) | 4.26.0 | An implementation of JSON Schema validation for Python
+[jsonschema-specifications](https://pypi.org/project/jsonschema-specifications) | 2025.9.1 | The JSON Schema meta-schemas and vocabularies, exposed as a Registry
+[julia](https://pypi.org/project/julia) | 0.6.2 | Julia/Python bridge with IPython support.
+[jupyter-builder](https://pypi.org/project/jupyter-builder) | 1.2.2 | JupyterLab build tools
+[jupyter-client](https://pypi.org/project/jupyter-client) | 8.8.0 | Jupyter protocol implementation and client libraries
+[jupyter-core](https://pypi.org/project/jupyter-core) | 5.9.1 | Jupyter core package. A base package on which Jupyter projects rely.
+[jupyter-leaflet](https://pypi.org/project/jupyter-leaflet) | 0.20.0 | ipyleaflet extensions for JupyterLab and Jupyter Notebook
+[jupyterlab-pygments](https://pypi.org/project/jupyterlab-pygments) | 0.3.0 | Pygments theme using JupyterLab CSS variables
+[jupyterlab-widgets](https://pypi.org/project/jupyterlab-widgets) | 3.0.17 | Jupyter interactive widgets for JupyterLab
+[keyring](https://pypi.org/project/keyring) | 25.7.0 | Store and access your passwords safely.
+[kiwisolver](https://pypi.org/project/kiwisolver) | 1.5.1 | A fast implementation of the Cassowary constraint solver
+[lark](https://pypi.org/project/lark) | 1.3.1 | a modern parsing library
+[lazy-loader](https://pypi.org/project/lazy-loader) | 0.5 | Makes it easy to load subpackages and functions on demand.
+[librt](https://pypi.org/project/librt) | 0.15.0 | Mypyc runtime library
+[linkify-it-py](https://pypi.org/project/linkify-it-py) | 2.0.3 | Links recognition library with FULL unicode support.
+[llvmlite](https://pypi.org/project/llvmlite) | 0.50.0 | lightweight wrapper around basic LLVM functionality
+[lmfit](https://pypi.org/project/lmfit) | 1.3.4 | Least-Squares Minimization with Bounds and Constraints
+[locket](https://pypi.org/project/locket) | 1.0.0 | File-based locks for Python on Linux and Windows
+[logfire-api](https://pypi.org/project/logfire-api) | 4.33.0 | Shim for the Logfire SDK which does nothing unless Logfire is installed
+[lsprotocol](https://pypi.org/project/lsprotocol) | 2025.0.0 | Python types for Language Server Protocol.
+[lxml](https://pypi.org/project/lxml) | 6.1.3 | Powerful and Pythonic XML processing library combining libxml2/libxslt with the ElementTree API.
+[mako](https://pypi.org/project/mako) | 1.3.12 | A super-fast templating language that borrows the best ideas from the existing templating languages.
+[markdown](https://pypi.org/project/markdown) | 3.10.2 | Python implementation of John Gruber's Markdown.
+[markdown-it-py](https://pypi.org/project/markdown-it-py) | 4.2.0 | Python port of markdown-it. Markdown parsing, done right!
+[markdownify](https://pypi.org/project/markdownify) | 1.2.3 | Convert HTML to markdown.
+[markupsafe](https://pypi.org/project/markupsafe) | 3.0.4 | Safely add untrusted strings to HTML/XML markup.
+[matplotlib](https://pypi.org/project/matplotlib) | 3.11.2 | Python plotting package
+[matplotlib-inline](https://pypi.org/project/matplotlib-inline) | 0.2.2 | Inline Matplotlib backend for Jupyter
+[maturin](https://pypi.org/project/maturin) | 1.14.1 | Build and publish crates with pyo3, cffi and uniffi bindings as well as rust binaries as python packages
+[mccabe](https://pypi.org/project/mccabe) | 0.7.0 | McCabe checker, plugin for flake8
+[mdit-py-plugins](https://pypi.org/project/mdit-py-plugins) | 0.6.1 | Collection of plugins for markdown-it-py
+[mdurl](https://pypi.org/project/mdurl) | 0.1.2 | Markdown URL utilities
+[mercantile](https://pypi.org/project/mercantile) | 1.2.1 | Web mercator XYZ tile utilities
+[mergedeep](https://pypi.org/project/mergedeep) | 1.3.4 | A deep merge function for 🐍.
+[missingno](https://pypi.org/project/missingno) | 0.5.2 | Missing data visualization module for Python.
+[mistune](https://pypi.org/project/mistune) | 3.3.4 | A sane and fast Markdown parser with useful plugins and renderers
+[mizani](https://pypi.org/project/mizani) | 0.14.4 | Scales for Python
+[ml-dtypes](https://pypi.org/project/ml-dtypes) | 0.6.0 | ml_dtypes is a stand-alone implementation of several NumPy dtype extensions used in machine learning.
+[mlxtend](https://pypi.org/project/mlxtend) | 0.25.0 | Machine Learning Library Extensions
+[moocore](https://pypi.org/project/moocore) | 0.3.2 | Core Algorithms for Multi-Objective Optimization
+[more-itertools](https://pypi.org/project/more-itertools) | 11.1.0 | More routines for operating on iterables, beyond itertools
+[mpld3](https://pypi.org/project/mpld3) | 0.5.12 | D3 Viewer for Matplotlib
+[mpmath](https://pypi.org/project/mpmath) | 1.3.0 | Python library for arbitrary-precision floating-point arithmetic
+[msal](https://pypi.org/project/msal) | 1.37.0 | The Microsoft Authentication Library (MSAL) for Python library enables your app to access the Microsoft Cloud by supporting authentication of us
+[msal-extensions](https://pypi.org/project/msal-extensions) | 1.3.1 | Microsoft Authentication Library extensions (MSAL EX) provides a persistence API that can save your data on disk, encrypted on Windows, macOS an
+[multidict](https://pypi.org/project/multidict) | 6.7.1 | multidict implementation
+[multipledispatch](https://pypi.org/project/multipledispatch) | 1.0.0 | Multiple dispatch
+[mypy](https://pypi.org/project/mypy) | 2.3.0 | Optional static typing for Python
+[mypy-extensions](https://pypi.org/project/mypy-extensions) | 1.1.0 | Type system extensions for programs checked with the mypy type checker.
+[mysql-connector-python](https://pypi.org/project/mysql-connector-python) | 26.7.0 | A self-contained Python driver for communicating with MySQL servers, using an API that is compliant with the Python Database API Specification v
+[namex](https://pypi.org/project/namex) | 0.1.0 | A simple utility to separate the implementation of your Python package and its public API surface.
+[narwhals](https://pypi.org/project/narwhals) | 2.24.0 | Extremely lightweight compatibility layer between dataframe libraries
+[nbclient](https://pypi.org/project/nbclient) | 0.11.0 | A client library for executing notebooks. Formerly nbconvert's ExecutePreprocessor.
+[nbconvert](https://pypi.org/project/nbconvert) | 7.17.1 | Convert Jupyter Notebooks (.ipynb files) to other formats.
+[nbformat](https://pypi.org/project/nbformat) | 5.10.4 | The Jupyter Notebook format
+[nest-asyncio](https://pypi.org/project/nest-asyncio) | 1.6.0 | Patch asyncio to allow nested event loops
+[networkx](https://pypi.org/project/networkx) | 3.6.1 | Python package for creating and manipulating graphs and networks
+[nh3](https://pypi.org/project/nh3) | 0.3.3 | Python binding to Ammonia HTML sanitizer Rust crate
+[nltk](https://pypi.org/project/nltk) | 3.10.3 | Natural Language Toolkit
+[numba](https://pypi.org/project/numba) | 0.68.0 | compiling Python code using LLVM
+[numpy](https://pypi.org/project/numpy) | 2.5.2 | Fundamental package for array computing in Python
+[opencv-python](https://pypi.org/project/opencv-python) | 5.0.0.93 | Wrapper package for OpenCV python bindings.
+[openpyxl](https://pypi.org/project/openpyxl) | 3.1.5 | A Python library to read/write Excel 2010 xlsx/xlsm files
+[opentelemetry-api](https://pypi.org/project/opentelemetry-api) | 1.41.1 | OpenTelemetry Python API
+[opentelemetry-semantic-conventions](https://pypi.org/project/opentelemetry-semantic-conventions) | 0.62b1 | OpenTelemetry Semantic Conventions
+[optree](https://pypi.org/project/optree) | 0.20.0 | Optimized PyTree Utilities.
+[orjson](https://pypi.org/project/orjson) | 3.12.0 | Fast, correct Python JSON library supporting dataclasses, datetimes, and numpy
+[outcome](https://pypi.org/project/outcome) | 1.3.0.post0 | Capture the outcome of Python function calls.
+[packaging](https://pypi.org/project/packaging) | 26.2 | Core utilities for Python packages
+[pandas](https://pypi.org/project/pandas) | 3.0.6 | Powerful data structures for data analysis, time series, and statistics
+[pandocfilters](https://pypi.org/project/pandocfilters) | 1.5.1 | Utilities for writing pandoc filters in python
+[param](https://pypi.org/project/param) | 2.4.1 | Declarative parameters for robust Python classes and a rich API for reactive programming
+[parso](https://pypi.org/project/parso) | 0.8.7 | A Python Parser
+[partd](https://pypi.org/project/partd) | 1.4.2 | Appendable key-value storage
+[pathspec](https://pypi.org/project/pathspec) | 1.1.1 | Utility library for gitignore style pattern matching of file paths.
+[patsy](https://pypi.org/project/patsy) | 1.0.2 | A Python package for describing statistical models and for building design matrices.
+[pep8](https://pypi.org/project/pep8) | 1.7.1 | Python style guide checker
+[pexpect](https://pypi.org/project/pexpect) | 4.9.0 | Pexpect allows easy control of interactive console applications.
+[pg8000](https://pypi.org/project/pg8000) | 1.31.5 | PostgreSQL interface library
+[pickleshare](https://pypi.org/project/pickleshare) | 0.7.5 | Tiny 'shelve'-like database with concurrency support
+[pillow](https://pypi.org/project/pillow) | 12.3.0 | Python Imaging Library (fork)
+[pip](https://pypi.org/project/pip) | 26.2.1 | The PyPA recommended tool for installing Python packages.
+[pipdeptree](https://pypi.org/project/pipdeptree) | 3.1.0 | Command line utility to show dependency tree of packages.
+[platformdirs](https://pypi.org/project/platformdirs) | 4.11.3 | A small Python package for determining appropriate platform-specific dirs, e.g. a `user data dir`.
+[plotly](https://pypi.org/project/plotly) | 6.9.0 | An open-source interactive data visualization library for Python
+[plotnine](https://pypi.org/project/plotnine) | 0.15.8 | A Grammar of Graphics for Python
+[pluggy](https://pypi.org/project/pluggy) | 1.6.0 | plugin and hook calling mechanisms for python
+[polars](https://pypi.org/project/polars) | 1.44.2 | Blazingly fast DataFrame library
+[polars-runtime-32](https://pypi.org/project/polars-runtime-32) | 1.44.2 | Blazingly fast DataFrame library
+[prettytable](https://pypi.org/project/prettytable) | 3.18.0 | A simple Python library for easily displaying tabular data in a visually appealing ASCII table format
+[priority](https://pypi.org/project/priority) | 2.0.0 | A pure-Python implementation of the HTTP/2 priority tree
+[prometheus-client](https://pypi.org/project/prometheus-client) | 0.26.0 | Python client for the Prometheus monitoring system.
+[prompt-toolkit](https://pypi.org/project/prompt-toolkit) | 3.0.53 | Library for building powerful interactive command lines in Python
+[propcache](https://pypi.org/project/propcache) | 0.5.2 | Accelerated property cache
+[protobuf](https://pypi.org/project/protobuf) | 7.36.1 | 
+[psutil](https://pypi.org/project/psutil) | 7.2.2 | Cross-platform lib for process and system monitoring.
+[psycopg2](https://pypi.org/project/psycopg2) | 2.9.13 | psycopg2 - Python-PostgreSQL Database Adapter
+[psygnal](https://pypi.org/project/psygnal) | 0.16.1 | Fast python callback/event system modeled after Qt Signals
+[ptpython](https://pypi.org/project/ptpython) | 3.0.32 | Python REPL build on top of prompt_toolkit
+[ptyprocess](https://pypi.org/project/ptyprocess) | 0.7.0 | Run a subprocess in a pseudo terminal
+[pure-eval](https://pypi.org/project/pure-eval) | 0.2.3 | Safely evaluate AST nodes without side effects
+[py-key-value-aio](https://pypi.org/project/py-key-value-aio) | 0.4.5 | Async Key-Value Store - A pluggable interface for KV Stores
+[pyasn1](https://pypi.org/project/pyasn1) | 0.6.4 | Pure-Python implementation of ASN.1 types and DER/BER/CER codecs (X.208)
+[pyasn1-modules](https://pypi.org/project/pyasn1-modules) | 0.4.2 | A collection of ASN.1-based protocols modules
+[pybind11](https://pypi.org/project/pybind11) | 3.1.0 | Seamless operability between C++11 and Python
+[pycodestyle](https://pypi.org/project/pycodestyle) | 2.14.0 | Python style guide checker
+[pycparser](https://pypi.org/project/pycparser) | 3.0 | C parser in Python
+[pyct](https://pypi.org/project/pyct) | 0.6.0 | Python package common tasks for users (e.g. copy examples, fetch data, ...)
+[pydantic](https://pypi.org/project/pydantic) | 2.14.0b2 | Data validation using Python type hints
+[pydantic-ai-slim](https://pypi.org/project/pydantic-ai-slim) | 1.106.0 | Agent Framework / shim to use Pydantic with LLMs, slim package
+[pydantic-core](https://pypi.org/project/pydantic-core) | 2.49.0 | Core functionality for Pydantic validation and serialization
+[pydantic-graph](https://pypi.org/project/pydantic-graph) | 1.106.0 | Graph and state machine library
+[pydocstyle](https://pypi.org/project/pydocstyle) | 6.3.0 | Python docstring style checker
+[pydot](https://pypi.org/project/pydot) | 4.0.1 | Python interface to Graphviz's Dot
+[pyflakes](https://pypi.org/project/pyflakes) | 3.4.0 | passive checker of Python programs
+[pygithub](https://pypi.org/project/pygithub) | 2.8.1 | Use the full Github API v3
+[pygments](https://pypi.org/project/pygments) | 2.20.0 | Pygments is a syntax highlighting package written in Python.
+[pyjwt](https://pypi.org/project/pyjwt) | 2.15.1 | JSON Web Token implementation in Python
+[pylint](https://pypi.org/project/pylint) | 4.0.6 | python code static checker
+[pylint-venv](https://pypi.org/project/pylint-venv) | 3.0.4 | pylint-venv provides a Pylint init-hook to use the same Pylint installation with different virtual environments.
+[pympler](https://pypi.org/project/pympler) | 1.1 | A development tool to measure, monitor and analyze the memory behavior of Python objects.
+[pynacl](https://pypi.org/project/pynacl) | 1.6.2 | Python binding to the Networking and Cryptography (NaCl) library
+[pynndescent](https://pypi.org/project/pynndescent) | 0.6.0 | Nearest Neighbor Descent
+[pyomo](https://pypi.org/project/pyomo) | 6.10.1 | The Pyomo optimization modeling framework
+[pypandoc](https://pypi.org/project/pypandoc) | 1.15 | Thin wrapper for pandoc.
+[pyparsing](https://pypi.org/project/pyparsing) | 3.3.2 | pyparsing - Classes and methods to define and execute parsing grammars
+[pypdf](https://pypi.org/project/pypdf) | 6.19.0 | A pure-python PDF library capable of splitting, merging, cropping, and transforming PDF files
+[pyperclip](https://pypi.org/project/pyperclip) | 1.11.0 | A cross-platform clipboard module for Python. (Only handles plain text for now.)
+[pyproject-hooks](https://pypi.org/project/pyproject-hooks) | 1.2.0 | Wrappers to call pyproject.toml-based build backend hooks.
+[pyserial](https://pypi.org/project/pyserial) | 3.5 | Python Serial Port Extension
+[pysocks](https://pypi.org/project/pysocks) | 1.7.1 | A Python SOCKS client module. See https://github.com/Anorov/PySocks for more information.
+[pyspnego](https://pypi.org/project/pyspnego) | 0.12.0 | Windows Negotiate Authentication Client and Server
+[pytest](https://pypi.org/project/pytest) | 9.0.3 | pytest: simple powerful testing with Python
+[python-barcode](https://pypi.org/project/python-barcode) | 0.16.1 | Create standard barcodes with Python. No external modules needed. (optional Pillow support included).
+[python-dateutil](https://pypi.org/project/python-dateutil) | 2.9.0.post0 | Extensions to the standard Python datetime module
+[python-dotenv](https://pypi.org/project/python-dotenv) | 1.2.2 | Read key-value pairs from a .env file and set them as environment variables
+[python-json-logger](https://pypi.org/project/python-json-logger) | 4.2.0 | JSON Log Formatter for the Python Logging Package
+[python-multipart](https://pypi.org/project/python-multipart) | 0.0.32 | A streaming multipart parser for Python
+[python-slugify](https://pypi.org/project/python-slugify) | 8.0.4 | A Python slugify application that also handles Unicode
+[pytokens](https://pypi.org/project/pytokens) | 0.4.1 | A Fast, spec compliant Python 3.14+ tokenizer that runs on older Pythons.
+[pytoolconfig](https://pypi.org/project/pytoolconfig) | 1.3.1 | Python tool configuration
+[pyuca](https://pypi.org/project/pyuca) | 1.2 | a Python implementation of the Unicode Collation Algorithm
+[pyusb](https://pypi.org/project/pyusb) | 1.3.1 | Easy USB access for Python
+[pyvisa](https://pypi.org/project/pyvisa) | 1.16.2 | Python VISA bindings for GPIB, RS232, TCPIP and USB instruments
+[pyviz-comms](https://pypi.org/project/pyviz-comms) | 3.0.6 | A JupyterLab extension for rendering HoloViz content.
+[pywavelets](https://pypi.org/project/pywavelets) | 1.10.0 | PyWavelets, wavelet transform module
+[pywin32](https://pypi.org/project/pywin32) | 312 | Python for Windows Extensions
+[pywin32-ctypes](https://pypi.org/project/pywin32-ctypes) | 0.2.3 | A (partial) reimplementation of pywin32 using ctypes/cffi
+[pyzmq](https://pypi.org/project/pyzmq) | 27.2.0 | Python bindings for 0MQ
+[qrcode](https://pypi.org/project/qrcode) | 8.2 | QR Code image generator
+[quantecon](https://pypi.org/project/quantecon) | 0.11.4 | Import the main names to top level.
+[quart](https://pypi.org/project/quart) | 0.20.0 | A Python ASGI web framework with the same API as Flask
+[rapidfuzz](https://pypi.org/project/rapidfuzz) | 3.14.6 | rapid fuzzy string matching
+[readme-renderer](https://pypi.org/project/readme-renderer) | 45.0 | readme_renderer is a library for rendering readme descriptions for Warehouse
+[referencing](https://pypi.org/project/referencing) | 0.37.0 | JSON Referencing + Python
+[regex](https://pypi.org/project/regex) | 2026.9.10 | Alternative regular expression module, to replace re.
+[reportlab](https://pypi.org/project/reportlab) | 5.0.0 | The Reportlab Toolkit
+[requests](https://pypi.org/project/requests) | 2.34.2 | Python HTTP for Humans.
+[requests-ntlm](https://pypi.org/project/requests-ntlm) | 1.3.0 | This package allows for HTTP NTLM authentication using the requests library.
+[requests-toolbelt](https://pypi.org/project/requests-toolbelt) | 1.0.0 | A utility belt for advanced users of python-requests
+[rfc3339-validator](https://pypi.org/project/rfc3339-validator) | 0.1.4 | A pure python RFC3339 validator
+[rfc3986](https://pypi.org/project/rfc3986) | 2.0.0 | Validating URI References per RFC 3986
+[rfc3986-validator](https://pypi.org/project/rfc3986-validator) | 0.1.1 | Pure python rfc3986 validator
+[rfc3987-syntax](https://pypi.org/project/rfc3987-syntax) | 1.1.0 | Helper functions to syntactically validate strings according to RFC 3987.
+[rich](https://pypi.org/project/rich) | 15.0.0 | Render rich text, tables, progress bars, syntax highlighting, markdown and more to the terminal
+[roman-numerals](https://pypi.org/project/roman-numerals) | 4.1.0 | Manipulate well-formed Roman numerals
+[rope](https://pypi.org/project/rope) | 1.14.0 | a python refactoring library...
+[rpds-py](https://pypi.org/project/rpds-py) | 2026.6.3 | Python bindings to Rust's persistent data structures (rpds)
+[rsa](https://pypi.org/project/rsa) | 4.9.1 | Pure-Python RSA implementation
+[rtree](https://pypi.org/project/rtree) | 1.4.1 | R-Tree spatial index for Python GIS
+[ruff](https://pypi.org/project/ruff) | 0.16.1 | An extremely fast Python linter and code formatter, written in Rust.
+[rx](https://pypi.org/project/rx) | 3.2.0 | Reactive Extensions (Rx) for Python
+[scikit-learn](https://pypi.org/project/scikit-learn) | 1.9.1 | A set of python modules for machine learning and data mining
+[scipy](https://pypi.org/project/scipy) | 1.18.1 | Fundamental algorithms for scientific computing in Python
+[scramp](https://pypi.org/project/scramp) | 1.4.17 | An implementation of the SCRAM protocol.
+[scs](https://pypi.org/project/scs) | 3.3.1 | Splitting conic solver
+[seaborn](https://pypi.org/project/seaborn) | 0.13.2 | Statistical data visualization
+[send2trash](https://pypi.org/project/send2trash) | 2.1.0 | Send file to trash natively under Mac OS X, Windows and Linux
+[setuptools](https://pypi.org/project/setuptools) | 83.0.0 | Most extensible Python build backend with support for C/C++ extension modules
+[shellingham](https://pypi.org/project/shellingham) | 1.5.4 | Tool to Detect Surrounding Shell
+[simplejson](https://pypi.org/project/simplejson) | 4.1.2 | Simple, fast, extensible JSON encoder/decoder for Python
+[simpy](https://pypi.org/project/simpy) | 4.1.2 | Event discrete, process based simulation for Python.
+[six](https://pypi.org/project/six) | 1.17.0 | Python 2 and 3 compatibility utilities
+[sklearn-compat](https://pypi.org/project/sklearn-compat) | 0.1.6 | Ease support for compatible scikit-learn estimators across versions
+[smmap](https://pypi.org/project/smmap) | 5.0.3 | A pure Python implementation of a sliding window memory map manager
+[sniffio](https://pypi.org/project/sniffio) | 1.3.1 | Sniff out which async library your code is running under
+[snowballstemmer](https://pypi.org/project/snowballstemmer) | 3.1.1 | This package provides 36 stemmers for 34 languages generated from Snowball algorithms.
+[sortedcontainers](https://pypi.org/project/sortedcontainers) | 2.4.0 | Sorted Containers -- Sorted List, Sorted Dict, Sorted Set
+[sounddevice](https://pypi.org/project/sounddevice) | 0.5.5 | Play and Record Sound with Python
+[soundfile](https://pypi.org/project/soundfile) | 0.14.0 | An audio library based on libsndfile, CFFI and NumPy
+[soupsieve](https://pypi.org/project/soupsieve) | 2.9.2 | A modern CSS selector implementation for Beautiful Soup.
+[sqlalchemy](https://pypi.org/project/sqlalchemy) | 2.0.51 | Database Abstraction Library
+[sqlite-bro](https://pypi.org/project/sqlite-bro) | 1.3.2 | a graphic SQLite and DuckDB Client in 1 Python file
+[sqlite-fts4](https://pypi.org/project/sqlite-fts4) | 1.0.3 | Python functions for working with SQLite FTS4 search
+[sqlite-utils](https://pypi.org/project/sqlite-utils) | 4.2.1 | CLI tool and Python library for manipulating SQLite databases
+[sqlparse](https://pypi.org/project/sqlparse) | 0.6.0 | A non-validating SQL parser.
+[squarify](https://pypi.org/project/squarify) | 0.4.4 | Pure Python implementation of the squarify treemap layout algorithm
+[sse-starlette](https://pypi.org/project/sse-starlette) | 3.4.8 | SSE plugin for Starlette
+[sspilib](https://pypi.org/project/sspilib) | 0.5.0 | SSPI API bindings for Python
+[stack-data](https://pypi.org/project/stack-data) | 0.6.3 | Extract data from python stack frames and tracebacks for informative displays
+[starlette](https://pypi.org/project/starlette) | 1.6.0 | The little ASGI library that shines.
+[statsmodels](https://pypi.org/project/statsmodels) | 0.15.0 | Statistical computations and models for Python
+[sympy](https://pypi.org/project/sympy) | 1.14.0 | Computer algebra system (CAS) in Python
+[tabulate](https://pypi.org/project/tabulate) | 0.10.0 | Pretty-print tabular data
+[tenacity](https://pypi.org/project/tenacity) | 9.1.4 | Retry code until it succeeds
+[termcolor](https://pypi.org/project/termcolor) | 3.3.0 | ANSI color formatting for output in terminal
+[text-unidecode](https://pypi.org/project/text-unidecode) | 1.3 | The most basic Text::Unidecode port
+[textdistance](https://pypi.org/project/textdistance) | 4.6.3 | Compute distance between the two texts.
+[thefuzz](https://pypi.org/project/thefuzz) | 0.22.1 | Fuzzy string matching in python
+[threadpoolctl](https://pypi.org/project/threadpoolctl) | 3.6.0 | threadpoolctl
+[three-merge](https://pypi.org/project/three-merge) | 0.1.1 | Simple library for merging two strings with respect to a base one
+[tifffile](https://pypi.org/project/tifffile) | 2026.4.11 | Read and write TIFF files
+[tiktoken](https://pypi.org/project/tiktoken) | 0.14.0 | tiktoken is a fast BPE tokeniser for use with OpenAI's models
+[tinycss2](https://pypi.org/project/tinycss2) | 1.5.1 | A tiny CSS parser
+[toml](https://pypi.org/project/toml) | 0.10.2 | Python Library for Tom's Obvious, Minimal Language
+[tomli-w](https://pypi.org/project/tomli-w) | 1.2.0 | A lil' TOML writer
+[tomlkit](https://pypi.org/project/tomlkit) | 0.15.1 | Style preserving TOML library
+[toolz](https://pypi.org/project/toolz) | 1.1.0 | List processing tools and functional utilities
+[tornado](https://pypi.org/project/tornado) | 6.5.10 | Tornado is a Python web framework and asynchronous networking library, originally developed at FriendFeed.
+[tqdm](https://pypi.org/project/tqdm) | 4.70.0 | Fast, Extensible Progress Meter
+[traitlets](https://pypi.org/project/traitlets) | 5.16.1 | Traitlets Python configuration system
+[traittypes](https://pypi.org/project/traittypes) | 0.2.3 | Scipy trait types
+[trio](https://pypi.org/project/trio) | 0.34.0 | A friendly Python library for async concurrency and I/O
+[trove-classifiers](https://pypi.org/project/trove-classifiers) | 2026.6.1.19 | Canonical source for classifiers on PyPI (pypi.org).
+[truststore](https://pypi.org/project/truststore) | 0.10.4 | Verify certificates using native system trust stores
+[twine](https://pypi.org/project/twine) | 7.0.0 | Collection of utilities for publishing packages on PyPI
+[typer](https://pypi.org/project/typer) | 0.25.1 | Typer, build great CLIs. Easy to code. Based on Python type hints.
+[types-requests](https://pypi.org/project/types-requests) | 2.33.0.20260712 | Typing stubs for requests
+[typing-extensions](https://pypi.org/project/typing-extensions) | 4.16.0 | Backported and Experimental Type Hints for Python 3.9+
+[typing-inspection](https://pypi.org/project/typing-inspection) | 0.4.4 | Runtime typing introspection tools
+[tzdata](https://pypi.org/project/tzdata) | 2026.3 | Provider of IANA time zone data
+[tzlocal](https://pypi.org/project/tzlocal) | 5.4.4 | tzinfo object for the local timezone
+[uc-micro-py](https://pypi.org/project/uc-micro-py) | 2.0.0 | Micro subset of unicode data files for linkify-it-py projects.
+[ujson](https://pypi.org/project/ujson) | 6.0.0 | Ultra fast JSON encoder and decoder for Python
+[umap-learn](https://pypi.org/project/umap-learn) | 0.5.12 | Uniform Manifold Approximation and Projection
+[uncertainties](https://pypi.org/project/uncertainties) | 3.2.3 | calculations with values with uncertainties, error propagation
+[uri-template](https://pypi.org/project/uri-template) | 1.3.0 | RFC 6570 URI Template Processor
+[urllib3](https://pypi.org/project/urllib3) | 2.8.0 | HTTP library with thread-safe connection pooling, file post, and more.
+[uuid-utils](https://pypi.org/project/uuid-utils) | 0.14.0 | Fast, drop-in replacement for Python's uuid module, powered by Rust.
+[uvicorn](https://pypi.org/project/uvicorn) | 0.51.0 | The lightning-fast ASGI server.
+[vega-datasets](https://pypi.org/project/vega-datasets) | 0.9.0 | A Python package for offline access to Vega datasets
+[waitress](https://pypi.org/project/waitress) | 3.0.2 | Waitress WSGI server
+[watchdog](https://pypi.org/project/watchdog) | 6.0.0 | Filesystem events monitoring
+[wcwidth](https://pypi.org/project/wcwidth) | 0.7.0 | Measures the displayed width of unicode strings in a terminal
+[webcolors](https://pypi.org/project/webcolors) | 25.10.0 | A library for working with the color formats defined by HTML and CSS.
+[webencodings](https://pypi.org/project/webencodings) | 0.5.1 | Character encoding aliases for legacy web content
+[websocket-client](https://pypi.org/project/websocket-client) | 1.9.0 | WebSocket client for Python with low level API options
+[websockets](https://pypi.org/project/websockets) | 15.0.1 | An implementation of the WebSocket Protocol (RFC 6455 & 7692)
+[werkzeug](https://pypi.org/project/werkzeug) | 3.1.8 | The comprehensive WSGI web application library.
+[whatthepatch](https://pypi.org/project/whatthepatch) | 1.0.7 | A patch parsing and application library.
+[wheel](https://pypi.org/project/wheel) | 0.48.0 | Command line tool for manipulating wheel files
+[widgetsnbextension](https://pypi.org/project/widgetsnbextension) | 4.0.16 | Jupyter interactive widgets for Jupyter Notebook
+[wppm](https://pypi.org/project/wppm) | 17.13.20260913 | pip companion: extras-aware dependency trees, offline wheelhouses, portable Pythons
+[wrapt](https://pypi.org/project/wrapt) | 2.4.0 | Module for decorators, wrappers and monkey patching.
+[wsproto](https://pypi.org/project/wsproto) | 1.3.2 | Pure-Python WebSocket protocol implementation
+[xarray](https://pypi.org/project/xarray) | 2026.7.0 | N-D labeled arrays and datasets in Python
+[xlsxwriter](https://pypi.org/project/xlsxwriter) | 3.2.9 | A Python module for creating Excel XLSX files.
+[xxhash](https://pypi.org/project/xxhash) | 4.0.1 | Python binding for xxHash
+[xyzservices](https://pypi.org/project/xyzservices) | 2026.3.0 | Source of XYZ tiles providers
+[yapf](https://pypi.org/project/yapf) | 0.43.0 | A formatter for Python code
+[yarl](https://pypi.org/project/yarl) | 1.24.5 | Yet another URL library
+[yt-dlp](https://pypi.org/project/yt-dlp) | 2026.7.4 | A feature-rich command-line audio/video downloader
+[zipp](https://pypi.org/project/zipp) | 4.1.0 | Backport of pathlib-compatible object wrapper for zip files
+
+
+### WheelHouse packages
+
+Name | Version | Description
+-----|---------|------------
+
+
+
diff --git a/changelogs/WinPythonslimf-64bit-3.14.7.1b1.md b/changelogs/WinPythonslimf-64bit-3.14.7.1b1.md
new file mode 100644
index 00000000..da8687ce
--- /dev/null
+++ b/changelogs/WinPythonslimf-64bit-3.14.7.1b1.md
@@ -0,0 +1,499 @@
+## WinPython 3.14.7.1slimf
+
+The following packages are included in WinPython-64bit v3.14.7.1slimf b1.
+
+
+### Tools
+
+Name | Version | Description
+-----|---------|------------
+[Pandoc](https://pandoc.org) | 3.1.9 | an universal document converter
+[Python](http://www.python.org/) | 3.14.7 | Python programming language with standard library
+
+
+### Python packages
+
+Name | Version | Description
+-----|---------|------------
+[absl-py](https://pypi.org/project/absl-py) | 2.5.0 | Abseil Python Common Libraries, see https://github.com/abseil/abseil-py.
+[adbc-driver-manager](https://pypi.org/project/adbc-driver-manager) | 1.11.0 | A generic entrypoint for ADBC drivers.
+[aiofiles](https://pypi.org/project/aiofiles) | 25.1.0 | File support for asyncio.
+[aiohappyeyeballs](https://pypi.org/project/aiohappyeyeballs) | 2.7.1 | Happy Eyeballs for asyncio
+[aiohttp](https://pypi.org/project/aiohttp) | 3.14.3 | Async http client/server framework (asyncio)
+[aiosignal](https://pypi.org/project/aiosignal) | 1.4.0 | aiosignal: a list of registered asynchronous callbacks
+[aiosqlite](https://pypi.org/project/aiosqlite) | 0.22.1 | asyncio bridge to the standard sqlite3 module
+[alabaster](https://pypi.org/project/alabaster) | 1.0.0 | A light, configurable Sphinx theme
+[alembic](https://pypi.org/project/alembic) | 1.18.5 | A database migration tool for SQLAlchemy.
+[altair](https://pypi.org/project/altair) | 6.2.2 | Vega-Altair: A declarative statistical visualization library for Python.
+[annotated-doc](https://pypi.org/project/annotated-doc) | 0.0.5 | Document parameters, class attributes, return types, and variables inline, with Annotated.
+[annotated-types](https://pypi.org/project/annotated-types) | 0.8.0 | Reusable constraint types to use with typing.Annotated
+[anthropic](https://pypi.org/project/anthropic) | 0.121.0 | The official Python library for the anthropic API
+[anyio](https://pypi.org/project/anyio) | 4.14.2 | High-level concurrency and networking framework on top of asyncio or Trio
+[anywidget](https://pypi.org/project/anywidget) | 0.11.0 | custom jupyter widgets made easy
+[appdirs](https://pypi.org/project/appdirs) | 1.4.4 | A small Python module for determining appropriate platform-specific dirs, e.g. a "user data dir".
+[argcomplete](https://pypi.org/project/argcomplete) | 3.6.3 | Bash tab completion for argparse
+[argon2-cffi](https://pypi.org/project/argon2-cffi) | 25.1.0 | Argon2 for Python
+[argon2-cffi-bindings](https://pypi.org/project/argon2-cffi-bindings) | 25.1.0 | Low-level CFFI bindings for Argon2
+[array-api-compat](https://pypi.org/project/array-api-compat) | 1.15.0 | A wrapper around NumPy and other array libraries to make them compatible with the Array API standard
+[arrow](https://pypi.org/project/arrow) | 1.4.0 | Better dates & times for Python
+[asgi-csrf](https://pypi.org/project/asgi-csrf) | 0.11 | ASGI middleware for protecting against CSRF attacks
+[asgiref](https://pypi.org/project/asgiref) | 3.12.1 | ASGI specs, helper code, and adapters
+[asn1crypto](https://pypi.org/project/asn1crypto) | 1.5.1 | Fast ASN.1 parser and serializer with definitions for private keys, public keys, certificates, CRL, OCSP, CMS, PKCS#3, PKCS#7, PKCS#8, PKCS#12,
+[ast-serialize](https://pypi.org/project/ast-serialize) | 0.8.0 | Python bindings for mypy AST serialization
+[asteval](https://pypi.org/project/asteval) | 1.0.9 | Safe, minimalistic evaluator of python expression using ast module
+[astroid](https://pypi.org/project/astroid) | 4.0.4 | An abstract syntax tree for Python with inference support.
+[asttokens](https://pypi.org/project/asttokens) | 3.0.2 | Annotate AST trees with source code positions
+[async-lru](https://pypi.org/project/async-lru) | 2.3.0 | Simple LRU cache for asyncio
+[asyncssh](https://pypi.org/project/asyncssh) | 2.24.0 | AsyncSSH: Asynchronous SSHv2 client and server library
+[attrs](https://pypi.org/project/attrs) | 26.1.0 | Classes Without Boilerplate
+[autopep8](https://pypi.org/project/autopep8) | 2.0.4 | A tool that automatically formats Python code to conform to the PEP 8 style guide
+[azure-core](https://pypi.org/project/azure-core) | 1.41.0 | Microsoft Azure Core Library for Python
+[azure-cosmos](https://pypi.org/project/azure-cosmos) | 4.16.1 | Microsoft Azure Cosmos Client Library for Python
+[azure-identity](https://pypi.org/project/azure-identity) | 1.25.3 | Microsoft Azure Identity Library for Python
+[babel](https://pypi.org/project/babel) | 2.18.0 | Internationalization utilities
+[baresql](https://pypi.org/project/baresql) | 1.0.0 | playing SQL directly on Python datas
+[bcrypt](https://pypi.org/project/bcrypt) | 5.0.0 | Modern password hashing for your software and your servers
+[beautifulsoup4](https://pypi.org/project/beautifulsoup4) | 4.15.0 | Screen-scraping library
+[binaryornot](https://pypi.org/project/binaryornot) | 0.6.0 | Ultra-lightweight pure Python package to check if a file is binary or text.
+[black](https://pypi.org/project/black) | 26.5.1 | The uncompromising code formatter.
+[bleach](https://pypi.org/project/bleach) | 6.4.0 | An easy safelist-based HTML-sanitizing tool.
+[blinker](https://pypi.org/project/blinker) | 1.9.0 | Fast, simple object-to-object and broadcast signaling
+[bokeh](https://pypi.org/project/bokeh) | 3.9.1 | Interactive plots and applications in the browser from Python
+[branca](https://pypi.org/project/branca) | 0.8.2 | Generate complex HTML+JS pages with Python
+[build](https://pypi.org/project/build) | 1.5.0 | A simple, correct Python build frontend
+[cachetools](https://pypi.org/project/cachetools) | 7.1.4 | Extensible memoizing collections and decorators
+[cattrs](https://pypi.org/project/cattrs) | 26.1.0 | Composable complex class support for attrs and dataclasses.
+[certifi](https://pypi.org/project/certifi) | 2026.1.4 | Python package for providing Mozilla's CA Bundle.
+[cffi](https://pypi.org/project/cffi) | 2.1.1 | Foreign Function Interface for Python calling C code.
+[charset-normalizer](https://pypi.org/project/charset-normalizer) | 3.4.7 | The Real First Universal Charset Detector. Open, modern and actively maintained alternative to Chardet.
+[click](https://pypi.org/project/click) | 8.4.2 | Composable command line interface toolkit
+[click-default-group](https://pypi.org/project/click-default-group) | 1.2.4 | click_default_group
+[cloudpickle](https://pypi.org/project/cloudpickle) | 3.1.2 | Pickler class to extend the standard pickle.Pickler functionality
+[colorama](https://pypi.org/project/colorama) | 0.4.6 | Cross-platform colored terminal text.
+[colorcet](https://pypi.org/project/colorcet) | 3.2.1 | Collection of perceptually uniform colormaps
+[colorlog](https://pypi.org/project/colorlog) | 6.12.0 | Add colours to the output of Python's logging module.
+[comm](https://pypi.org/project/comm) | 0.2.3 | Jupyter Python Comm implementation, for usage in ipykernel, xeus-python etc.
+[contourpy](https://pypi.org/project/contourpy) | 1.3.3 | Python library for calculating contours of 2D quadrilateral grids
+[cookiecutter](https://pypi.org/project/cookiecutter) | 2.7.1 | A command-line utility that creates projects from project templates, e.g.
+[cryptography](https://pypi.org/project/cryptography) | 50.0.0 | cryptography is a package which provides cryptographic recipes and primitives to Python developers.
+[cycler](https://pypi.org/project/cycler) | 0.12.1 | Composable style cycles
+[cython](https://pypi.org/project/cython) | 3.2.9 | The Cython compiler for writing C extensions in the Python language.
+[cytoolz](https://pypi.org/project/cytoolz) | 1.1.0 | Cython implementation of Toolz: High performance functional utilities
+[dask](https://pypi.org/project/dask) | 2026.7.1 | Parallel PyData with Task Scheduling
+[datasette](https://pypi.org/project/datasette) | 0.65.3 | An open source multi-tool for exploring and publishing data
+[datasette-graphql](https://pypi.org/project/datasette-graphql) | 2.2 | Datasette plugin providing an automatic GraphQL API for your SQLite databases
+[datashader](https://pypi.org/project/datashader) | 0.19.1 | Data visualization toolchain based on aggregating into a grid
+[debugpy](https://pypi.org/project/debugpy) | 1.8.21 | An implementation of the Debug Adapter Protocol for Python
+[decorator](https://pypi.org/project/decorator) | 5.3.1 | Decorators for Humans
+[defusedxml](https://pypi.org/project/defusedxml) | 0.7.1 | XML bomb protection for Python stdlib modules
+[diff-match-patch](https://pypi.org/project/diff-match-patch) | 20241021 | Repackaging of Google's Diff Match and Patch libraries.
+[dill](https://pypi.org/project/dill) | 0.4.1 | serialize all of Python
+[distro](https://pypi.org/project/distro) | 1.9.0 | Distro - an OS platform information API
+[docstring-parser](https://pypi.org/project/docstring-parser) | 0.18.0 | Parse Python docstrings in reST, Google and Numpydoc format
+[docstring-to-markdown](https://pypi.org/project/docstring-to-markdown) | 0.17 | On the fly conversion of Python docstrings to markdown
+[docutils](https://pypi.org/project/docutils) | 0.22.4 | Docutils -- Python Documentation Utilities
+[entrypoints](https://pypi.org/project/entrypoints) | 0.4 | Discover and load entry points from installed packages.
+[et-xmlfile](https://pypi.org/project/et-xmlfile) | 2.0.0 | An implementation of lxml.xmlfile for the standard library
+[eval-type-backport](https://pypi.org/project/eval-type-backport) | 0.3.1 | Like `typing._eval_type`, but lets older Python versions use newer typing features.
+[executing](https://pypi.org/project/executing) | 2.2.1 | Get the currently executing AST node of a frame, and other information
+[faker](https://pypi.org/project/faker) | 40.28.1 | Faker is a Python package that generates fake data for you.
+[fasta2a](https://pypi.org/project/fasta2a) | 0.6.1 | Convert an AI Agent into a A2A server! ✨
+[fastapi](https://pypi.org/project/fastapi) | 0.141.1 | FastAPI framework, high performance, easy to learn, fast to code, ready for production
+[fastjsonschema](https://pypi.org/project/fastjsonschema) | 2.21.2 | Fastest Python implementation of JSON schema
+[filelock](https://pypi.org/project/filelock) | 3.32.2 | A platform independent file lock.
+[flake8](https://pypi.org/project/flake8) | 7.1.1 | the modular source code checker: pep8 pyflakes and co
+[flask](https://pypi.org/project/flask) | 3.1.3 | A simple framework for building complex web applications.
+[flatbuffers](https://pypi.org/project/flatbuffers) | 25.12.19 | The FlatBuffers serialization format for Python
+[flexcache](https://pypi.org/project/flexcache) | 0.3 | Saves and loads to the cache a transformed versions of a source object.
+[flexparser](https://pypi.org/project/flexparser) | 0.4 | Parsing made fun ... using typing.
+[flit](https://pypi.org/project/flit) | 3.12.0 | A simple packaging tool for simple packages.
+[flit-core](https://pypi.org/project/flit-core) | 3.12.0 | Distribution-building parts of Flit. See flit package for more information
+[folium](https://pypi.org/project/folium) | 0.20.0 | Make beautiful maps with Leaflet.js & Python
+[fonttools](https://pypi.org/project/fonttools) | 4.63.0 | Tools to manipulate font files
+[foundry-local-sdk](https://pypi.org/project/foundry-local-sdk) | 0.5.1 | Foundry Local Manager Python SDK: Control-plane SDK for Foundry Local.
+[fqdn](https://pypi.org/project/fqdn) | 1.5.1 | Validates fully-qualified domain names against RFC 1123, so that they are acceptable to modern bowsers
+[frozenlist](https://pypi.org/project/frozenlist) | 1.8.0 | A list-like structure which implements collections.abc.MutableSequence
+[fsspec](https://pypi.org/project/fsspec) | 2026.7.0 | File-system specification
+[fuzzywuzzy](https://pypi.org/project/fuzzywuzzy) | 0.18.0 | Fuzzy string matching in python
+[genai-prices](https://pypi.org/project/genai-prices) | 0.0.60 | Calculate prices for calling LLM inference APIs.
+[geographiclib](https://pypi.org/project/geographiclib) | 2.1 | The geodesic routines from GeographicLib
+[geopy](https://pypi.org/project/geopy) | 2.4.1 | Python Geocoding Toolbox
+[gitdb](https://pypi.org/project/gitdb) | 4.0.12 | Git Object Database
+[gitpython](https://pypi.org/project/gitpython) | 3.1.59 | GitPython is a Python library used to interact with Git repositories
+[google-auth](https://pypi.org/project/google-auth) | 2.56.3 | Google Authentication Library
+[google-genai](https://pypi.org/project/google-genai) | 2.18.0 | GenAI Python SDK
+[graphene](https://pypi.org/project/graphene) | 3.4.3 | GraphQL Framework for Python
+[graphql-core](https://pypi.org/project/graphql-core) | 3.2.11 | GraphQL implementation for Python, a port of GraphQL.js, the JavaScript reference implementation for GraphQL.
+[graphql-relay](https://pypi.org/project/graphql-relay) | 3.2.0 | Relay library for graphql-core
+[greenlet](https://pypi.org/project/greenlet) | 3.4.0 | Lightweight in-process concurrent programming
+[griffelib](https://pypi.org/project/griffelib) | 2.1.0 | Signatures for entire Python programs.
+[groq](https://pypi.org/project/groq) | 1.6.0 | The official Python library for the groq API
+[h11](https://pypi.org/project/h11) | 0.16.0 | A pure-Python, bring-your-own-I/O implementation of HTTP/1.1
+[h2](https://pypi.org/project/h2) | 4.4.1 | Pure-Python HTTP/2 protocol implementation
+[h5py](https://pypi.org/project/h5py) | 3.16.0 | Read and write HDF5 files from Python
+[hatchling](https://pypi.org/project/hatchling) | 1.32.0 | Modern, extensible Python build backend
+[hf-xet](https://pypi.org/project/hf-xet) | 1.6.0 | Fast transfer of large files with the Hugging Face Hub.
+[holoviews](https://pypi.org/project/holoviews) | 1.23.1 | A high-level plotting API for the PyData ecosystem built on HoloViews.
+[hpack](https://pypi.org/project/hpack) | 4.2.0 | Pure-Python HPACK header encoding
+[html5lib](https://pypi.org/project/html5lib) | 1.1 | HTML parser based on the WHATWG HTML specification
+[httpcore](https://pypi.org/project/httpcore) | 1.0.9 | A minimal low-level HTTP client.
+[httpcore2](https://pypi.org/project/httpcore2) | 2.10.0 | A minimal low-level HTTP client.
+[httptools](https://pypi.org/project/httptools) | 0.8.0 | A collection of framework independent HTTP protocol utils.
+[httpx](https://pypi.org/project/httpx) | 0.28.1 | The next generation HTTP client.
+[httpx-sse](https://pypi.org/project/httpx-sse) | 0.4.3 | Consume Server-Sent Event (SSE) messages with HTTPX.
+[httpx2](https://pypi.org/project/httpx2) | 2.10.0 | The next generation HTTP client.
+[huggingface-hub](https://pypi.org/project/huggingface-hub) | 1.27.0 | Client library to download and publish models, datasets and other repos on the huggingface.co hub
+[hupper](https://pypi.org/project/hupper) | 1.12.1 | Integrated process monitor for developing and reloading daemons.
+[hvplot](https://pypi.org/project/hvplot) | 0.12.2 | A high-level plotting API for the PyData ecosystem built on HoloViews.
+[hypercorn](https://pypi.org/project/hypercorn) | 0.18.0 | A ASGI Server based on Hyper libraries and inspired by Gunicorn
+[hyperframe](https://pypi.org/project/hyperframe) | 6.1.0 | Pure-Python HTTP/2 framing
+[hypothesis](https://pypi.org/project/hypothesis) | 6.155.2 | The property-based testing library for Python
+[id](https://pypi.org/project/id) | 1.6.1 | A tool for generating OIDC identities
+[idna](https://pypi.org/project/idna) | 3.18 | Internationalized Domain Names in Applications (IDNA)
+[imageio](https://pypi.org/project/imageio) | 2.37.3 | Read and write images and video across all major formats. Supports scientific and volumetric data.
+[imagesize](https://pypi.org/project/imagesize) | 1.4.1 | Getting image size from png/jpeg/jpeg2000/gif file
+[imbalanced-learn](https://pypi.org/project/imbalanced-learn) | 0.14.2 | Toolbox for imbalanced dataset in machine learning
+[importlib-metadata](https://pypi.org/project/importlib-metadata) | 8.7.1 | Read metadata from Python packages
+[inflection](https://pypi.org/project/inflection) | 0.5.1 | A port of Ruby on Rails inflector to Python
+[iniconfig](https://pypi.org/project/iniconfig) | 2.3.0 | brain-dead simple config-ini parsing
+[intervaltree](https://pypi.org/project/intervaltree) | 3.2.1 | Editable interval tree data structure for Python 2 and 3
+[ipycanvas](https://pypi.org/project/ipycanvas) | 0.14.3 | Interactive widgets library exposing the browser's Canvas API
+[ipykernel](https://pypi.org/project/ipykernel) | 6.31.0 | IPython Kernel for Jupyter
+[ipyleaflet](https://pypi.org/project/ipyleaflet) | 0.20.0 | A Jupyter widget for dynamic Leaflet maps
+[ipympl](https://pypi.org/project/ipympl) | 0.10.0 | Matplotlib Jupyter Extension
+[ipython](https://pypi.org/project/ipython) | 9.15.0 | IPython: Productive Interactive Computing
+[ipython-genutils](https://pypi.org/project/ipython-genutils) | 0.2.0 | Vestigial utilities from IPython
+[ipython-pygments-lexers](https://pypi.org/project/ipython-pygments-lexers) | 1.1.1 | Defines a variety of Pygments lexers for highlighting IPython code.
+[ipython-sql](https://pypi.org/project/ipython-sql) | 0.5.0 | RDBMS access via IPython
+[ipywidgets](https://pypi.org/project/ipywidgets) | 8.1.8 | Jupyter interactive widgets
+[isoduration](https://pypi.org/project/isoduration) | 20.11.0 | Operations with ISO 8601 durations
+[isort](https://pypi.org/project/isort) | 8.0.1 | A Python utility / library to sort Python imports.
+[itsdangerous](https://pypi.org/project/itsdangerous) | 2.2.0 | Safely pass data to untrusted environments and back.
+[janus](https://pypi.org/project/janus) | 2.0.0 | Mixed sync-async queue to interoperate between asyncio tasks and classic threads
+[jaraco-classes](https://pypi.org/project/jaraco-classes) | 3.4.0 | Utility functions for Python class constructs
+[jaraco-context](https://pypi.org/project/jaraco-context) | 6.1.2 | Useful decorators and context managers
+[jaraco-functools](https://pypi.org/project/jaraco-functools) | 4.6.0 | Functools like those found in stdlib
+[jedi](https://pypi.org/project/jedi) | 0.20.0 | An autocompletion tool for Python that can be used for text editors.
+[jinja2](https://pypi.org/project/jinja2) | 3.1.6 | A very fast and expressive template engine.
+[jiter](https://pypi.org/project/jiter) | 0.14.0 | Fast iterable JSON parser.
+[joblib](https://pypi.org/project/joblib) | 1.5.3 | Lightweight pipelining with Python functions
+[json5](https://pypi.org/project/json5) | 0.15.0 | A Python implementation of the JSON5 data format.
+[jsonpatch](https://pypi.org/project/jsonpatch) | 1.33 | Apply JSON-Patches (RFC 6902)
+[jsonpath-python](https://pypi.org/project/jsonpath-python) | 1.0.6 | A more powerful JSONPath implementation in modern python
+[jsonpointer](https://pypi.org/project/jsonpointer) | 3.1.1 | Identify specific nodes in a JSON document (RFC 6901)
+[jsonschema](https://pypi.org/project/jsonschema) | 4.26.0 | An implementation of JSON Schema validation for Python
+[jsonschema-specifications](https://pypi.org/project/jsonschema-specifications) | 2025.9.1 | The JSON Schema meta-schemas and vocabularies, exposed as a Registry
+[julia](https://pypi.org/project/julia) | 0.6.2 | Julia/Python bridge with IPython support.
+[jupyter](https://pypi.org/project/jupyter) | 1.1.1 | Jupyter metapackage. Install all the Jupyter components in one go.
+[jupyter-bokeh](https://pypi.org/project/jupyter-bokeh) | 4.1.0 | A Jupyter extension for rendering Bokeh content.
+[jupyter-builder](https://pypi.org/project/jupyter-builder) | 1.2.2 | JupyterLab build tools
+[jupyter-client](https://pypi.org/project/jupyter-client) | 8.8.0 | Jupyter protocol implementation and client libraries
+[jupyter-console](https://pypi.org/project/jupyter-console) | 6.6.3 | Jupyter terminal console
+[jupyter-core](https://pypi.org/project/jupyter-core) | 5.9.1 | Jupyter core package. A base package on which Jupyter projects rely.
+[jupyter-events](https://pypi.org/project/jupyter-events) | 0.12.1 | Jupyter Event System library
+[jupyter-leaflet](https://pypi.org/project/jupyter-leaflet) | 0.20.0 | ipyleaflet extensions for JupyterLab and Jupyter Notebook
+[jupyter-lsp](https://pypi.org/project/jupyter-lsp) | 2.3.1 | Multi-Language Server WebSocket proxy for Jupyter Notebook/Lab server
+[jupyter-server](https://pypi.org/project/jupyter-server) | 2.20.0 | The backend—i.e. core services, APIs, and REST endpoints—to Jupyter web applications.
+[jupyter-server-terminals](https://pypi.org/project/jupyter-server-terminals) | 0.5.4 | A Jupyter Server Extension Providing Terminals.
+[jupyterlab](https://pypi.org/project/jupyterlab) | 4.6.2 | JupyterLab computational environment
+[jupyterlab-pygments](https://pypi.org/project/jupyterlab-pygments) | 0.3.0 | Pygments theme using JupyterLab CSS variables
+[jupyterlab-server](https://pypi.org/project/jupyterlab-server) | 2.28.0 | A set of server components for JupyterLab and JupyterLab like applications.
+[jupyterlab-widgets](https://pypi.org/project/jupyterlab-widgets) | 3.0.16 | Jupyter interactive widgets for JupyterLab
+[keras](https://pypi.org/project/keras) | 3.15.1 | Multi-backend Keras
+[keyring](https://pypi.org/project/keyring) | 25.7.0 | Store and access your passwords safely.
+[kiwisolver](https://pypi.org/project/kiwisolver) | 1.5.0 | A fast implementation of the Cassowary constraint solver
+[lark](https://pypi.org/project/lark) | 1.3.1 | a modern parsing library
+[lazy-loader](https://pypi.org/project/lazy-loader) | 0.5 | Makes it easy to load subpackages and functions on demand.
+[librt](https://pypi.org/project/librt) | 0.15.0 | Mypyc runtime library
+[linkify-it-py](https://pypi.org/project/linkify-it-py) | 2.0.3 | Links recognition library with FULL unicode support.
+[llvmlite](https://pypi.org/project/llvmlite) | 0.49.0 | lightweight wrapper around basic LLVM functionality
+[lmfit](https://pypi.org/project/lmfit) | 1.3.4 | Least-Squares Minimization with Bounds and Constraints
+[locket](https://pypi.org/project/locket) | 1.0.0 | File-based locks for Python on Linux and Windows
+[logfire-api](https://pypi.org/project/logfire-api) | 4.33.0 | Shim for the Logfire SDK which does nothing unless Logfire is installed
+[lsprotocol](https://pypi.org/project/lsprotocol) | 2025.0.0 | Python types for Language Server Protocol.
+[lxml](https://pypi.org/project/lxml) | 6.1.0 | Powerful and Pythonic XML processing library combining libxml2/libxslt with the ElementTree API.
+[mako](https://pypi.org/project/mako) | 1.3.12 | A super-fast templating language that borrows the best ideas from the existing templating languages.
+[markdown](https://pypi.org/project/markdown) | 3.10.2 | Python implementation of John Gruber's Markdown.
+[markdown-it-py](https://pypi.org/project/markdown-it-py) | 4.2.0 | Python port of markdown-it. Markdown parsing, done right!
+[markdownify](https://pypi.org/project/markdownify) | 1.2.2 | Convert HTML to markdown.
+[markupsafe](https://pypi.org/project/markupsafe) | 3.0.3 | Safely add untrusted strings to HTML/XML markup.
+[matplotlib](https://pypi.org/project/matplotlib) | 3.11.1 | Python plotting package
+[matplotlib-inline](https://pypi.org/project/matplotlib-inline) | 0.2.2 | Inline Matplotlib backend for Jupyter
+[maturin](https://pypi.org/project/maturin) | 1.14.1 | Build and publish crates with pyo3, cffi and uniffi bindings as well as rust binaries as python packages
+[mccabe](https://pypi.org/project/mccabe) | 0.7.0 | McCabe checker, plugin for flake8
+[mdit-py-plugins](https://pypi.org/project/mdit-py-plugins) | 0.6.1 | Collection of plugins for markdown-it-py
+[mdurl](https://pypi.org/project/mdurl) | 0.1.2 | Markdown URL utilities
+[mercantile](https://pypi.org/project/mercantile) | 1.2.1 | Web mercator XYZ tile utilities
+[mergedeep](https://pypi.org/project/mergedeep) | 1.3.4 | A deep merge function for 🐍.
+[missingno](https://pypi.org/project/missingno) | 0.5.2 | Missing data visualization module for Python.
+[mistralai](https://pypi.org/project/mistralai) | 2.8.0 | Python Client SDK for the Mistral AI API.
+[mistune](https://pypi.org/project/mistune) | 3.3.4 | A sane and fast Markdown parser with useful plugins and renderers
+[mizani](https://pypi.org/project/mizani) | 0.14.4 | Scales for Python
+[ml-dtypes](https://pypi.org/project/ml-dtypes) | 0.5.4 | ml_dtypes is a stand-alone implementation of several NumPy dtype extensions used in machine learning.
+[mlxtend](https://pypi.org/project/mlxtend) | 0.25.0 | Machine Learning Library Extensions
+[more-itertools](https://pypi.org/project/more-itertools) | 11.1.0 | More routines for operating on iterables, beyond itertools
+[mpld3](https://pypi.org/project/mpld3) | 0.5.12 | D3 Viewer for Matplotlib
+[mpmath](https://pypi.org/project/mpmath) | 1.3.0 | Python library for arbitrary-precision floating-point arithmetic
+[msal](https://pypi.org/project/msal) | 1.37.0 | The Microsoft Authentication Library (MSAL) for Python library enables your app to access the Microsoft Cloud by supporting authentication of us
+[msal-extensions](https://pypi.org/project/msal-extensions) | 1.3.1 | Microsoft Authentication Library extensions (MSAL EX) provides a persistence API that can save your data on disk, encrypted on Windows, macOS an
+[multidict](https://pypi.org/project/multidict) | 6.7.1 | multidict implementation
+[multipledispatch](https://pypi.org/project/multipledispatch) | 1.0.0 | Multiple dispatch
+[mypy](https://pypi.org/project/mypy) | 2.3.0 | Optional static typing for Python
+[mypy-extensions](https://pypi.org/project/mypy-extensions) | 1.1.0 | Type system extensions for programs checked with the mypy type checker.
+[mysql-connector-python](https://pypi.org/project/mysql-connector-python) | 9.5.0 | A self-contained Python driver for communicating with MySQL servers, using an API that is compliant with the Python Database API Specification v
+[namex](https://pypi.org/project/namex) | 0.1.0 | A simple utility to separate the implementation of your Python package and its public API surface.
+[narwhals](https://pypi.org/project/narwhals) | 2.24.0 | Extremely lightweight compatibility layer between dataframe libraries
+[nbclient](https://pypi.org/project/nbclient) | 0.11.0 | A client library for executing notebooks. Formerly nbconvert's ExecutePreprocessor.
+[nbconvert](https://pypi.org/project/nbconvert) | 7.17.1 | Convert Jupyter Notebooks (.ipynb files) to other formats.
+[nbformat](https://pypi.org/project/nbformat) | 5.10.4 | The Jupyter Notebook format
+[nest-asyncio](https://pypi.org/project/nest-asyncio) | 1.6.0 | Patch asyncio to allow nested event loops
+[networkx](https://pypi.org/project/networkx) | 3.6.1 | Python package for creating and manipulating graphs and networks
+[nh3](https://pypi.org/project/nh3) | 0.3.3 | Python binding to Ammonia HTML sanitizer Rust crate
+[nltk](https://pypi.org/project/nltk) | 3.10.3 | Natural Language Toolkit
+[notebook](https://pypi.org/project/notebook) | 7.6.1 | Jupyter Notebook - A web-based notebook environment for interactive computing
+[notebook-shim](https://pypi.org/project/notebook-shim) | 0.2.4 | A shim layer for notebook traits and config
+[numba](https://pypi.org/project/numba) | 0.67.0 | compiling Python code using LLVM
+[numpy](https://pypi.org/project/numpy) | 2.5.2 | Fundamental package for array computing in Python
+[numpydoc](https://pypi.org/project/numpydoc) | 1.10.0 | Sphinx extension to support docstrings in Numpy format
+[openai](https://pypi.org/project/openai) | 3.1.0 | The official Python library for the openai API
+[openpyxl](https://pypi.org/project/openpyxl) | 3.1.5 | A Python library to read/write Excel 2010 xlsx/xlsm files
+[opentelemetry-api](https://pypi.org/project/opentelemetry-api) | 1.39.1 | OpenTelemetry Python API
+[opentelemetry-semantic-conventions](https://pypi.org/project/opentelemetry-semantic-conventions) | 0.60b1 | OpenTelemetry Semantic Conventions
+[optree](https://pypi.org/project/optree) | 0.19.0 | Optimized PyTree Utilities.
+[optuna](https://pypi.org/project/optuna) | 4.9.0 | A hyperparameter optimization framework
+[ormsgpack](https://pypi.org/project/ormsgpack) | 1.12.2 | Fast, correct Python msgpack library supporting dataclasses, datetimes, and numpy
+[osqp](https://pypi.org/project/osqp) | 1.1.3 | OSQP: The Operator Splitting QP Solver
+[outcome](https://pypi.org/project/outcome) | 1.3.0.post0 | Capture the outcome of Python function calls.
+[packaging](https://pypi.org/project/packaging) | 26.2 | Core utilities for Python packages
+[pandas](https://pypi.org/project/pandas) | 3.0.5 | Powerful data structures for data analysis, time series, and statistics
+[pandocfilters](https://pypi.org/project/pandocfilters) | 1.5.1 | Utilities for writing pandoc filters in python
+[panel](https://pypi.org/project/panel) | 1.9.3 | The powerful data exploration & web app framework for Python.
+[panel-material-ui](https://pypi.org/project/panel-material-ui) | 0.12.0 | An extension to bring MaterialUI components to Panel.
+[papermill](https://pypi.org/project/papermill) | 2.7.0 | Parameterize and run Jupyter and nteract Notebooks
+[param](https://pypi.org/project/param) | 2.4.1 | Declarative parameters for robust Python classes and a rich API for reactive programming
+[parso](https://pypi.org/project/parso) | 0.8.7 | A Python Parser
+[partd](https://pypi.org/project/partd) | 1.4.2 | Appendable key-value storage
+[pathspec](https://pypi.org/project/pathspec) | 1.1.1 | Utility library for gitignore style pattern matching of file paths.
+[patsy](https://pypi.org/project/patsy) | 1.0.2 | A Python package for describing statistical models and for building design matrices.
+[pep8](https://pypi.org/project/pep8) | 1.7.1 | Python style guide checker
+[pexpect](https://pypi.org/project/pexpect) | 4.9.0 | Pexpect allows easy control of interactive console applications.
+[pg8000](https://pypi.org/project/pg8000) | 1.31.5 | PostgreSQL interface library
+[pickleshare](https://pypi.org/project/pickleshare) | 0.7.5 | Tiny 'shelve'-like database with concurrency support
+[pillow](https://pypi.org/project/pillow) | 12.3.0 | Python Imaging Library (fork)
+[pip](https://pypi.org/project/pip) | 26.2.1 | The PyPA recommended tool for installing Python packages.
+[pipdeptree](https://pypi.org/project/pipdeptree) | 3.1.0 | Command line utility to show dependency tree of packages.
+[platformdirs](https://pypi.org/project/platformdirs) | 4.10.0 | A small Python package for determining appropriate platform-specific dirs, e.g. a `user data dir`.
+[plotly](https://pypi.org/project/plotly) | 6.9.0 | An open-source interactive data visualization library for Python
+[pluggy](https://pypi.org/project/pluggy) | 1.6.0 | plugin and hook calling mechanisms for python
+[prettytable](https://pypi.org/project/prettytable) | 3.18.0 | A simple Python library for easily displaying tabular data in a visually appealing ASCII table format
+[prince](https://pypi.org/project/prince) | 0.19.0 | Factor analysis in Python: PCA, CA, MCA, MFA, FAMD, GPA, PGA
+[priority](https://pypi.org/project/priority) | 2.0.0 | A pure-Python implementation of the HTTP/2 priority tree
+[prometheus-client](https://pypi.org/project/prometheus-client) | 0.26.0 | Python client for the Prometheus monitoring system.
+[prompt-toolkit](https://pypi.org/project/prompt-toolkit) | 3.0.52 | Library for building powerful interactive command lines in Python
+[propcache](https://pypi.org/project/propcache) | 0.5.2 | Accelerated property cache
+[protobuf](https://pypi.org/project/protobuf) | 7.35.1 | 
+[psutil](https://pypi.org/project/psutil) | 7.2.2 | Cross-platform lib for process and system monitoring.
+[psygnal](https://pypi.org/project/psygnal) | 0.15.1 | Fast python callback/event system modeled after Qt Signals
+[ptpython](https://pypi.org/project/ptpython) | 3.0.32 | Python REPL build on top of prompt_toolkit
+[ptyprocess](https://pypi.org/project/ptyprocess) | 0.7.0 | Run a subprocess in a pseudo terminal
+[pure-eval](https://pypi.org/project/pure-eval) | 0.2.3 | Safely evaluate AST nodes without side effects
+[pyarrow](https://pypi.org/project/pyarrow) | 24.0.0 | Python library for Apache Arrow
+[pyasn1](https://pypi.org/project/pyasn1) | 0.6.4 | Pure-Python implementation of ASN.1 types and DER/BER/CER codecs (X.208)
+[pyasn1-modules](https://pypi.org/project/pyasn1-modules) | 0.4.2 | A collection of ASN.1-based protocols modules
+[pybind11](https://pypi.org/project/pybind11) | 3.1.0 | Seamless operability between C++11 and Python
+[pycodestyle](https://pypi.org/project/pycodestyle) | 2.12.1 | Python style guide checker
+[pycparser](https://pypi.org/project/pycparser) | 3.0 | C parser in Python
+[pyct](https://pypi.org/project/pyct) | 0.6.0 | Python package common tasks for users (e.g. copy examples, fetch data, ...)
+[pydantic](https://pypi.org/project/pydantic) | 2.13.4 | Data validation using Python type hints
+[pydantic-ai-slim](https://pypi.org/project/pydantic-ai-slim) | 1.106.0 | Agent Framework / shim to use Pydantic with LLMs, slim package
+[pydantic-core](https://pypi.org/project/pydantic-core) | 2.46.4 | Core functionality for Pydantic validation and serialization
+[pydantic-evals](https://pypi.org/project/pydantic-evals) | 1.106.0 | Framework for evaluating stochastic code execution, especially code making use of LLMs
+[pydantic-graph](https://pypi.org/project/pydantic-graph) | 1.106.0 | Graph and state machine library
+[pydantic-settings](https://pypi.org/project/pydantic-settings) | 2.14.2 | Settings management using Pydantic
+[pydeck](https://pypi.org/project/pydeck) | 0.9.3 | Widget for deck.gl maps
+[pydocstyle](https://pypi.org/project/pydocstyle) | 6.3.0 | Python docstring style checker
+[pydot](https://pypi.org/project/pydot) | 4.0.1 | Python interface to Graphviz's Dot
+[pyflakes](https://pypi.org/project/pyflakes) | 3.2.0 | passive checker of Python programs
+[pygithub](https://pypi.org/project/pygithub) | 2.8.1 | Use the full Github API v3
+[pygments](https://pypi.org/project/pygments) | 2.20.0 | Pygments is a syntax highlighting package written in Python.
+[pyjwt](https://pypi.org/project/pyjwt) | 2.13.0 | JSON Web Token implementation in Python
+[pylint](https://pypi.org/project/pylint) | 4.0.6 | python code static checker
+[pylint-venv](https://pypi.org/project/pylint-venv) | 3.0.4 | pylint-venv provides a Pylint init-hook to use the same Pylint installation with different virtual environments.
+[pyls-spyder](https://pypi.org/project/pyls-spyder) | 0.4.0 | Spyder extensions for the python-lsp-server
+[pympler](https://pypi.org/project/pympler) | 1.0.1 | A development tool to measure, monitor and analyze the memory behavior of Python objects.
+[pynacl](https://pypi.org/project/pynacl) | 1.6.2 | Python binding to the Networking and Cryptography (NaCl) library
+[pynndescent](https://pypi.org/project/pynndescent) | 0.6.0 | Nearest Neighbor Descent
+[pyodbc](https://pypi.org/project/pyodbc) | 5.3.0 | DB API module for ODBC
+[pyomo](https://pypi.org/project/pyomo) | 6.10.1 | The Pyomo optimization modeling framework
+[pypandoc](https://pypi.org/project/pypandoc) | 1.15 | Thin wrapper for pandoc.
+[pyparsing](https://pypi.org/project/pyparsing) | 3.3.2 | pyparsing - Classes and methods to define and execute parsing grammars
+[pypdf](https://pypi.org/project/pypdf) | 6.15.0 | A pure-python PDF library capable of splitting, merging, cropping, and transforming PDF files
+[pyperclip](https://pypi.org/project/pyperclip) | 1.11.0 | A cross-platform clipboard module for Python. (Only handles plain text for now.)
+[pyproject-hooks](https://pypi.org/project/pyproject-hooks) | 1.2.0 | Wrappers to call pyproject.toml-based build backend hooks.
+[pyserial](https://pypi.org/project/pyserial) | 3.5 | Python Serial Port Extension
+[pysocks](https://pypi.org/project/pysocks) | 1.7.1 | A Python SOCKS client module. See https://github.com/Anorov/PySocks for more information.
+[pyspnego](https://pypi.org/project/pyspnego) | 0.12.0 | Windows Negotiate Authentication Client and Server
+[pytest](https://pypi.org/project/pytest) | 9.0.3 | pytest: simple powerful testing with Python
+[python-barcode](https://pypi.org/project/python-barcode) | 0.16.1 | Create standard barcodes with Python. No external modules needed. (optional Pillow support included).
+[python-dateutil](https://pypi.org/project/python-dateutil) | 2.9.0.post0 | Extensions to the standard Python datetime module
+[python-dotenv](https://pypi.org/project/python-dotenv) | 1.2.2 | Read key-value pairs from a .env file and set them as environment variables
+[python-json-logger](https://pypi.org/project/python-json-logger) | 4.1.0 | JSON Log Formatter for the Python Logging Package
+[python-lsp-black](https://pypi.org/project/python-lsp-black) | 2.0.0 | Black plugin for the Python LSP Server
+[python-lsp-jsonrpc](https://pypi.org/project/python-lsp-jsonrpc) | 1.1.2 | JSON RPC 2.0 server library
+[python-lsp-ruff](https://pypi.org/project/python-lsp-ruff) | 2.3.0 | Ruff linting plugin for pylsp
+[python-lsp-server](https://pypi.org/project/python-lsp-server) | 1.15.0 | Python Language Server for the Language Server Protocol
+[python-multipart](https://pypi.org/project/python-multipart) | 0.0.32 | A streaming multipart parser for Python
+[python-slugify](https://pypi.org/project/python-slugify) | 8.0.4 | A Python slugify application that also handles Unicode
+[pytokens](https://pypi.org/project/pytokens) | 0.4.1 | A Fast, spec compliant Python 3.14+ tokenizer that runs on older Pythons.
+[pytoolconfig](https://pypi.org/project/pytoolconfig) | 1.3.1 | Python tool configuration
+[pyuca](https://pypi.org/project/pyuca) | 1.2 | a Python implementation of the Unicode Collation Algorithm
+[pyusb](https://pypi.org/project/pyusb) | 1.3.1 | Easy USB access for Python
+[pyvisa](https://pypi.org/project/pyvisa) | 1.16.2 | Python VISA bindings for GPIB, RS232, TCPIP and USB instruments
+[pyviz-comms](https://pypi.org/project/pyviz-comms) | 3.0.6 | A JupyterLab extension for rendering HoloViz content.
+[pywavelets](https://pypi.org/project/pywavelets) | 1.9.0 | PyWavelets, wavelet transform module
+[pywin32-ctypes](https://pypi.org/project/pywin32-ctypes) | 0.2.3 | A (partial) reimplementation of pywin32 using ctypes/cffi
+[pywinpty](https://pypi.org/project/pywinpty) | 3.0.5 | Pseudo terminal support for Windows from Python.
+[pyyaml](https://pypi.org/project/pyyaml) | 6.0.3 | YAML parser and emitter for Python
+[pyzmq](https://pypi.org/project/pyzmq) | 27.1.0 | Python bindings for 0MQ
+[qdarkstyle](https://pypi.org/project/qdarkstyle) | 3.2.3 | The most complete dark/light style sheet for C++/Python and Qt applications
+[qdldl](https://pypi.org/project/qdldl) | 0.1.9.post1 | QDLDL, a free LDL factorization routine.
+[qrcode](https://pypi.org/project/qrcode) | 8.2 | QR Code image generator
+[qstylizer](https://pypi.org/project/qstylizer) | 0.2.4 | Stylesheet Generator for PyQt{4-5}/PySide{1-2}
+[qtpy](https://pypi.org/project/qtpy) | 2.4.3 | Provides an abstraction layer on top of the various Qt bindings (PyQt5/6 and PySide2/6).
+[quantecon](https://pypi.org/project/quantecon) | 0.11.4 | Import the main names to top level.
+[quart](https://pypi.org/project/quart) | 0.20.0 | A Python ASGI web framework with the same API as Flask
+[rapidfuzz](https://pypi.org/project/rapidfuzz) | 3.14.5 | rapid fuzzy string matching
+[readme-renderer](https://pypi.org/project/readme-renderer) | 44.0 | readme_renderer is a library for rendering readme descriptions for Warehouse
+[redis](https://pypi.org/project/redis) | 8.1.0 | Python client for Redis database and key-value store
+[referencing](https://pypi.org/project/referencing) | 0.37.0 | JSON Referencing + Python
+[regex](https://pypi.org/project/regex) | 2026.7.19 | Alternative regular expression module, to replace re.
+[reportlab](https://pypi.org/project/reportlab) | 5.0.0 | The Reportlab Toolkit
+[requests](https://pypi.org/project/requests) | 2.34.2 | Python HTTP for Humans.
+[requests-ntlm](https://pypi.org/project/requests-ntlm) | 1.3.0 | This package allows for HTTP NTLM authentication using the requests library.
+[requests-toolbelt](https://pypi.org/project/requests-toolbelt) | 1.0.0 | A utility belt for advanced users of python-requests
+[rfc3339-validator](https://pypi.org/project/rfc3339-validator) | 0.1.4 | A pure python RFC3339 validator
+[rfc3986](https://pypi.org/project/rfc3986) | 2.0.0 | Validating URI References per RFC 3986
+[rfc3986-validator](https://pypi.org/project/rfc3986-validator) | 0.1.1 | Pure python rfc3986 validator
+[rfc3987-syntax](https://pypi.org/project/rfc3987-syntax) | 1.1.0 | Helper functions to syntactically validate strings according to RFC 3987.
+[rich](https://pypi.org/project/rich) | 15.0.0 | Render rich text, tables, progress bars, syntax highlighting, markdown and more to the terminal
+[roman-numerals](https://pypi.org/project/roman-numerals) | 4.1.0 | Manipulate well-formed Roman numerals
+[rope](https://pypi.org/project/rope) | 1.14.0 | a python refactoring library...
+[rpds-py](https://pypi.org/project/rpds-py) | 2026.6.3 | Python bindings to Rust's persistent data structures (rpds)
+[rtree](https://pypi.org/project/rtree) | 1.4.1 | R-Tree spatial index for Python GIS
+[ruff](https://pypi.org/project/ruff) | 0.16.1 | An extremely fast Python linter and code formatter, written in Rust.
+[rx](https://pypi.org/project/rx) | 3.2.0 | Reactive Extensions (Rx) for Python
+[scikit-image](https://pypi.org/project/scikit-image) | 0.26.0 | Image processing in Python
+[scikit-learn](https://pypi.org/project/scikit-learn) | 1.9.0 | A set of python modules for machine learning and data mining
+[scipy](https://pypi.org/project/scipy) | 1.18.1 | Fundamental algorithms for scientific computing in Python
+[scramp](https://pypi.org/project/scramp) | 1.4.17 | An implementation of the SCRAM protocol.
+[scs](https://pypi.org/project/scs) | 3.2.11 | Splitting conic solver
+[seaborn](https://pypi.org/project/seaborn) | 0.13.2 | Statistical data visualization
+[send2trash](https://pypi.org/project/send2trash) | 2.1.0 | Send file to trash natively under Mac OS X, Windows and Linux
+[setuptools](https://pypi.org/project/setuptools) | 83.0.0 | Most extensible Python build backend with support for C/C++ extension modules
+[shapely](https://pypi.org/project/shapely) | 2.1.2 | Manipulation and analysis of geometric objects
+[shellingham](https://pypi.org/project/shellingham) | 1.5.4 | Tool to Detect Surrounding Shell
+[simplejson](https://pypi.org/project/simplejson) | 4.1.1 | Simple, fast, extensible JSON encoder/decoder for Python
+[simpy](https://pypi.org/project/simpy) | 4.1.2 | Event discrete, process based simulation for Python.
+[six](https://pypi.org/project/six) | 1.17.0 | Python 2 and 3 compatibility utilities
+[sklearn-compat](https://pypi.org/project/sklearn-compat) | 0.1.6 | Ease support for compatible scikit-learn estimators across versions
+[skrub](https://pypi.org/project/skrub) | 0.10.0 | Machine learning with dataframes
+[smmap](https://pypi.org/project/smmap) | 5.0.3 | A pure Python implementation of a sliding window memory map manager
+[sniffio](https://pypi.org/project/sniffio) | 1.3.1 | Sniff out which async library your code is running under
+[snowballstemmer](https://pypi.org/project/snowballstemmer) | 3.1.1 | This package provides 36 stemmers for 34 languages generated from Snowball algorithms.
+[sortedcontainers](https://pypi.org/project/sortedcontainers) | 2.4.0 | Sorted Containers -- Sorted List, Sorted Dict, Sorted Set
+[sounddevice](https://pypi.org/project/sounddevice) | 0.5.5 | Play and Record Sound with Python
+[soundfile](https://pypi.org/project/soundfile) | 0.14.0 | An audio library based on libsndfile, CFFI and NumPy
+[soupsieve](https://pypi.org/project/soupsieve) | 2.9.2 | A modern CSS selector implementation for Beautiful Soup.
+[sphinx](https://pypi.org/project/sphinx) | 9.1.0 | Python documentation generator
+[sphinx-rtd-theme](https://pypi.org/project/sphinx-rtd-theme) | 3.1.0 | Read the Docs theme for Sphinx
+[sphinxcontrib-applehelp](https://pypi.org/project/sphinxcontrib-applehelp) | 2.0.0 | sphinxcontrib-applehelp is a Sphinx extension which outputs Apple help books
+[sphinxcontrib-devhelp](https://pypi.org/project/sphinxcontrib-devhelp) | 2.0.0 | sphinxcontrib-devhelp is a sphinx extension which outputs Devhelp documents
+[sphinxcontrib-htmlhelp](https://pypi.org/project/sphinxcontrib-htmlhelp) | 2.1.0 | sphinxcontrib-htmlhelp is a sphinx extension which renders HTML help files
+[sphinxcontrib-jquery](https://pypi.org/project/sphinxcontrib-jquery) | 4.1 | Extension to include jQuery on newer Sphinx releases
+[sphinxcontrib-jsmath](https://pypi.org/project/sphinxcontrib-jsmath) | 1.0.1 | A sphinx extension which renders display math in HTML via JavaScript
+[sphinxcontrib-qthelp](https://pypi.org/project/sphinxcontrib-qthelp) | 2.0.0 | sphinxcontrib-qthelp is a sphinx extension which outputs QtHelp documents
+[sphinxcontrib-serializinghtml](https://pypi.org/project/sphinxcontrib-serializinghtml) | 2.0.0 | sphinxcontrib-serializinghtml is a sphinx extension which outputs "serialized" HTML files (json and pickle)
+[spyder-kernels](https://pypi.org/project/spyder-kernels) | 3.1.5 | Jupyter kernels for Spyder's console
+[sqlalchemy](https://pypi.org/project/sqlalchemy) | 2.0.51 | Database Abstraction Library
+[sqlite-bro](https://pypi.org/project/sqlite-bro) | 1.3.2 | a graphic SQLite and DuckDB Client in 1 Python file
+[sqlite-fts4](https://pypi.org/project/sqlite-fts4) | 1.0.3 | Python functions for working with SQLite FTS4 search
+[sqlite-utils](https://pypi.org/project/sqlite-utils) | 4.1.1 | CLI tool and Python library for manipulating SQLite databases
+[sqlparse](https://pypi.org/project/sqlparse) | 0.6.0 | A non-validating SQL parser.
+[squarify](https://pypi.org/project/squarify) | 0.4.4 | Pure Python implementation of the squarify treemap layout algorithm
+[sse-starlette](https://pypi.org/project/sse-starlette) | 3.4.8 | SSE plugin for Starlette
+[sspilib](https://pypi.org/project/sspilib) | 0.5.0 | SSPI API bindings for Python
+[stack-data](https://pypi.org/project/stack-data) | 0.6.3 | Extract data from python stack frames and tracebacks for informative displays
+[starlette](https://pypi.org/project/starlette) | 1.6.0 | The little ASGI library that shines.
+[streamlit](https://pypi.org/project/streamlit) | 1.60.0 | A faster way to build and share data apps
+[streamlit-bokeh](https://pypi.org/project/streamlit-bokeh) | 3.9.1 | Streamlit component that allows you to render Bokeh charts
+[sympy](https://pypi.org/project/sympy) | 1.14.0 | Computer algebra system (CAS) in Python
+[tabulate](https://pypi.org/project/tabulate) | 0.10.0 | Pretty-print tabular data
+[tenacity](https://pypi.org/project/tenacity) | 9.1.4 | Retry code until it succeeds
+[termcolor](https://pypi.org/project/termcolor) | 3.3.0 | ANSI color formatting for output in terminal
+[terminado](https://pypi.org/project/terminado) | 0.18.1 | Tornado websocket backend for the Xterm.js Javascript terminal emulator library.
+[text-unidecode](https://pypi.org/project/text-unidecode) | 1.3 | The most basic Text::Unidecode port
+[textdistance](https://pypi.org/project/textdistance) | 4.6.3 | Compute distance between the two texts.
+[thefuzz](https://pypi.org/project/thefuzz) | 0.22.1 | Fuzzy string matching in python
+[threadpoolctl](https://pypi.org/project/threadpoolctl) | 3.6.0 | threadpoolctl
+[three-merge](https://pypi.org/project/three-merge) | 0.1.1 | Simple library for merging two strings with respect to a base one
+[tifffile](https://pypi.org/project/tifffile) | 2026.4.11 | Read and write TIFF files
+[tiktoken](https://pypi.org/project/tiktoken) | 0.12.0 | tiktoken is a fast BPE tokeniser for use with OpenAI's models
+[tinycss2](https://pypi.org/project/tinycss2) | 1.5.1 | A tiny CSS parser
+[toml](https://pypi.org/project/toml) | 0.10.2 | Python Library for Tom's Obvious, Minimal Language
+[tomli-w](https://pypi.org/project/tomli-w) | 1.2.0 | A lil' TOML writer
+[tomlkit](https://pypi.org/project/tomlkit) | 0.15.1 | Style preserving TOML library
+[toolz](https://pypi.org/project/toolz) | 1.1.0 | List processing tools and functional utilities
+[tornado](https://pypi.org/project/tornado) | 6.5.7 | Tornado is a Python web framework and asynchronous networking library, originally developed at FriendFeed.
+[tqdm](https://pypi.org/project/tqdm) | 4.70.0 | Fast, Extensible Progress Meter
+[traitlets](https://pypi.org/project/traitlets) | 5.15.1 | Traitlets Python configuration system
+[traittypes](https://pypi.org/project/traittypes) | 0.2.3 | Scipy trait types
+[trio](https://pypi.org/project/trio) | 0.34.0 | A friendly Python library for async concurrency and I/O
+[trove-classifiers](https://pypi.org/project/trove-classifiers) | 2026.6.1.19 | Canonical source for classifiers on PyPI (pypi.org).
+[truststore](https://pypi.org/project/truststore) | 0.10.4 | Verify certificates using native system trust stores
+[twine](https://pypi.org/project/twine) | 6.2.0 | Collection of utilities for publishing packages on PyPI
+[typer](https://pypi.org/project/typer) | 0.25.1 | Typer, build great CLIs. Easy to code. Based on Python type hints.
+[types-requests](https://pypi.org/project/types-requests) | 2.33.0.20260712 | Typing stubs for requests
+[typing-extensions](https://pypi.org/project/typing-extensions) | 4.16.0 | Backported and Experimental Type Hints for Python 3.9+
+[typing-inspection](https://pypi.org/project/typing-inspection) | 0.4.2 | Runtime typing introspection tools
+[tzdata](https://pypi.org/project/tzdata) | 2026.3 | Provider of IANA time zone data
+[tzlocal](https://pypi.org/project/tzlocal) | 5.3.1 | tzinfo object for the local timezone
+[uc-micro-py](https://pypi.org/project/uc-micro-py) | 2.0.0 | Micro subset of unicode data files for linkify-it-py projects.
+[ujson](https://pypi.org/project/ujson) | 5.13.0 | Ultra fast JSON encoder and decoder for Python
+[umap-learn](https://pypi.org/project/umap-learn) | 0.5.12 | Uniform Manifold Approximation and Projection
+[uncertainties](https://pypi.org/project/uncertainties) | 3.2.3 | calculations with values with uncertainties, error propagation
+[uri-template](https://pypi.org/project/uri-template) | 1.3.0 | RFC 6570 URI Template Processor
+[urllib3](https://pypi.org/project/urllib3) | 2.7.0 | HTTP library with thread-safe connection pooling, file post, and more.
+[uuid-utils](https://pypi.org/project/uuid-utils) | 0.17.0 | Fast, drop-in replacement for Python's uuid module, powered by Rust.
+[uvicorn](https://pypi.org/project/uvicorn) | 0.51.0 | The lightning-fast ASGI server.
+[vega-datasets](https://pypi.org/project/vega-datasets) | 0.9.0 | A Python package for offline access to Vega datasets
+[waitress](https://pypi.org/project/waitress) | 3.0.2 | Waitress WSGI server
+[watchdog](https://pypi.org/project/watchdog) | 6.0.0 | Filesystem events monitoring
+[wcwidth](https://pypi.org/project/wcwidth) | 0.7.0 | Measures the displayed width of unicode strings in a terminal
+[webcolors](https://pypi.org/project/webcolors) | 25.10.0 | A library for working with the color formats defined by HTML and CSS.
+[webencodings](https://pypi.org/project/webencodings) | 0.5.1 | Character encoding aliases for legacy web content
+[websocket-client](https://pypi.org/project/websocket-client) | 1.9.0 | WebSocket client for Python with low level API options
+[websockets](https://pypi.org/project/websockets) | 16.1.1 | An implementation of the WebSocket Protocol (RFC 6455 & 7692)
+[werkzeug](https://pypi.org/project/werkzeug) | 3.1.8 | The comprehensive WSGI web application library.
+[whatthepatch](https://pypi.org/project/whatthepatch) | 1.0.7 | A patch parsing and application library.
+[wheel](https://pypi.org/project/wheel) | 0.47.0 | Command line tool for manipulating wheel files
+[widgetsnbextension](https://pypi.org/project/widgetsnbextension) | 4.0.15 | Jupyter interactive widgets for Jupyter Notebook
+[wordcloud](https://pypi.org/project/wordcloud) | 1.9.6 | A little word cloud generator
+[wppm](https://pypi.org/project/wppm) | 17.12.20260816 | pip companion: extras-aware dependency trees, offline wheelhouses, portable Pythons
+[wsproto](https://pypi.org/project/wsproto) | 1.3.2 | Pure-Python WebSocket protocol implementation
+[xarray](https://pypi.org/project/xarray) | 2026.7.0 | N-D labeled arrays and datasets in Python
+[xlsxwriter](https://pypi.org/project/xlsxwriter) | 3.2.9 | A Python module for creating Excel XLSX files.
+[xxhash](https://pypi.org/project/xxhash) | 3.7.0 | Python binding for xxHash
+[xyzservices](https://pypi.org/project/xyzservices) | 2026.3.0 | Source of XYZ tiles providers
+[yapf](https://pypi.org/project/yapf) | 0.43.0 | A formatter for Python code
+[yarl](https://pypi.org/project/yarl) | 1.24.5 | Yet another URL library
+[yt-dlp](https://pypi.org/project/yt-dlp) | 2026.7.4 | A feature-rich command-line audio/video downloader
+[zipp](https://pypi.org/project/zipp) | 4.1.0 | Backport of pathlib-compatible object wrapper for zip files
+
+
+### WheelHouse packages
+
+Name | Version | Description
+-----|---------|------------
+
+
+
diff --git a/changelogs/WinPythonslimf-64bit-3.14.7.1b1_History.md b/changelogs/WinPythonslimf-64bit-3.14.7.1b1_History.md
new file mode 100644
index 00000000..afe5a425
--- /dev/null
+++ b/changelogs/WinPythonslimf-64bit-3.14.7.1b1_History.md
@@ -0,0 +1,95 @@
+## History of changes for WinPython-64bit 3.14.7.1b1slimf
+
+The following changes were made to WinPython-64bit distribution since version 3.14.7.0slimf.
+
+
+
+### Tools
+
+
+No differences found.
+
+### Python packages
+
+
+New packages:
+  * lark 1.3.1 (a modern parsing library)
+  * rfc3987-syntax 1.1.0 (Helper functions to syntactically validate strings according to RFC 3987.)
+
+Upgraded packages:
+  * aiohappyeyeballs 2.6.1 → 2.7.1 (Happy Eyeballs for asyncio)
+  * aiohttp 3.14.1 → 3.14.3 (Async http client/server framework (asyncio))
+  * asgiref 3.11.0 → 3.12.1 (ASGI specs, helper code, and adapters)
+  * asteval 1.0.6 → 1.0.9 (Safe, minimalistic evaluator of python expression using ast module)
+  * asttokens 3.0.1 → 3.0.2 (Annotate AST trees with source code positions)
+  * asyncssh 2.23.1 → 2.24.0 (AsyncSSH: Asynchronous SSHv2 client and server library)
+  * beautifulsoup4 4.14.3 → 4.15.0 (Screen-scraping library)
+  * binaryornot 0.4.4 → 0.6.0 (Ultra-lightweight pure Python package to check if a file is binary or text.)
+  * bleach 6.3.0 → 6.4.0 (An easy safelist-based HTML-sanitizing tool.)
+  * branca 0.8.1 → 0.8.2 (Generate complex HTML+JS pages with Python)
+  * cachetools 7.0.5 → 7.1.4 (Extensible memoizing collections and decorators)
+  * cattrs 25.3.0 → 26.1.0 (Composable complex class support for attrs and dataclasses.)
+  * colorlog 6.10.1 → 6.12.0 (Add colours to the output of Python's logging module.)
+  * cryptography 46.0.7 → 50.0.0 (cryptography is a package which provides cryptographic recipes and primitives to Python developers.)
+  * cython 3.3.0a1 → 3.2.9 (The Cython compiler for writing C extensions in the Python language.)
+  * debugpy 1.8.20 → 1.8.21 (An implementation of the Debug Adapter Protocol for Python)
+  * decorator 5.2.1 → 5.3.1 (Decorators for Humans)
+  * fonttools 4.62.1 → 4.63.0 (Tools to manipulate font files)
+  * gitpython 3.1.46 → 3.1.59 (GitPython is a Python library used to interact with Git repositories)
+  * h2 4.3.0 → 4.4.1 (Pure-Python HTTP/2 protocol implementation)
+  * hpack 4.1.0 → 4.2.0 (Pure-Python HPACK header encoding)
+  * id 1.5.0 → 1.6.1 (A tool for generating OIDC identities)
+  * imageio 2.37.2 → 2.37.3 (Read and write images and video across all major formats. Supports scientific and volumetric data.)
+  * json5 0.14.0 → 0.15.0 (A Python implementation of the JSON5 data format.)
+  * jsonschema 4.24.0 → 4.26.0 (An implementation of JSON Schema validation for Python)
+  * librt 0.14.0 → 0.15.0 (Mypyc runtime library)
+  * mako 1.3.10 → 1.3.12 (A super-fast templating language that borrows the best ideas from the existing templating languages.)
+  * mistune 3.2.1 → 3.3.4 (A sane and fast Markdown parser with useful plugins and renderers)
+  * mizani 0.14.3 → 0.14.4 (Scales for Python)
+  * mlxtend 0.23.4 → 0.25.0 (Machine Learning Library Extensions)
+  * msal 1.36.0 → 1.37.0 (The Microsoft Authentication Library (MSAL) for Python library enables your app to access the Microsoft Cloud by supporting authentication of us)
+  * narwhals 2.23.0 → 2.24.0 (Extremely lightweight compatibility layer between dataframe libraries)
+  * nbclient 0.10.4 → 0.11.0 (A client library for executing notebooks. Formerly nbconvert's ExecutePreprocessor.)
+  * nbconvert 7.17.0 → 7.17.1 (Convert Jupyter Notebooks (.ipynb files) to other formats.)
+  * nltk 3.9.4 → 3.10.3 (Natural Language Toolkit)
+  * optuna 4.7.0 → 4.9.0 (A hyperparameter optimization framework)
+  * param 2.4.0 → 2.4.1 (Declarative parameters for robust Python classes and a rich API for reactive programming)
+  * prettytable 3.17.0 → 3.18.0 (A simple Python library for easily displaying tabular data in a visually appealing ASCII table format)
+  * psutil 7.2.1 → 7.2.2 (Cross-platform lib for process and system monitoring.)
+  * pyasn1 0.6.3 → 0.6.4 (Pure-Python implementation of ASN.1 types and DER/BER/CER codecs (X.208))
+  * pybind11 3.0.4 → 3.1.0 (Seamless operability between C++11 and Python)
+  * pygments 2.19.2 → 2.20.0 (Pygments is a syntax highlighting package written in Python.)
+  * pyjwt 2.10.1 → 2.13.0 (JSON Web Token implementation in Python)
+  * pypdf 6.10.2 → 6.15.0 (A pure-python PDF library capable of splitting, merging, cropping, and transforming PDF files)
+  * pyvisa 1.15.0 → 1.16.2 (Python VISA bindings for GPIB, RS232, TCPIP and USB instruments)
+  * quantecon 0.11.2 → 0.11.4 (Import the main names to top level.)
+  * redis 7.1.0 → 8.1.0 (Python client for Redis database and key-value store)
+  * regex 2026.5.9 → 2026.7.19 (Alternative regular expression module, to replace re.)
+  * scipy 1.18.0 → 1.18.1 (Fundamental algorithms for scientific computing in Python)
+  * scramp 1.4.8 → 1.4.17 (An implementation of the SCRAM protocol.)
+  * simpy 4.1.1 → 4.1.2 (Event discrete, process based simulation for Python.)
+  * soundfile 0.13.1 → 0.14.0 (An audio library based on libsndfile, CFFI and NumPy)
+  * soupsieve 2.8.3 → 2.9.2 (A modern CSS selector implementation for Beautiful Soup.)
+  * sqlparse 0.5.5 → 0.6.0 (A non-validating SQL parser.)
+  * starlette 1.3.1 → 1.6.0 (The little ASGI library that shines.)
+  * tinycss2 1.4.0 → 1.5.1 (A tiny CSS parser)
+  * tomlkit 0.15.0 → 0.15.1 (Style preserving TOML library)
+  * tqdm 4.67.3 → 4.70.0 (Fast, Extensible Progress Meter)
+  * traitlets 5.14.3 → 5.15.1 (Traitlets Python configuration system)
+  * tzdata 2025.3 → 2026.3 (Provider of IANA time zone data)
+  * ujson 5.12.1 → 5.13.0 (Ultra fast JSON encoder and decoder for Python)
+  * xyzservices 2025.11.0 → 2026.3.0 (Source of XYZ tiles providers)
+  * zipp 3.23.0 → 4.1.0 (Backport of pathlib-compatible object wrapper for zip files)
+
+Removed packages:
+  * chardet 5.2.0 (Universal encoding detector for Python 3)
+  * httpie 3.2.4 (HTTPie: modern, user-friendly command-line HTTP client for the API era.)
+
+### WheelHouse packages
+
+
+No differences found.
+
+
+
+* * *
diff --git a/changelogs/WinPythonslimf-64bit-3.14.7.1b2.md b/changelogs/WinPythonslimf-64bit-3.14.7.1b2.md
new file mode 100644
index 00000000..7902cd91
--- /dev/null
+++ b/changelogs/WinPythonslimf-64bit-3.14.7.1b2.md
@@ -0,0 +1,499 @@
+## WinPython 3.14.7.1slimf
+
+The following packages are included in WinPython-64bit v3.14.7.1slimf b2.
+
+
+### Tools
+
+Name | Version | Description
+-----|---------|------------
+[Pandoc](https://pandoc.org) | 3.1.9 | an universal document converter
+[Python](http://www.python.org/) | 3.14.7 | Python programming language with standard library
+
+
+### Python packages
+
+Name | Version | Description
+-----|---------|------------
+[absl-py](https://pypi.org/project/absl-py) | 2.5.0 | Abseil Python Common Libraries, see https://github.com/abseil/abseil-py.
+[adbc-driver-manager](https://pypi.org/project/adbc-driver-manager) | 1.12.0 | A generic entrypoint for ADBC drivers.
+[aiofiles](https://pypi.org/project/aiofiles) | 25.1.0 | File support for asyncio.
+[aiohappyeyeballs](https://pypi.org/project/aiohappyeyeballs) | 2.7.1 | Happy Eyeballs for asyncio
+[aiohttp](https://pypi.org/project/aiohttp) | 3.14.3 | Async http client/server framework (asyncio)
+[aiosignal](https://pypi.org/project/aiosignal) | 1.4.0 | aiosignal: a list of registered asynchronous callbacks
+[aiosqlite](https://pypi.org/project/aiosqlite) | 0.22.1 | asyncio bridge to the standard sqlite3 module
+[alabaster](https://pypi.org/project/alabaster) | 1.0.0 | A light, configurable Sphinx theme
+[alembic](https://pypi.org/project/alembic) | 1.18.5 | A database migration tool for SQLAlchemy.
+[altair](https://pypi.org/project/altair) | 6.2.2 | Vega-Altair: A declarative statistical visualization library for Python.
+[annotated-doc](https://pypi.org/project/annotated-doc) | 0.0.5 | Document parameters, class attributes, return types, and variables inline, with Annotated.
+[annotated-types](https://pypi.org/project/annotated-types) | 0.8.0 | Reusable constraint types to use with typing.Annotated
+[anthropic](https://pypi.org/project/anthropic) | 0.121.0 | The official Python library for the anthropic API
+[anyio](https://pypi.org/project/anyio) | 4.14.2 | High-level concurrency and networking framework on top of asyncio or Trio
+[anywidget](https://pypi.org/project/anywidget) | 0.11.0 | custom jupyter widgets made easy
+[appdirs](https://pypi.org/project/appdirs) | 1.4.4 | A small Python module for determining appropriate platform-specific dirs, e.g. a "user data dir".
+[argcomplete](https://pypi.org/project/argcomplete) | 3.7.2 | Bash tab completion for argparse
+[argon2-cffi](https://pypi.org/project/argon2-cffi) | 25.1.0 | Argon2 for Python
+[argon2-cffi-bindings](https://pypi.org/project/argon2-cffi-bindings) | 25.1.0 | Low-level CFFI bindings for Argon2
+[array-api-compat](https://pypi.org/project/array-api-compat) | 1.15.0 | A wrapper around NumPy and other array libraries to make them compatible with the Array API standard
+[arrow](https://pypi.org/project/arrow) | 1.4.0 | Better dates & times for Python
+[asgi-csrf](https://pypi.org/project/asgi-csrf) | 0.11 | ASGI middleware for protecting against CSRF attacks
+[asgiref](https://pypi.org/project/asgiref) | 3.12.1 | ASGI specs, helper code, and adapters
+[asn1crypto](https://pypi.org/project/asn1crypto) | 1.5.1 | Fast ASN.1 parser and serializer with definitions for private keys, public keys, certificates, CRL, OCSP, CMS, PKCS#3, PKCS#7, PKCS#8, PKCS#12,
+[ast-serialize](https://pypi.org/project/ast-serialize) | 0.8.0 | Python bindings for mypy AST serialization
+[asteval](https://pypi.org/project/asteval) | 1.0.9 | Safe, minimalistic evaluator of python expression using ast module
+[astroid](https://pypi.org/project/astroid) | 4.0.4 | An abstract syntax tree for Python with inference support.
+[asttokens](https://pypi.org/project/asttokens) | 3.0.2 | Annotate AST trees with source code positions
+[async-lru](https://pypi.org/project/async-lru) | 2.3.0 | Simple LRU cache for asyncio
+[asyncssh](https://pypi.org/project/asyncssh) | 2.24.0 | AsyncSSH: Asynchronous SSHv2 client and server library
+[attrs](https://pypi.org/project/attrs) | 26.1.0 | Classes Without Boilerplate
+[autopep8](https://pypi.org/project/autopep8) | 2.0.4 | A tool that automatically formats Python code to conform to the PEP 8 style guide
+[azure-core](https://pypi.org/project/azure-core) | 1.41.0 | Microsoft Azure Core Library for Python
+[azure-cosmos](https://pypi.org/project/azure-cosmos) | 4.16.1 | Microsoft Azure Cosmos Client Library for Python
+[azure-identity](https://pypi.org/project/azure-identity) | 1.25.3 | Microsoft Azure Identity Library for Python
+[babel](https://pypi.org/project/babel) | 2.18.0 | Internationalization utilities
+[baresql](https://pypi.org/project/baresql) | 1.0.0 | playing SQL directly on Python datas
+[bcrypt](https://pypi.org/project/bcrypt) | 5.0.0 | Modern password hashing for your software and your servers
+[beautifulsoup4](https://pypi.org/project/beautifulsoup4) | 4.15.0 | Screen-scraping library
+[binaryornot](https://pypi.org/project/binaryornot) | 0.6.0 | Ultra-lightweight pure Python package to check if a file is binary or text.
+[black](https://pypi.org/project/black) | 26.5.1 | The uncompromising code formatter.
+[bleach](https://pypi.org/project/bleach) | 6.4.0 | An easy safelist-based HTML-sanitizing tool.
+[blinker](https://pypi.org/project/blinker) | 1.9.0 | Fast, simple object-to-object and broadcast signaling
+[bokeh](https://pypi.org/project/bokeh) | 3.9.1 | Interactive plots and applications in the browser from Python
+[branca](https://pypi.org/project/branca) | 0.8.2 | Generate complex HTML+JS pages with Python
+[build](https://pypi.org/project/build) | 1.5.0 | A simple, correct Python build frontend
+[cachetools](https://pypi.org/project/cachetools) | 7.1.4 | Extensible memoizing collections and decorators
+[cattrs](https://pypi.org/project/cattrs) | 26.1.0 | Composable complex class support for attrs and dataclasses.
+[certifi](https://pypi.org/project/certifi) | 2026.1.4 | Python package for providing Mozilla's CA Bundle.
+[cffi](https://pypi.org/project/cffi) | 2.1.1 | Foreign Function Interface for Python calling C code.
+[charset-normalizer](https://pypi.org/project/charset-normalizer) | 3.4.7 | The Real First Universal Charset Detector. Open, modern and actively maintained alternative to Chardet.
+[click](https://pypi.org/project/click) | 8.4.2 | Composable command line interface toolkit
+[click-default-group](https://pypi.org/project/click-default-group) | 1.2.4 | click_default_group
+[cloudpickle](https://pypi.org/project/cloudpickle) | 3.1.2 | Pickler class to extend the standard pickle.Pickler functionality
+[colorama](https://pypi.org/project/colorama) | 0.4.6 | Cross-platform colored terminal text.
+[colorcet](https://pypi.org/project/colorcet) | 3.2.1 | Collection of perceptually uniform colormaps
+[colorlog](https://pypi.org/project/colorlog) | 6.12.0 | Add colours to the output of Python's logging module.
+[comm](https://pypi.org/project/comm) | 0.2.3 | Jupyter Python Comm implementation, for usage in ipykernel, xeus-python etc.
+[contourpy](https://pypi.org/project/contourpy) | 1.3.3 | Python library for calculating contours of 2D quadrilateral grids
+[cookiecutter](https://pypi.org/project/cookiecutter) | 2.7.1 | A command-line utility that creates projects from project templates, e.g.
+[cryptography](https://pypi.org/project/cryptography) | 50.0.0 | cryptography is a package which provides cryptographic recipes and primitives to Python developers.
+[cycler](https://pypi.org/project/cycler) | 0.12.1 | Composable style cycles
+[cython](https://pypi.org/project/cython) | 3.2.9 | The Cython compiler for writing C extensions in the Python language.
+[cytoolz](https://pypi.org/project/cytoolz) | 1.1.0 | Cython implementation of Toolz: High performance functional utilities
+[dask](https://pypi.org/project/dask) | 2026.7.1 | Parallel PyData with Task Scheduling
+[datasette](https://pypi.org/project/datasette) | 0.65.5 | An open source multi-tool for exploring and publishing data
+[datasette-graphql](https://pypi.org/project/datasette-graphql) | 2.2 | Datasette plugin providing an automatic GraphQL API for your SQLite databases
+[datashader](https://pypi.org/project/datashader) | 0.19.1 | Data visualization toolchain based on aggregating into a grid
+[debugpy](https://pypi.org/project/debugpy) | 1.8.21 | An implementation of the Debug Adapter Protocol for Python
+[decorator](https://pypi.org/project/decorator) | 5.3.1 | Decorators for Humans
+[defusedxml](https://pypi.org/project/defusedxml) | 0.7.1 | XML bomb protection for Python stdlib modules
+[diff-match-patch](https://pypi.org/project/diff-match-patch) | 20241021 | Repackaging of Google's Diff Match and Patch libraries.
+[dill](https://pypi.org/project/dill) | 0.4.1 | serialize all of Python
+[distro](https://pypi.org/project/distro) | 1.9.0 | Distro - an OS platform information API
+[docstring-parser](https://pypi.org/project/docstring-parser) | 0.18.0 | Parse Python docstrings in reST, Google and Numpydoc format
+[docstring-to-markdown](https://pypi.org/project/docstring-to-markdown) | 0.17 | On the fly conversion of Python docstrings to markdown
+[docutils](https://pypi.org/project/docutils) | 0.22.4 | Docutils -- Python Documentation Utilities
+[entrypoints](https://pypi.org/project/entrypoints) | 0.4 | Discover and load entry points from installed packages.
+[et-xmlfile](https://pypi.org/project/et-xmlfile) | 2.0.0 | An implementation of lxml.xmlfile for the standard library
+[eval-type-backport](https://pypi.org/project/eval-type-backport) | 0.3.1 | Like `typing._eval_type`, but lets older Python versions use newer typing features.
+[executing](https://pypi.org/project/executing) | 2.2.1 | Get the currently executing AST node of a frame, and other information
+[faker](https://pypi.org/project/faker) | 40.28.1 | Faker is a Python package that generates fake data for you.
+[fasta2a](https://pypi.org/project/fasta2a) | 0.6.1 | Convert an AI Agent into a A2A server! ✨
+[fastapi](https://pypi.org/project/fastapi) | 0.141.1 | FastAPI framework, high performance, easy to learn, fast to code, ready for production
+[fastjsonschema](https://pypi.org/project/fastjsonschema) | 2.21.2 | Fastest Python implementation of JSON schema
+[filelock](https://pypi.org/project/filelock) | 3.32.2 | A platform independent file lock.
+[flake8](https://pypi.org/project/flake8) | 7.1.1 | the modular source code checker: pep8 pyflakes and co
+[flask](https://pypi.org/project/flask) | 3.1.3 | A simple framework for building complex web applications.
+[flatbuffers](https://pypi.org/project/flatbuffers) | 25.12.19 | The FlatBuffers serialization format for Python
+[flexcache](https://pypi.org/project/flexcache) | 0.3 | Saves and loads to the cache a transformed versions of a source object.
+[flexparser](https://pypi.org/project/flexparser) | 0.4 | Parsing made fun ... using typing.
+[flit](https://pypi.org/project/flit) | 3.12.0 | A simple packaging tool for simple packages.
+[flit-core](https://pypi.org/project/flit-core) | 4.0.2 | Distribution-building parts of Flit. See flit package for more information
+[folium](https://pypi.org/project/folium) | 0.20.0 | Make beautiful maps with Leaflet.js & Python
+[fonttools](https://pypi.org/project/fonttools) | 4.63.0 | Tools to manipulate font files
+[foundry-local-sdk](https://pypi.org/project/foundry-local-sdk) | 0.5.1 | Foundry Local Manager Python SDK: Control-plane SDK for Foundry Local.
+[fqdn](https://pypi.org/project/fqdn) | 1.5.1 | Validates fully-qualified domain names against RFC 1123, so that they are acceptable to modern bowsers
+[frozenlist](https://pypi.org/project/frozenlist) | 1.8.0 | A list-like structure which implements collections.abc.MutableSequence
+[fsspec](https://pypi.org/project/fsspec) | 2026.7.0 | File-system specification
+[fuzzywuzzy](https://pypi.org/project/fuzzywuzzy) | 0.18.0 | Fuzzy string matching in python
+[genai-prices](https://pypi.org/project/genai-prices) | 0.0.60 | Calculate prices for calling LLM inference APIs.
+[geographiclib](https://pypi.org/project/geographiclib) | 2.1 | The geodesic routines from GeographicLib
+[geopy](https://pypi.org/project/geopy) | 2.4.1 | Python Geocoding Toolbox
+[gitdb](https://pypi.org/project/gitdb) | 4.0.12 | Git Object Database
+[gitpython](https://pypi.org/project/gitpython) | 3.1.62 | GitPython is a Python library used to interact with Git repositories
+[google-auth](https://pypi.org/project/google-auth) | 2.56.3 | Google Authentication Library
+[google-genai](https://pypi.org/project/google-genai) | 2.18.0 | GenAI Python SDK
+[graphene](https://pypi.org/project/graphene) | 3.4.3 | GraphQL Framework for Python
+[graphql-core](https://pypi.org/project/graphql-core) | 3.2.11 | GraphQL implementation for Python, a port of GraphQL.js, the JavaScript reference implementation for GraphQL.
+[graphql-relay](https://pypi.org/project/graphql-relay) | 3.2.0 | Relay library for graphql-core
+[greenlet](https://pypi.org/project/greenlet) | 3.5.5 | Lightweight in-process concurrent programming
+[griffelib](https://pypi.org/project/griffelib) | 2.1.0 | Signatures for entire Python programs.
+[groq](https://pypi.org/project/groq) | 1.6.0 | The official Python library for the groq API
+[h11](https://pypi.org/project/h11) | 0.16.0 | A pure-Python, bring-your-own-I/O implementation of HTTP/1.1
+[h2](https://pypi.org/project/h2) | 4.4.1 | Pure-Python HTTP/2 protocol implementation
+[h5py](https://pypi.org/project/h5py) | 3.16.0 | Read and write HDF5 files from Python
+[hatchling](https://pypi.org/project/hatchling) | 1.32.0 | Modern, extensible Python build backend
+[hf-xet](https://pypi.org/project/hf-xet) | 1.6.0 | Fast transfer of large files with the Hugging Face Hub.
+[holoviews](https://pypi.org/project/holoviews) | 1.23.1 | A high-level plotting API for the PyData ecosystem built on HoloViews.
+[hpack](https://pypi.org/project/hpack) | 4.2.0 | Pure-Python HPACK header encoding
+[html5lib](https://pypi.org/project/html5lib) | 1.1 | HTML parser based on the WHATWG HTML specification
+[httpcore](https://pypi.org/project/httpcore) | 1.0.9 | A minimal low-level HTTP client.
+[httpcore2](https://pypi.org/project/httpcore2) | 2.13.0 | A minimal low-level HTTP client.
+[httptools](https://pypi.org/project/httptools) | 0.8.0 | A collection of framework independent HTTP protocol utils.
+[httpx](https://pypi.org/project/httpx) | 0.28.1 | The next generation HTTP client.
+[httpx-sse](https://pypi.org/project/httpx-sse) | 0.4.3 | Consume Server-Sent Event (SSE) messages with HTTPX.
+[httpx2](https://pypi.org/project/httpx2) | 2.13.0 | The next generation HTTP client.
+[huggingface-hub](https://pypi.org/project/huggingface-hub) | 1.27.0 | Client library to download and publish models, datasets and other repos on the huggingface.co hub
+[hupper](https://pypi.org/project/hupper) | 1.12.1 | Integrated process monitor for developing and reloading daemons.
+[hvplot](https://pypi.org/project/hvplot) | 0.12.2 | A high-level plotting API for the PyData ecosystem built on HoloViews.
+[hypercorn](https://pypi.org/project/hypercorn) | 0.18.0 | A ASGI Server based on Hyper libraries and inspired by Gunicorn
+[hyperframe](https://pypi.org/project/hyperframe) | 6.1.0 | Pure-Python HTTP/2 framing
+[hypothesis](https://pypi.org/project/hypothesis) | 6.155.2 | The property-based testing library for Python
+[id](https://pypi.org/project/id) | 1.6.1 | A tool for generating OIDC identities
+[idna](https://pypi.org/project/idna) | 3.18 | Internationalized Domain Names in Applications (IDNA)
+[imageio](https://pypi.org/project/imageio) | 2.37.4 | Read and write images and video across all major formats. Supports scientific and volumetric data.
+[imagesize](https://pypi.org/project/imagesize) | 1.4.1 | Getting image size from png/jpeg/jpeg2000/gif file
+[imbalanced-learn](https://pypi.org/project/imbalanced-learn) | 0.14.2 | Toolbox for imbalanced dataset in machine learning
+[importlib-metadata](https://pypi.org/project/importlib-metadata) | 8.7.1 | Read metadata from Python packages
+[inflection](https://pypi.org/project/inflection) | 0.5.1 | A port of Ruby on Rails inflector to Python
+[iniconfig](https://pypi.org/project/iniconfig) | 2.3.0 | brain-dead simple config-ini parsing
+[intervaltree](https://pypi.org/project/intervaltree) | 3.2.1 | Editable interval tree data structure for Python 2 and 3
+[ipycanvas](https://pypi.org/project/ipycanvas) | 0.14.3 | Interactive widgets library exposing the browser's Canvas API
+[ipykernel](https://pypi.org/project/ipykernel) | 6.31.0 | IPython Kernel for Jupyter
+[ipyleaflet](https://pypi.org/project/ipyleaflet) | 0.20.0 | A Jupyter widget for dynamic Leaflet maps
+[ipympl](https://pypi.org/project/ipympl) | 0.10.0 | Matplotlib Jupyter Extension
+[ipython](https://pypi.org/project/ipython) | 9.15.0 | IPython: Productive Interactive Computing
+[ipython-genutils](https://pypi.org/project/ipython-genutils) | 0.2.0 | Vestigial utilities from IPython
+[ipython-pygments-lexers](https://pypi.org/project/ipython-pygments-lexers) | 1.1.1 | Defines a variety of Pygments lexers for highlighting IPython code.
+[ipython-sql](https://pypi.org/project/ipython-sql) | 0.5.0 | RDBMS access via IPython
+[ipywidgets](https://pypi.org/project/ipywidgets) | 8.1.8 | Jupyter interactive widgets
+[isoduration](https://pypi.org/project/isoduration) | 20.11.0 | Operations with ISO 8601 durations
+[isort](https://pypi.org/project/isort) | 8.0.1 | A Python utility / library to sort Python imports.
+[itsdangerous](https://pypi.org/project/itsdangerous) | 2.2.0 | Safely pass data to untrusted environments and back.
+[janus](https://pypi.org/project/janus) | 2.0.0 | Mixed sync-async queue to interoperate between asyncio tasks and classic threads
+[jaraco-classes](https://pypi.org/project/jaraco-classes) | 3.4.0 | Utility functions for Python class constructs
+[jaraco-context](https://pypi.org/project/jaraco-context) | 6.1.2 | Useful decorators and context managers
+[jaraco-functools](https://pypi.org/project/jaraco-functools) | 4.6.0 | Functools like those found in stdlib
+[jedi](https://pypi.org/project/jedi) | 0.20.0 | An autocompletion tool for Python that can be used for text editors.
+[jinja2](https://pypi.org/project/jinja2) | 3.1.6 | A very fast and expressive template engine.
+[jiter](https://pypi.org/project/jiter) | 0.14.0 | Fast iterable JSON parser.
+[joblib](https://pypi.org/project/joblib) | 1.5.3 | Lightweight pipelining with Python functions
+[json5](https://pypi.org/project/json5) | 0.15.0 | A Python implementation of the JSON5 data format.
+[jsonpatch](https://pypi.org/project/jsonpatch) | 1.33 | Apply JSON-Patches (RFC 6902)
+[jsonpath-python](https://pypi.org/project/jsonpath-python) | 1.0.6 | A more powerful JSONPath implementation in modern python
+[jsonpointer](https://pypi.org/project/jsonpointer) | 3.1.1 | Identify specific nodes in a JSON document (RFC 6901)
+[jsonschema](https://pypi.org/project/jsonschema) | 4.26.0 | An implementation of JSON Schema validation for Python
+[jsonschema-specifications](https://pypi.org/project/jsonschema-specifications) | 2025.9.1 | The JSON Schema meta-schemas and vocabularies, exposed as a Registry
+[julia](https://pypi.org/project/julia) | 0.6.2 | Julia/Python bridge with IPython support.
+[jupyter](https://pypi.org/project/jupyter) | 1.1.1 | Jupyter metapackage. Install all the Jupyter components in one go.
+[jupyter-bokeh](https://pypi.org/project/jupyter-bokeh) | 4.1.0 | A Jupyter extension for rendering Bokeh content.
+[jupyter-builder](https://pypi.org/project/jupyter-builder) | 1.2.2 | JupyterLab build tools
+[jupyter-client](https://pypi.org/project/jupyter-client) | 8.8.0 | Jupyter protocol implementation and client libraries
+[jupyter-console](https://pypi.org/project/jupyter-console) | 6.6.3 | Jupyter terminal console
+[jupyter-core](https://pypi.org/project/jupyter-core) | 5.9.1 | Jupyter core package. A base package on which Jupyter projects rely.
+[jupyter-events](https://pypi.org/project/jupyter-events) | 0.12.1 | Jupyter Event System library
+[jupyter-leaflet](https://pypi.org/project/jupyter-leaflet) | 0.20.0 | ipyleaflet extensions for JupyterLab and Jupyter Notebook
+[jupyter-lsp](https://pypi.org/project/jupyter-lsp) | 2.3.1 | Multi-Language Server WebSocket proxy for Jupyter Notebook/Lab server
+[jupyter-server](https://pypi.org/project/jupyter-server) | 2.21.1 | The backend—i.e. core services, APIs, and REST endpoints—to Jupyter web applications.
+[jupyter-server-terminals](https://pypi.org/project/jupyter-server-terminals) | 0.5.4 | A Jupyter Server Extension Providing Terminals.
+[jupyterlab](https://pypi.org/project/jupyterlab) | 4.6.3 | JupyterLab computational environment
+[jupyterlab-pygments](https://pypi.org/project/jupyterlab-pygments) | 0.3.0 | Pygments theme using JupyterLab CSS variables
+[jupyterlab-server](https://pypi.org/project/jupyterlab-server) | 2.28.0 | A set of server components for JupyterLab and JupyterLab like applications.
+[jupyterlab-widgets](https://pypi.org/project/jupyterlab-widgets) | 3.0.16 | Jupyter interactive widgets for JupyterLab
+[keras](https://pypi.org/project/keras) | 3.15.1 | Multi-backend Keras
+[keyring](https://pypi.org/project/keyring) | 25.7.0 | Store and access your passwords safely.
+[kiwisolver](https://pypi.org/project/kiwisolver) | 1.5.0 | A fast implementation of the Cassowary constraint solver
+[lark](https://pypi.org/project/lark) | 1.3.1 | a modern parsing library
+[lazy-loader](https://pypi.org/project/lazy-loader) | 0.5 | Makes it easy to load subpackages and functions on demand.
+[librt](https://pypi.org/project/librt) | 0.15.0 | Mypyc runtime library
+[linkify-it-py](https://pypi.org/project/linkify-it-py) | 2.0.3 | Links recognition library with FULL unicode support.
+[llvmlite](https://pypi.org/project/llvmlite) | 0.49.0 | lightweight wrapper around basic LLVM functionality
+[lmfit](https://pypi.org/project/lmfit) | 1.3.4 | Least-Squares Minimization with Bounds and Constraints
+[locket](https://pypi.org/project/locket) | 1.0.0 | File-based locks for Python on Linux and Windows
+[logfire-api](https://pypi.org/project/logfire-api) | 4.33.0 | Shim for the Logfire SDK which does nothing unless Logfire is installed
+[lsprotocol](https://pypi.org/project/lsprotocol) | 2025.0.0 | Python types for Language Server Protocol.
+[lxml](https://pypi.org/project/lxml) | 6.1.0 | Powerful and Pythonic XML processing library combining libxml2/libxslt with the ElementTree API.
+[mako](https://pypi.org/project/mako) | 1.3.12 | A super-fast templating language that borrows the best ideas from the existing templating languages.
+[markdown](https://pypi.org/project/markdown) | 3.10.2 | Python implementation of John Gruber's Markdown.
+[markdown-it-py](https://pypi.org/project/markdown-it-py) | 4.2.0 | Python port of markdown-it. Markdown parsing, done right!
+[markdownify](https://pypi.org/project/markdownify) | 1.2.2 | Convert HTML to markdown.
+[markupsafe](https://pypi.org/project/markupsafe) | 3.0.3 | Safely add untrusted strings to HTML/XML markup.
+[matplotlib](https://pypi.org/project/matplotlib) | 3.11.1 | Python plotting package
+[matplotlib-inline](https://pypi.org/project/matplotlib-inline) | 0.2.2 | Inline Matplotlib backend for Jupyter
+[maturin](https://pypi.org/project/maturin) | 1.14.1 | Build and publish crates with pyo3, cffi and uniffi bindings as well as rust binaries as python packages
+[mccabe](https://pypi.org/project/mccabe) | 0.7.0 | McCabe checker, plugin for flake8
+[mdit-py-plugins](https://pypi.org/project/mdit-py-plugins) | 0.6.1 | Collection of plugins for markdown-it-py
+[mdurl](https://pypi.org/project/mdurl) | 0.1.2 | Markdown URL utilities
+[mercantile](https://pypi.org/project/mercantile) | 1.2.1 | Web mercator XYZ tile utilities
+[mergedeep](https://pypi.org/project/mergedeep) | 1.3.4 | A deep merge function for 🐍.
+[missingno](https://pypi.org/project/missingno) | 0.5.2 | Missing data visualization module for Python.
+[mistralai](https://pypi.org/project/mistralai) | 2.8.0 | Python Client SDK for the Mistral AI API.
+[mistune](https://pypi.org/project/mistune) | 3.3.4 | A sane and fast Markdown parser with useful plugins and renderers
+[mizani](https://pypi.org/project/mizani) | 0.14.4 | Scales for Python
+[ml-dtypes](https://pypi.org/project/ml-dtypes) | 0.5.4 | ml_dtypes is a stand-alone implementation of several NumPy dtype extensions used in machine learning.
+[mlxtend](https://pypi.org/project/mlxtend) | 0.25.0 | Machine Learning Library Extensions
+[more-itertools](https://pypi.org/project/more-itertools) | 11.1.0 | More routines for operating on iterables, beyond itertools
+[mpld3](https://pypi.org/project/mpld3) | 0.5.12 | D3 Viewer for Matplotlib
+[mpmath](https://pypi.org/project/mpmath) | 1.3.0 | Python library for arbitrary-precision floating-point arithmetic
+[msal](https://pypi.org/project/msal) | 1.37.0 | The Microsoft Authentication Library (MSAL) for Python library enables your app to access the Microsoft Cloud by supporting authentication of us
+[msal-extensions](https://pypi.org/project/msal-extensions) | 1.3.1 | Microsoft Authentication Library extensions (MSAL EX) provides a persistence API that can save your data on disk, encrypted on Windows, macOS an
+[multidict](https://pypi.org/project/multidict) | 6.7.1 | multidict implementation
+[multipledispatch](https://pypi.org/project/multipledispatch) | 1.0.0 | Multiple dispatch
+[mypy](https://pypi.org/project/mypy) | 2.3.0 | Optional static typing for Python
+[mypy-extensions](https://pypi.org/project/mypy-extensions) | 1.1.0 | Type system extensions for programs checked with the mypy type checker.
+[mysql-connector-python](https://pypi.org/project/mysql-connector-python) | 26.7.0 | A self-contained Python driver for communicating with MySQL servers, using an API that is compliant with the Python Database API Specification v
+[namex](https://pypi.org/project/namex) | 0.1.0 | A simple utility to separate the implementation of your Python package and its public API surface.
+[narwhals](https://pypi.org/project/narwhals) | 2.24.0 | Extremely lightweight compatibility layer between dataframe libraries
+[nbclient](https://pypi.org/project/nbclient) | 0.11.0 | A client library for executing notebooks. Formerly nbconvert's ExecutePreprocessor.
+[nbconvert](https://pypi.org/project/nbconvert) | 7.17.1 | Convert Jupyter Notebooks (.ipynb files) to other formats.
+[nbformat](https://pypi.org/project/nbformat) | 5.10.4 | The Jupyter Notebook format
+[nest-asyncio](https://pypi.org/project/nest-asyncio) | 1.6.0 | Patch asyncio to allow nested event loops
+[networkx](https://pypi.org/project/networkx) | 3.6.1 | Python package for creating and manipulating graphs and networks
+[nh3](https://pypi.org/project/nh3) | 0.3.3 | Python binding to Ammonia HTML sanitizer Rust crate
+[nltk](https://pypi.org/project/nltk) | 3.10.3 | Natural Language Toolkit
+[notebook](https://pypi.org/project/notebook) | 7.6.2 | Jupyter Notebook - A web-based notebook environment for interactive computing
+[notebook-shim](https://pypi.org/project/notebook-shim) | 0.2.4 | A shim layer for notebook traits and config
+[numba](https://pypi.org/project/numba) | 0.67.0 | compiling Python code using LLVM
+[numpy](https://pypi.org/project/numpy) | 2.5.2 | Fundamental package for array computing in Python
+[numpydoc](https://pypi.org/project/numpydoc) | 1.10.0 | Sphinx extension to support docstrings in Numpy format
+[openai](https://pypi.org/project/openai) | 3.1.0 | The official Python library for the openai API
+[openpyxl](https://pypi.org/project/openpyxl) | 3.1.5 | A Python library to read/write Excel 2010 xlsx/xlsm files
+[opentelemetry-api](https://pypi.org/project/opentelemetry-api) | 1.39.1 | OpenTelemetry Python API
+[opentelemetry-semantic-conventions](https://pypi.org/project/opentelemetry-semantic-conventions) | 0.60b1 | OpenTelemetry Semantic Conventions
+[optree](https://pypi.org/project/optree) | 0.19.0 | Optimized PyTree Utilities.
+[optuna](https://pypi.org/project/optuna) | 4.9.0 | A hyperparameter optimization framework
+[ormsgpack](https://pypi.org/project/ormsgpack) | 1.12.2 | Fast, correct Python msgpack library supporting dataclasses, datetimes, and numpy
+[osqp](https://pypi.org/project/osqp) | 1.1.3 | OSQP: The Operator Splitting QP Solver
+[outcome](https://pypi.org/project/outcome) | 1.3.0.post0 | Capture the outcome of Python function calls.
+[packaging](https://pypi.org/project/packaging) | 26.2 | Core utilities for Python packages
+[pandas](https://pypi.org/project/pandas) | 3.0.5 | Powerful data structures for data analysis, time series, and statistics
+[pandocfilters](https://pypi.org/project/pandocfilters) | 1.5.1 | Utilities for writing pandoc filters in python
+[panel](https://pypi.org/project/panel) | 1.9.3 | The powerful data exploration & web app framework for Python.
+[panel-material-ui](https://pypi.org/project/panel-material-ui) | 0.14.2 | An extension to bring MaterialUI components to Panel.
+[papermill](https://pypi.org/project/papermill) | 2.7.0 | Parameterize and run Jupyter and nteract Notebooks
+[param](https://pypi.org/project/param) | 2.4.1 | Declarative parameters for robust Python classes and a rich API for reactive programming
+[parso](https://pypi.org/project/parso) | 0.8.7 | A Python Parser
+[partd](https://pypi.org/project/partd) | 1.4.2 | Appendable key-value storage
+[pathspec](https://pypi.org/project/pathspec) | 1.1.1 | Utility library for gitignore style pattern matching of file paths.
+[patsy](https://pypi.org/project/patsy) | 1.0.2 | A Python package for describing statistical models and for building design matrices.
+[pep8](https://pypi.org/project/pep8) | 1.7.1 | Python style guide checker
+[pexpect](https://pypi.org/project/pexpect) | 4.9.0 | Pexpect allows easy control of interactive console applications.
+[pg8000](https://pypi.org/project/pg8000) | 1.31.5 | PostgreSQL interface library
+[pickleshare](https://pypi.org/project/pickleshare) | 0.7.5 | Tiny 'shelve'-like database with concurrency support
+[pillow](https://pypi.org/project/pillow) | 12.3.0 | Python Imaging Library (fork)
+[pip](https://pypi.org/project/pip) | 26.2.1 | The PyPA recommended tool for installing Python packages.
+[pipdeptree](https://pypi.org/project/pipdeptree) | 3.1.0 | Command line utility to show dependency tree of packages.
+[platformdirs](https://pypi.org/project/platformdirs) | 4.11.3 | A small Python package for determining appropriate platform-specific dirs, e.g. a `user data dir`.
+[plotly](https://pypi.org/project/plotly) | 6.9.0 | An open-source interactive data visualization library for Python
+[pluggy](https://pypi.org/project/pluggy) | 1.6.0 | plugin and hook calling mechanisms for python
+[prettytable](https://pypi.org/project/prettytable) | 3.18.0 | A simple Python library for easily displaying tabular data in a visually appealing ASCII table format
+[prince](https://pypi.org/project/prince) | 0.19.0 | Factor analysis in Python: PCA, CA, MCA, MFA, FAMD, GPA, PGA
+[priority](https://pypi.org/project/priority) | 2.0.0 | A pure-Python implementation of the HTTP/2 priority tree
+[prometheus-client](https://pypi.org/project/prometheus-client) | 0.26.0 | Python client for the Prometheus monitoring system.
+[prompt-toolkit](https://pypi.org/project/prompt-toolkit) | 3.0.52 | Library for building powerful interactive command lines in Python
+[propcache](https://pypi.org/project/propcache) | 0.5.2 | Accelerated property cache
+[protobuf](https://pypi.org/project/protobuf) | 7.35.1 | 
+[psutil](https://pypi.org/project/psutil) | 7.2.2 | Cross-platform lib for process and system monitoring.
+[psygnal](https://pypi.org/project/psygnal) | 0.16.1 | Fast python callback/event system modeled after Qt Signals
+[ptpython](https://pypi.org/project/ptpython) | 3.0.32 | Python REPL build on top of prompt_toolkit
+[ptyprocess](https://pypi.org/project/ptyprocess) | 0.7.0 | Run a subprocess in a pseudo terminal
+[pure-eval](https://pypi.org/project/pure-eval) | 0.2.3 | Safely evaluate AST nodes without side effects
+[pyarrow](https://pypi.org/project/pyarrow) | 24.0.0 | Python library for Apache Arrow
+[pyasn1](https://pypi.org/project/pyasn1) | 0.6.4 | Pure-Python implementation of ASN.1 types and DER/BER/CER codecs (X.208)
+[pyasn1-modules](https://pypi.org/project/pyasn1-modules) | 0.4.2 | A collection of ASN.1-based protocols modules
+[pybind11](https://pypi.org/project/pybind11) | 3.1.0 | Seamless operability between C++11 and Python
+[pycodestyle](https://pypi.org/project/pycodestyle) | 2.12.1 | Python style guide checker
+[pycparser](https://pypi.org/project/pycparser) | 3.0 | C parser in Python
+[pyct](https://pypi.org/project/pyct) | 0.6.0 | Python package common tasks for users (e.g. copy examples, fetch data, ...)
+[pydantic](https://pypi.org/project/pydantic) | 2.13.4 | Data validation using Python type hints
+[pydantic-ai-slim](https://pypi.org/project/pydantic-ai-slim) | 1.106.0 | Agent Framework / shim to use Pydantic with LLMs, slim package
+[pydantic-core](https://pypi.org/project/pydantic-core) | 2.46.4 | Core functionality for Pydantic validation and serialization
+[pydantic-evals](https://pypi.org/project/pydantic-evals) | 1.106.0 | Framework for evaluating stochastic code execution, especially code making use of LLMs
+[pydantic-graph](https://pypi.org/project/pydantic-graph) | 1.106.0 | Graph and state machine library
+[pydantic-settings](https://pypi.org/project/pydantic-settings) | 2.15.0 | Settings management using Pydantic
+[pydeck](https://pypi.org/project/pydeck) | 0.9.3 | Widget for deck.gl maps
+[pydocstyle](https://pypi.org/project/pydocstyle) | 6.3.0 | Python docstring style checker
+[pydot](https://pypi.org/project/pydot) | 4.0.1 | Python interface to Graphviz's Dot
+[pyflakes](https://pypi.org/project/pyflakes) | 3.2.0 | passive checker of Python programs
+[pygithub](https://pypi.org/project/pygithub) | 2.8.1 | Use the full Github API v3
+[pygments](https://pypi.org/project/pygments) | 2.20.0 | Pygments is a syntax highlighting package written in Python.
+[pyjwt](https://pypi.org/project/pyjwt) | 2.13.0 | JSON Web Token implementation in Python
+[pylint](https://pypi.org/project/pylint) | 4.0.6 | python code static checker
+[pylint-venv](https://pypi.org/project/pylint-venv) | 3.0.4 | pylint-venv provides a Pylint init-hook to use the same Pylint installation with different virtual environments.
+[pyls-spyder](https://pypi.org/project/pyls-spyder) | 0.4.0 | Spyder extensions for the python-lsp-server
+[pympler](https://pypi.org/project/pympler) | 1.0.1 | A development tool to measure, monitor and analyze the memory behavior of Python objects.
+[pynacl](https://pypi.org/project/pynacl) | 1.6.2 | Python binding to the Networking and Cryptography (NaCl) library
+[pynndescent](https://pypi.org/project/pynndescent) | 0.6.0 | Nearest Neighbor Descent
+[pyodbc](https://pypi.org/project/pyodbc) | 5.3.0 | DB API module for ODBC
+[pyomo](https://pypi.org/project/pyomo) | 6.10.1 | The Pyomo optimization modeling framework
+[pypandoc](https://pypi.org/project/pypandoc) | 1.15 | Thin wrapper for pandoc.
+[pyparsing](https://pypi.org/project/pyparsing) | 3.3.2 | pyparsing - Classes and methods to define and execute parsing grammars
+[pypdf](https://pypi.org/project/pypdf) | 6.16.2 | A pure-python PDF library capable of splitting, merging, cropping, and transforming PDF files
+[pyperclip](https://pypi.org/project/pyperclip) | 1.11.0 | A cross-platform clipboard module for Python. (Only handles plain text for now.)
+[pyproject-hooks](https://pypi.org/project/pyproject-hooks) | 1.2.0 | Wrappers to call pyproject.toml-based build backend hooks.
+[pyserial](https://pypi.org/project/pyserial) | 3.5 | Python Serial Port Extension
+[pysocks](https://pypi.org/project/pysocks) | 1.7.1 | A Python SOCKS client module. See https://github.com/Anorov/PySocks for more information.
+[pyspnego](https://pypi.org/project/pyspnego) | 0.12.0 | Windows Negotiate Authentication Client and Server
+[pytest](https://pypi.org/project/pytest) | 9.0.3 | pytest: simple powerful testing with Python
+[python-barcode](https://pypi.org/project/python-barcode) | 0.16.1 | Create standard barcodes with Python. No external modules needed. (optional Pillow support included).
+[python-dateutil](https://pypi.org/project/python-dateutil) | 2.9.0.post0 | Extensions to the standard Python datetime module
+[python-dotenv](https://pypi.org/project/python-dotenv) | 1.2.2 | Read key-value pairs from a .env file and set them as environment variables
+[python-json-logger](https://pypi.org/project/python-json-logger) | 4.1.0 | JSON Log Formatter for the Python Logging Package
+[python-lsp-black](https://pypi.org/project/python-lsp-black) | 2.0.0 | Black plugin for the Python LSP Server
+[python-lsp-jsonrpc](https://pypi.org/project/python-lsp-jsonrpc) | 1.1.2 | JSON RPC 2.0 server library
+[python-lsp-ruff](https://pypi.org/project/python-lsp-ruff) | 2.3.0 | Ruff linting plugin for pylsp
+[python-lsp-server](https://pypi.org/project/python-lsp-server) | 1.15.0 | Python Language Server for the Language Server Protocol
+[python-multipart](https://pypi.org/project/python-multipart) | 0.0.32 | A streaming multipart parser for Python
+[python-slugify](https://pypi.org/project/python-slugify) | 8.0.4 | A Python slugify application that also handles Unicode
+[pytokens](https://pypi.org/project/pytokens) | 0.4.1 | A Fast, spec compliant Python 3.14+ tokenizer that runs on older Pythons.
+[pytoolconfig](https://pypi.org/project/pytoolconfig) | 1.3.1 | Python tool configuration
+[pyuca](https://pypi.org/project/pyuca) | 1.2 | a Python implementation of the Unicode Collation Algorithm
+[pyusb](https://pypi.org/project/pyusb) | 1.3.1 | Easy USB access for Python
+[pyvisa](https://pypi.org/project/pyvisa) | 1.16.2 | Python VISA bindings for GPIB, RS232, TCPIP and USB instruments
+[pyviz-comms](https://pypi.org/project/pyviz-comms) | 3.0.6 | A JupyterLab extension for rendering HoloViz content.
+[pywavelets](https://pypi.org/project/pywavelets) | 1.9.0 | PyWavelets, wavelet transform module
+[pywin32-ctypes](https://pypi.org/project/pywin32-ctypes) | 0.2.3 | A (partial) reimplementation of pywin32 using ctypes/cffi
+[pywinpty](https://pypi.org/project/pywinpty) | 3.0.5 | Pseudo terminal support for Windows from Python.
+[pyyaml](https://pypi.org/project/pyyaml) | 6.0.3 | YAML parser and emitter for Python
+[pyzmq](https://pypi.org/project/pyzmq) | 27.1.0 | Python bindings for 0MQ
+[qdarkstyle](https://pypi.org/project/qdarkstyle) | 3.2.3 | The most complete dark/light style sheet for C++/Python and Qt applications
+[qdldl](https://pypi.org/project/qdldl) | 0.1.9.post1 | QDLDL, a free LDL factorization routine.
+[qrcode](https://pypi.org/project/qrcode) | 8.2 | QR Code image generator
+[qstylizer](https://pypi.org/project/qstylizer) | 0.2.4 | Stylesheet Generator for PyQt{4-5}/PySide{1-2}
+[qtpy](https://pypi.org/project/qtpy) | 2.4.3 | Provides an abstraction layer on top of the various Qt bindings (PyQt5/6 and PySide2/6).
+[quantecon](https://pypi.org/project/quantecon) | 0.11.4 | Import the main names to top level.
+[quart](https://pypi.org/project/quart) | 0.20.0 | A Python ASGI web framework with the same API as Flask
+[rapidfuzz](https://pypi.org/project/rapidfuzz) | 3.14.5 | rapid fuzzy string matching
+[readme-renderer](https://pypi.org/project/readme-renderer) | 45.0 | readme_renderer is a library for rendering readme descriptions for Warehouse
+[redis](https://pypi.org/project/redis) | 8.1.0 | Python client for Redis database and key-value store
+[referencing](https://pypi.org/project/referencing) | 0.37.0 | JSON Referencing + Python
+[regex](https://pypi.org/project/regex) | 2026.7.19 | Alternative regular expression module, to replace re.
+[reportlab](https://pypi.org/project/reportlab) | 5.0.0 | The Reportlab Toolkit
+[requests](https://pypi.org/project/requests) | 2.34.2 | Python HTTP for Humans.
+[requests-ntlm](https://pypi.org/project/requests-ntlm) | 1.3.0 | This package allows for HTTP NTLM authentication using the requests library.
+[requests-toolbelt](https://pypi.org/project/requests-toolbelt) | 1.0.0 | A utility belt for advanced users of python-requests
+[rfc3339-validator](https://pypi.org/project/rfc3339-validator) | 0.1.4 | A pure python RFC3339 validator
+[rfc3986](https://pypi.org/project/rfc3986) | 2.0.0 | Validating URI References per RFC 3986
+[rfc3986-validator](https://pypi.org/project/rfc3986-validator) | 0.1.1 | Pure python rfc3986 validator
+[rfc3987-syntax](https://pypi.org/project/rfc3987-syntax) | 1.1.0 | Helper functions to syntactically validate strings according to RFC 3987.
+[rich](https://pypi.org/project/rich) | 15.0.0 | Render rich text, tables, progress bars, syntax highlighting, markdown and more to the terminal
+[roman-numerals](https://pypi.org/project/roman-numerals) | 4.1.0 | Manipulate well-formed Roman numerals
+[rope](https://pypi.org/project/rope) | 1.14.0 | a python refactoring library...
+[rpds-py](https://pypi.org/project/rpds-py) | 2026.6.3 | Python bindings to Rust's persistent data structures (rpds)
+[rtree](https://pypi.org/project/rtree) | 1.4.1 | R-Tree spatial index for Python GIS
+[ruff](https://pypi.org/project/ruff) | 0.16.1 | An extremely fast Python linter and code formatter, written in Rust.
+[rx](https://pypi.org/project/rx) | 3.2.0 | Reactive Extensions (Rx) for Python
+[scikit-image](https://pypi.org/project/scikit-image) | 0.26.0 | Image processing in Python
+[scikit-learn](https://pypi.org/project/scikit-learn) | 1.9.0 | A set of python modules for machine learning and data mining
+[scipy](https://pypi.org/project/scipy) | 1.18.1 | Fundamental algorithms for scientific computing in Python
+[scramp](https://pypi.org/project/scramp) | 1.4.17 | An implementation of the SCRAM protocol.
+[scs](https://pypi.org/project/scs) | 3.2.11 | Splitting conic solver
+[seaborn](https://pypi.org/project/seaborn) | 0.13.2 | Statistical data visualization
+[send2trash](https://pypi.org/project/send2trash) | 2.1.0 | Send file to trash natively under Mac OS X, Windows and Linux
+[setuptools](https://pypi.org/project/setuptools) | 83.0.0 | Most extensible Python build backend with support for C/C++ extension modules
+[shapely](https://pypi.org/project/shapely) | 2.1.2 | Manipulation and analysis of geometric objects
+[shellingham](https://pypi.org/project/shellingham) | 1.5.4 | Tool to Detect Surrounding Shell
+[simplejson](https://pypi.org/project/simplejson) | 4.1.2 | Simple, fast, extensible JSON encoder/decoder for Python
+[simpy](https://pypi.org/project/simpy) | 4.1.2 | Event discrete, process based simulation for Python.
+[six](https://pypi.org/project/six) | 1.17.0 | Python 2 and 3 compatibility utilities
+[sklearn-compat](https://pypi.org/project/sklearn-compat) | 0.1.6 | Ease support for compatible scikit-learn estimators across versions
+[skrub](https://pypi.org/project/skrub) | 0.10.0 | Machine learning with dataframes
+[smmap](https://pypi.org/project/smmap) | 5.0.3 | A pure Python implementation of a sliding window memory map manager
+[sniffio](https://pypi.org/project/sniffio) | 1.3.1 | Sniff out which async library your code is running under
+[snowballstemmer](https://pypi.org/project/snowballstemmer) | 3.1.1 | This package provides 36 stemmers for 34 languages generated from Snowball algorithms.
+[sortedcontainers](https://pypi.org/project/sortedcontainers) | 2.4.0 | Sorted Containers -- Sorted List, Sorted Dict, Sorted Set
+[sounddevice](https://pypi.org/project/sounddevice) | 0.5.5 | Play and Record Sound with Python
+[soundfile](https://pypi.org/project/soundfile) | 0.14.0 | An audio library based on libsndfile, CFFI and NumPy
+[soupsieve](https://pypi.org/project/soupsieve) | 2.9.2 | A modern CSS selector implementation for Beautiful Soup.
+[sphinx](https://pypi.org/project/sphinx) | 9.1.0 | Python documentation generator
+[sphinx-rtd-theme](https://pypi.org/project/sphinx-rtd-theme) | 3.1.0 | Read the Docs theme for Sphinx
+[sphinxcontrib-applehelp](https://pypi.org/project/sphinxcontrib-applehelp) | 2.0.0 | sphinxcontrib-applehelp is a Sphinx extension which outputs Apple help books
+[sphinxcontrib-devhelp](https://pypi.org/project/sphinxcontrib-devhelp) | 2.0.0 | sphinxcontrib-devhelp is a sphinx extension which outputs Devhelp documents
+[sphinxcontrib-htmlhelp](https://pypi.org/project/sphinxcontrib-htmlhelp) | 2.1.0 | sphinxcontrib-htmlhelp is a sphinx extension which renders HTML help files
+[sphinxcontrib-jquery](https://pypi.org/project/sphinxcontrib-jquery) | 4.1 | Extension to include jQuery on newer Sphinx releases
+[sphinxcontrib-jsmath](https://pypi.org/project/sphinxcontrib-jsmath) | 1.0.1 | A sphinx extension which renders display math in HTML via JavaScript
+[sphinxcontrib-qthelp](https://pypi.org/project/sphinxcontrib-qthelp) | 2.0.0 | sphinxcontrib-qthelp is a sphinx extension which outputs QtHelp documents
+[sphinxcontrib-serializinghtml](https://pypi.org/project/sphinxcontrib-serializinghtml) | 2.0.0 | sphinxcontrib-serializinghtml is a sphinx extension which outputs "serialized" HTML files (json and pickle)
+[spyder-kernels](https://pypi.org/project/spyder-kernels) | 3.1.5 | Jupyter kernels for Spyder's console
+[sqlalchemy](https://pypi.org/project/sqlalchemy) | 2.0.51 | Database Abstraction Library
+[sqlite-bro](https://pypi.org/project/sqlite-bro) | 1.3.2 | a graphic SQLite and DuckDB Client in 1 Python file
+[sqlite-fts4](https://pypi.org/project/sqlite-fts4) | 1.0.3 | Python functions for working with SQLite FTS4 search
+[sqlite-utils](https://pypi.org/project/sqlite-utils) | 4.1.1 | CLI tool and Python library for manipulating SQLite databases
+[sqlparse](https://pypi.org/project/sqlparse) | 0.6.0 | A non-validating SQL parser.
+[squarify](https://pypi.org/project/squarify) | 0.4.4 | Pure Python implementation of the squarify treemap layout algorithm
+[sse-starlette](https://pypi.org/project/sse-starlette) | 3.4.8 | SSE plugin for Starlette
+[sspilib](https://pypi.org/project/sspilib) | 0.5.0 | SSPI API bindings for Python
+[stack-data](https://pypi.org/project/stack-data) | 0.6.3 | Extract data from python stack frames and tracebacks for informative displays
+[starlette](https://pypi.org/project/starlette) | 1.6.0 | The little ASGI library that shines.
+[streamlit](https://pypi.org/project/streamlit) | 1.60.0 | A faster way to build and share data apps
+[streamlit-bokeh](https://pypi.org/project/streamlit-bokeh) | 3.9.1 | Streamlit component that allows you to render Bokeh charts
+[sympy](https://pypi.org/project/sympy) | 1.14.0 | Computer algebra system (CAS) in Python
+[tabulate](https://pypi.org/project/tabulate) | 0.10.0 | Pretty-print tabular data
+[tenacity](https://pypi.org/project/tenacity) | 9.1.4 | Retry code until it succeeds
+[termcolor](https://pypi.org/project/termcolor) | 3.3.0 | ANSI color formatting for output in terminal
+[terminado](https://pypi.org/project/terminado) | 0.18.1 | Tornado websocket backend for the Xterm.js Javascript terminal emulator library.
+[text-unidecode](https://pypi.org/project/text-unidecode) | 1.3 | The most basic Text::Unidecode port
+[textdistance](https://pypi.org/project/textdistance) | 4.6.3 | Compute distance between the two texts.
+[thefuzz](https://pypi.org/project/thefuzz) | 0.22.1 | Fuzzy string matching in python
+[threadpoolctl](https://pypi.org/project/threadpoolctl) | 3.6.0 | threadpoolctl
+[three-merge](https://pypi.org/project/three-merge) | 0.1.1 | Simple library for merging two strings with respect to a base one
+[tifffile](https://pypi.org/project/tifffile) | 2026.4.11 | Read and write TIFF files
+[tiktoken](https://pypi.org/project/tiktoken) | 0.12.0 | tiktoken is a fast BPE tokeniser for use with OpenAI's models
+[tinycss2](https://pypi.org/project/tinycss2) | 1.5.1 | A tiny CSS parser
+[toml](https://pypi.org/project/toml) | 0.10.2 | Python Library for Tom's Obvious, Minimal Language
+[tomli-w](https://pypi.org/project/tomli-w) | 1.2.0 | A lil' TOML writer
+[tomlkit](https://pypi.org/project/tomlkit) | 0.15.1 | Style preserving TOML library
+[toolz](https://pypi.org/project/toolz) | 1.1.0 | List processing tools and functional utilities
+[tornado](https://pypi.org/project/tornado) | 6.5.10 | Tornado is a Python web framework and asynchronous networking library, originally developed at FriendFeed.
+[tqdm](https://pypi.org/project/tqdm) | 4.70.0 | Fast, Extensible Progress Meter
+[traitlets](https://pypi.org/project/traitlets) | 5.16.1 | Traitlets Python configuration system
+[traittypes](https://pypi.org/project/traittypes) | 0.2.3 | Scipy trait types
+[trio](https://pypi.org/project/trio) | 0.34.0 | A friendly Python library for async concurrency and I/O
+[trove-classifiers](https://pypi.org/project/trove-classifiers) | 2026.6.1.19 | Canonical source for classifiers on PyPI (pypi.org).
+[truststore](https://pypi.org/project/truststore) | 0.10.4 | Verify certificates using native system trust stores
+[twine](https://pypi.org/project/twine) | 7.0.0 | Collection of utilities for publishing packages on PyPI
+[typer](https://pypi.org/project/typer) | 0.25.1 | Typer, build great CLIs. Easy to code. Based on Python type hints.
+[types-requests](https://pypi.org/project/types-requests) | 2.33.0.20260712 | Typing stubs for requests
+[typing-extensions](https://pypi.org/project/typing-extensions) | 4.16.0 | Backported and Experimental Type Hints for Python 3.9+
+[typing-inspection](https://pypi.org/project/typing-inspection) | 0.4.4 | Runtime typing introspection tools
+[tzdata](https://pypi.org/project/tzdata) | 2026.3 | Provider of IANA time zone data
+[tzlocal](https://pypi.org/project/tzlocal) | 5.4.4 | tzinfo object for the local timezone
+[uc-micro-py](https://pypi.org/project/uc-micro-py) | 2.0.0 | Micro subset of unicode data files for linkify-it-py projects.
+[ujson](https://pypi.org/project/ujson) | 5.13.0 | Ultra fast JSON encoder and decoder for Python
+[umap-learn](https://pypi.org/project/umap-learn) | 0.5.12 | Uniform Manifold Approximation and Projection
+[uncertainties](https://pypi.org/project/uncertainties) | 3.2.3 | calculations with values with uncertainties, error propagation
+[uri-template](https://pypi.org/project/uri-template) | 1.3.0 | RFC 6570 URI Template Processor
+[urllib3](https://pypi.org/project/urllib3) | 2.7.0 | HTTP library with thread-safe connection pooling, file post, and more.
+[uuid-utils](https://pypi.org/project/uuid-utils) | 0.17.0 | Fast, drop-in replacement for Python's uuid module, powered by Rust.
+[uvicorn](https://pypi.org/project/uvicorn) | 0.51.0 | The lightning-fast ASGI server.
+[vega-datasets](https://pypi.org/project/vega-datasets) | 0.9.0 | A Python package for offline access to Vega datasets
+[waitress](https://pypi.org/project/waitress) | 3.0.2 | Waitress WSGI server
+[watchdog](https://pypi.org/project/watchdog) | 6.0.0 | Filesystem events monitoring
+[wcwidth](https://pypi.org/project/wcwidth) | 0.7.0 | Measures the displayed width of unicode strings in a terminal
+[webcolors](https://pypi.org/project/webcolors) | 25.10.0 | A library for working with the color formats defined by HTML and CSS.
+[webencodings](https://pypi.org/project/webencodings) | 0.5.1 | Character encoding aliases for legacy web content
+[websocket-client](https://pypi.org/project/websocket-client) | 1.9.0 | WebSocket client for Python with low level API options
+[websockets](https://pypi.org/project/websockets) | 16.1.1 | An implementation of the WebSocket Protocol (RFC 6455 & 7692)
+[werkzeug](https://pypi.org/project/werkzeug) | 3.1.8 | The comprehensive WSGI web application library.
+[whatthepatch](https://pypi.org/project/whatthepatch) | 1.0.7 | A patch parsing and application library.
+[wheel](https://pypi.org/project/wheel) | 0.47.0 | Command line tool for manipulating wheel files
+[widgetsnbextension](https://pypi.org/project/widgetsnbextension) | 4.0.15 | Jupyter interactive widgets for Jupyter Notebook
+[wordcloud](https://pypi.org/project/wordcloud) | 1.9.6 | A little word cloud generator
+[wppm](https://pypi.org/project/wppm) | 17.13.20260913 | pip companion: extras-aware dependency trees, offline wheelhouses, portable Pythons
+[wsproto](https://pypi.org/project/wsproto) | 1.3.2 | Pure-Python WebSocket protocol implementation
+[xarray](https://pypi.org/project/xarray) | 2026.7.0 | N-D labeled arrays and datasets in Python
+[xlsxwriter](https://pypi.org/project/xlsxwriter) | 3.2.9 | A Python module for creating Excel XLSX files.
+[xxhash](https://pypi.org/project/xxhash) | 3.7.0 | Python binding for xxHash
+[xyzservices](https://pypi.org/project/xyzservices) | 2026.3.0 | Source of XYZ tiles providers
+[yapf](https://pypi.org/project/yapf) | 0.43.0 | A formatter for Python code
+[yarl](https://pypi.org/project/yarl) | 1.24.5 | Yet another URL library
+[yt-dlp](https://pypi.org/project/yt-dlp) | 2026.7.4 | A feature-rich command-line audio/video downloader
+[zipp](https://pypi.org/project/zipp) | 4.1.0 | Backport of pathlib-compatible object wrapper for zip files
+
+
+### WheelHouse packages
+
+Name | Version | Description
+-----|---------|------------
+
+
+
diff --git a/changelogs/WinPythonslimf-64bit-3.14.8.0b3.md b/changelogs/WinPythonslimf-64bit-3.14.8.0b3.md
new file mode 100644
index 00000000..2e2ea30e
--- /dev/null
+++ b/changelogs/WinPythonslimf-64bit-3.14.8.0b3.md
@@ -0,0 +1,499 @@
+## WinPython 3.14.8.0slimf
+
+The following packages are included in WinPython-64bit v3.14.8.0slimf b3.
+
+
+### Tools
+
+Name | Version | Description
+-----|---------|------------
+[Pandoc](https://pandoc.org) | 3.1.9 | an universal document converter
+[Python](http://www.python.org/) | 3.14.8 | Python programming language with standard library
+
+
+### Python packages
+
+Name | Version | Description
+-----|---------|------------
+[absl-py](https://pypi.org/project/absl-py) | 2.5.0 | Abseil Python Common Libraries, see https://github.com/abseil/abseil-py.
+[adbc-driver-manager](https://pypi.org/project/adbc-driver-manager) | 1.12.0 | A generic entrypoint for ADBC drivers.
+[aiofiles](https://pypi.org/project/aiofiles) | 25.1.0 | File support for asyncio.
+[aiohappyeyeballs](https://pypi.org/project/aiohappyeyeballs) | 2.7.1 | Happy Eyeballs for asyncio
+[aiohttp](https://pypi.org/project/aiohttp) | 3.14.3 | Async http client/server framework (asyncio)
+[aiosignal](https://pypi.org/project/aiosignal) | 1.4.0 | aiosignal: a list of registered asynchronous callbacks
+[aiosqlite](https://pypi.org/project/aiosqlite) | 0.22.1 | asyncio bridge to the standard sqlite3 module
+[alabaster](https://pypi.org/project/alabaster) | 1.0.0 | A light, configurable Sphinx theme
+[alembic](https://pypi.org/project/alembic) | 1.18.5 | A database migration tool for SQLAlchemy.
+[altair](https://pypi.org/project/altair) | 6.2.2 | Vega-Altair: A declarative statistical visualization library for Python.
+[annotated-doc](https://pypi.org/project/annotated-doc) | 0.0.5 | Document parameters, class attributes, return types, and variables inline, with Annotated.
+[annotated-types](https://pypi.org/project/annotated-types) | 0.8.0 | Reusable constraint types to use with typing.Annotated
+[anthropic](https://pypi.org/project/anthropic) | 1.11.0 | The official Python library for the anthropic API
+[anyio](https://pypi.org/project/anyio) | 4.14.2 | High-level concurrency and networking framework on top of asyncio or Trio
+[anywidget](https://pypi.org/project/anywidget) | 0.11.0 | custom jupyter widgets made easy
+[appdirs](https://pypi.org/project/appdirs) | 1.4.4 | A small Python module for determining appropriate platform-specific dirs, e.g. a "user data dir".
+[argcomplete](https://pypi.org/project/argcomplete) | 3.7.2 | Bash tab completion for argparse
+[argon2-cffi](https://pypi.org/project/argon2-cffi) | 25.1.0 | Argon2 for Python
+[argon2-cffi-bindings](https://pypi.org/project/argon2-cffi-bindings) | 25.1.0 | Low-level CFFI bindings for Argon2
+[array-api-compat](https://pypi.org/project/array-api-compat) | 1.15.0 | A wrapper around NumPy and other array libraries to make them compatible with the Array API standard
+[arrow](https://pypi.org/project/arrow) | 1.4.0 | Better dates & times for Python
+[asgi-csrf](https://pypi.org/project/asgi-csrf) | 0.11 | ASGI middleware for protecting against CSRF attacks
+[asgiref](https://pypi.org/project/asgiref) | 3.12.1 | ASGI specs, helper code, and adapters
+[asn1crypto](https://pypi.org/project/asn1crypto) | 1.5.1 | Fast ASN.1 parser and serializer with definitions for private keys, public keys, certificates, CRL, OCSP, CMS, PKCS#3, PKCS#7, PKCS#8, PKCS#12,
+[ast-serialize](https://pypi.org/project/ast-serialize) | 0.8.0 | Python bindings for mypy AST serialization
+[asteval](https://pypi.org/project/asteval) | 1.0.9 | Safe, minimalistic evaluator of python expression using ast module
+[astroid](https://pypi.org/project/astroid) | 4.0.4 | An abstract syntax tree for Python with inference support.
+[asttokens](https://pypi.org/project/asttokens) | 3.0.2 | Annotate AST trees with source code positions
+[async-lru](https://pypi.org/project/async-lru) | 2.3.0 | Simple LRU cache for asyncio
+[asyncssh](https://pypi.org/project/asyncssh) | 2.24.0 | AsyncSSH: Asynchronous SSHv2 client and server library
+[attrs](https://pypi.org/project/attrs) | 26.1.0 | Classes Without Boilerplate
+[autopep8](https://pypi.org/project/autopep8) | 2.0.4 | A tool that automatically formats Python code to conform to the PEP 8 style guide
+[azure-core](https://pypi.org/project/azure-core) | 1.41.0 | Microsoft Azure Core Library for Python
+[azure-cosmos](https://pypi.org/project/azure-cosmos) | 4.16.1 | Microsoft Azure Cosmos Client Library for Python
+[azure-identity](https://pypi.org/project/azure-identity) | 1.25.3 | Microsoft Azure Identity Library for Python
+[babel](https://pypi.org/project/babel) | 2.18.0 | Internationalization utilities
+[baresql](https://pypi.org/project/baresql) | 1.0.0 | playing SQL directly on Python datas
+[bcrypt](https://pypi.org/project/bcrypt) | 5.0.0 | Modern password hashing for your software and your servers
+[beautifulsoup4](https://pypi.org/project/beautifulsoup4) | 4.15.0 | Screen-scraping library
+[binaryornot](https://pypi.org/project/binaryornot) | 0.6.0 | Ultra-lightweight pure Python package to check if a file is binary or text.
+[black](https://pypi.org/project/black) | 26.5.1 | The uncompromising code formatter.
+[bleach](https://pypi.org/project/bleach) | 6.4.0 | An easy safelist-based HTML-sanitizing tool.
+[blinker](https://pypi.org/project/blinker) | 1.9.0 | Fast, simple object-to-object and broadcast signaling
+[bokeh](https://pypi.org/project/bokeh) | 3.9.1 | Interactive plots and applications in the browser from Python
+[branca](https://pypi.org/project/branca) | 0.8.2 | Generate complex HTML+JS pages with Python
+[build](https://pypi.org/project/build) | 1.5.0 | A simple, correct Python build frontend
+[cachetools](https://pypi.org/project/cachetools) | 7.1.4 | Extensible memoizing collections and decorators
+[cattrs](https://pypi.org/project/cattrs) | 26.1.0 | Composable complex class support for attrs and dataclasses.
+[certifi](https://pypi.org/project/certifi) | 2026.1.4 | Python package for providing Mozilla's CA Bundle.
+[cffi](https://pypi.org/project/cffi) | 2.1.1 | Foreign Function Interface for Python calling C code.
+[charset-normalizer](https://pypi.org/project/charset-normalizer) | 3.4.7 | The Real First Universal Charset Detector. Open, modern and actively maintained alternative to Chardet.
+[click](https://pypi.org/project/click) | 8.4.2 | Composable command line interface toolkit
+[click-default-group](https://pypi.org/project/click-default-group) | 1.2.4 | click_default_group
+[cloudpickle](https://pypi.org/project/cloudpickle) | 3.1.2 | Pickler class to extend the standard pickle.Pickler functionality
+[colorama](https://pypi.org/project/colorama) | 0.4.6 | Cross-platform colored terminal text.
+[colorcet](https://pypi.org/project/colorcet) | 3.2.1 | Collection of perceptually uniform colormaps
+[colorlog](https://pypi.org/project/colorlog) | 6.12.0 | Add colours to the output of Python's logging module.
+[comm](https://pypi.org/project/comm) | 0.2.3 | Jupyter Python Comm implementation, for usage in ipykernel, xeus-python etc.
+[contourpy](https://pypi.org/project/contourpy) | 1.3.3 | Python library for calculating contours of 2D quadrilateral grids
+[cookiecutter](https://pypi.org/project/cookiecutter) | 2.7.1 | A command-line utility that creates projects from project templates, e.g.
+[cryptography](https://pypi.org/project/cryptography) | 50.0.0 | cryptography is a package which provides cryptographic recipes and primitives to Python developers.
+[cycler](https://pypi.org/project/cycler) | 0.12.1 | Composable style cycles
+[cython](https://pypi.org/project/cython) | 3.2.9 | The Cython compiler for writing C extensions in the Python language.
+[cytoolz](https://pypi.org/project/cytoolz) | 1.1.0 | Cython implementation of Toolz: High performance functional utilities
+[dask](https://pypi.org/project/dask) | 2026.7.1 | Parallel PyData with Task Scheduling
+[datasette](https://pypi.org/project/datasette) | 0.65.5 | An open source multi-tool for exploring and publishing data
+[datasette-graphql](https://pypi.org/project/datasette-graphql) | 2.2 | Datasette plugin providing an automatic GraphQL API for your SQLite databases
+[datashader](https://pypi.org/project/datashader) | 0.19.1 | Data visualization toolchain based on aggregating into a grid
+[debugpy](https://pypi.org/project/debugpy) | 1.8.21 | An implementation of the Debug Adapter Protocol for Python
+[decorator](https://pypi.org/project/decorator) | 5.3.1 | Decorators for Humans
+[defusedxml](https://pypi.org/project/defusedxml) | 0.7.1 | XML bomb protection for Python stdlib modules
+[diff-match-patch](https://pypi.org/project/diff-match-patch) | 20241021 | Repackaging of Google's Diff Match and Patch libraries.
+[dill](https://pypi.org/project/dill) | 0.4.1 | serialize all of Python
+[distro](https://pypi.org/project/distro) | 1.9.0 | Distro - an OS platform information API
+[docstring-parser](https://pypi.org/project/docstring-parser) | 0.18.0 | Parse Python docstrings in reST, Google and Numpydoc format
+[docstring-to-markdown](https://pypi.org/project/docstring-to-markdown) | 0.17 | On the fly conversion of Python docstrings to markdown
+[docutils](https://pypi.org/project/docutils) | 0.22.4 | Docutils -- Python Documentation Utilities
+[entrypoints](https://pypi.org/project/entrypoints) | 0.4 | Discover and load entry points from installed packages.
+[et-xmlfile](https://pypi.org/project/et-xmlfile) | 2.0.0 | An implementation of lxml.xmlfile for the standard library
+[eval-type-backport](https://pypi.org/project/eval-type-backport) | 0.3.1 | Like `typing._eval_type`, but lets older Python versions use newer typing features.
+[executing](https://pypi.org/project/executing) | 2.2.1 | Get the currently executing AST node of a frame, and other information
+[faker](https://pypi.org/project/faker) | 40.28.1 | Faker is a Python package that generates fake data for you.
+[fasta2a](https://pypi.org/project/fasta2a) | 0.6.1 | Convert an AI Agent into a A2A server! ✨
+[fastapi](https://pypi.org/project/fastapi) | 0.141.1 | FastAPI framework, high performance, easy to learn, fast to code, ready for production
+[fastjsonschema](https://pypi.org/project/fastjsonschema) | 2.22.2 | Fastest Python implementation of JSON schema
+[filelock](https://pypi.org/project/filelock) | 3.32.2 | A platform independent file lock.
+[flake8](https://pypi.org/project/flake8) | 7.1.1 | the modular source code checker: pep8 pyflakes and co
+[flask](https://pypi.org/project/flask) | 3.1.3 | A simple framework for building complex web applications.
+[flatbuffers](https://pypi.org/project/flatbuffers) | 25.12.19 | The FlatBuffers serialization format for Python
+[flexcache](https://pypi.org/project/flexcache) | 0.3 | Saves and loads to the cache a transformed versions of a source object.
+[flexparser](https://pypi.org/project/flexparser) | 0.4 | Parsing made fun ... using typing.
+[flit](https://pypi.org/project/flit) | 3.12.0 | A simple packaging tool for simple packages.
+[flit-core](https://pypi.org/project/flit-core) | 4.0.2 | Distribution-building parts of Flit. See flit package for more information
+[folium](https://pypi.org/project/folium) | 0.20.0 | Make beautiful maps with Leaflet.js & Python
+[fonttools](https://pypi.org/project/fonttools) | 4.63.0 | Tools to manipulate font files
+[foundry-local-sdk](https://pypi.org/project/foundry-local-sdk) | 0.5.1 | Foundry Local Manager Python SDK: Control-plane SDK for Foundry Local.
+[fqdn](https://pypi.org/project/fqdn) | 1.5.1 | Validates fully-qualified domain names against RFC 1123, so that they are acceptable to modern bowsers
+[frozenlist](https://pypi.org/project/frozenlist) | 1.8.0 | A list-like structure which implements collections.abc.MutableSequence
+[fsspec](https://pypi.org/project/fsspec) | 2026.7.0 | File-system specification
+[fuzzywuzzy](https://pypi.org/project/fuzzywuzzy) | 0.18.0 | Fuzzy string matching in python
+[genai-prices](https://pypi.org/project/genai-prices) | 0.0.60 | Calculate prices for calling LLM inference APIs.
+[geographiclib](https://pypi.org/project/geographiclib) | 2.1 | The geodesic routines from GeographicLib
+[geopy](https://pypi.org/project/geopy) | 2.5.0 | Python Geocoding Toolbox
+[gitdb](https://pypi.org/project/gitdb) | 4.0.12 | Git Object Database
+[gitpython](https://pypi.org/project/gitpython) | 3.1.62 | GitPython is a Python library used to interact with Git repositories
+[google-auth](https://pypi.org/project/google-auth) | 2.56.3 | Google Authentication Library
+[google-genai](https://pypi.org/project/google-genai) | 2.18.0 | GenAI Python SDK
+[graphene](https://pypi.org/project/graphene) | 3.4.3 | GraphQL Framework for Python
+[graphql-core](https://pypi.org/project/graphql-core) | 3.2.11 | GraphQL implementation for Python, a port of GraphQL.js, the JavaScript reference implementation for GraphQL.
+[graphql-relay](https://pypi.org/project/graphql-relay) | 3.2.0 | Relay library for graphql-core
+[greenlet](https://pypi.org/project/greenlet) | 3.5.5 | Lightweight in-process concurrent programming
+[griffelib](https://pypi.org/project/griffelib) | 2.1.0 | Signatures for entire Python programs.
+[groq](https://pypi.org/project/groq) | 1.6.0 | The official Python library for the groq API
+[h11](https://pypi.org/project/h11) | 0.16.0 | A pure-Python, bring-your-own-I/O implementation of HTTP/1.1
+[h2](https://pypi.org/project/h2) | 4.4.1 | Pure-Python HTTP/2 protocol implementation
+[h5py](https://pypi.org/project/h5py) | 3.16.0 | Read and write HDF5 files from Python
+[hatchling](https://pypi.org/project/hatchling) | 1.32.0 | Modern, extensible Python build backend
+[hf-xet](https://pypi.org/project/hf-xet) | 1.6.0 | Fast transfer of large files with the Hugging Face Hub.
+[holoviews](https://pypi.org/project/holoviews) | 1.23.1 | A high-level plotting API for the PyData ecosystem built on HoloViews.
+[hpack](https://pypi.org/project/hpack) | 4.2.0 | Pure-Python HPACK header encoding
+[html5lib](https://pypi.org/project/html5lib) | 1.1 | HTML parser based on the WHATWG HTML specification
+[httpcore](https://pypi.org/project/httpcore) | 1.0.9 | A minimal low-level HTTP client.
+[httpcore2](https://pypi.org/project/httpcore2) | 2.13.0 | A minimal low-level HTTP client.
+[httptools](https://pypi.org/project/httptools) | 0.8.0 | A collection of framework independent HTTP protocol utils.
+[httpx](https://pypi.org/project/httpx) | 0.28.1 | The next generation HTTP client.
+[httpx-sse](https://pypi.org/project/httpx-sse) | 0.4.3 | Consume Server-Sent Event (SSE) messages with HTTPX.
+[httpx2](https://pypi.org/project/httpx2) | 2.13.0 | The next generation HTTP client.
+[huggingface-hub](https://pypi.org/project/huggingface-hub) | 1.27.0 | Client library to download and publish models, datasets and other repos on the huggingface.co hub
+[hupper](https://pypi.org/project/hupper) | 1.12.1 | Integrated process monitor for developing and reloading daemons.
+[hvplot](https://pypi.org/project/hvplot) | 0.12.2 | A high-level plotting API for the PyData ecosystem built on HoloViews.
+[hypercorn](https://pypi.org/project/hypercorn) | 0.18.0 | A ASGI Server based on Hyper libraries and inspired by Gunicorn
+[hyperframe](https://pypi.org/project/hyperframe) | 6.1.0 | Pure-Python HTTP/2 framing
+[hypothesis](https://pypi.org/project/hypothesis) | 6.155.2 | The property-based testing library for Python
+[id](https://pypi.org/project/id) | 1.6.1 | A tool for generating OIDC identities
+[idna](https://pypi.org/project/idna) | 3.18 | Internationalized Domain Names in Applications (IDNA)
+[imageio](https://pypi.org/project/imageio) | 2.37.4 | Read and write images and video across all major formats. Supports scientific and volumetric data.
+[imagesize](https://pypi.org/project/imagesize) | 1.4.1 | Getting image size from png/jpeg/jpeg2000/gif file
+[imbalanced-learn](https://pypi.org/project/imbalanced-learn) | 0.14.2 | Toolbox for imbalanced dataset in machine learning
+[importlib-metadata](https://pypi.org/project/importlib-metadata) | 8.7.1 | Read metadata from Python packages
+[inflection](https://pypi.org/project/inflection) | 0.5.1 | A port of Ruby on Rails inflector to Python
+[iniconfig](https://pypi.org/project/iniconfig) | 2.3.0 | brain-dead simple config-ini parsing
+[intervaltree](https://pypi.org/project/intervaltree) | 3.2.1 | Editable interval tree data structure for Python 2 and 3
+[ipycanvas](https://pypi.org/project/ipycanvas) | 0.14.3 | Interactive widgets library exposing the browser's Canvas API
+[ipykernel](https://pypi.org/project/ipykernel) | 6.31.0 | IPython Kernel for Jupyter
+[ipyleaflet](https://pypi.org/project/ipyleaflet) | 0.20.0 | A Jupyter widget for dynamic Leaflet maps
+[ipympl](https://pypi.org/project/ipympl) | 0.10.0 | Matplotlib Jupyter Extension
+[ipython](https://pypi.org/project/ipython) | 9.15.0 | IPython: Productive Interactive Computing
+[ipython-genutils](https://pypi.org/project/ipython-genutils) | 0.2.0 | Vestigial utilities from IPython
+[ipython-pygments-lexers](https://pypi.org/project/ipython-pygments-lexers) | 1.1.1 | Defines a variety of Pygments lexers for highlighting IPython code.
+[ipython-sql](https://pypi.org/project/ipython-sql) | 0.5.0 | RDBMS access via IPython
+[ipywidgets](https://pypi.org/project/ipywidgets) | 8.1.8 | Jupyter interactive widgets
+[isoduration](https://pypi.org/project/isoduration) | 20.11.0 | Operations with ISO 8601 durations
+[isort](https://pypi.org/project/isort) | 8.0.1 | A Python utility / library to sort Python imports.
+[itsdangerous](https://pypi.org/project/itsdangerous) | 2.2.0 | Safely pass data to untrusted environments and back.
+[janus](https://pypi.org/project/janus) | 2.0.0 | Mixed sync-async queue to interoperate between asyncio tasks and classic threads
+[jaraco-classes](https://pypi.org/project/jaraco-classes) | 3.4.0 | Utility functions for Python class constructs
+[jaraco-context](https://pypi.org/project/jaraco-context) | 6.1.2 | Useful decorators and context managers
+[jaraco-functools](https://pypi.org/project/jaraco-functools) | 4.6.0 | Functools like those found in stdlib
+[jedi](https://pypi.org/project/jedi) | 0.20.0 | An autocompletion tool for Python that can be used for text editors.
+[jinja2](https://pypi.org/project/jinja2) | 3.1.6 | A very fast and expressive template engine.
+[jiter](https://pypi.org/project/jiter) | 0.14.0 | Fast iterable JSON parser.
+[joblib](https://pypi.org/project/joblib) | 1.5.3 | Lightweight pipelining with Python functions
+[json5](https://pypi.org/project/json5) | 0.15.0 | A Python implementation of the JSON5 data format.
+[jsonpatch](https://pypi.org/project/jsonpatch) | 1.33 | Apply JSON-Patches (RFC 6902)
+[jsonpath-python](https://pypi.org/project/jsonpath-python) | 1.0.6 | A more powerful JSONPath implementation in modern python
+[jsonpointer](https://pypi.org/project/jsonpointer) | 3.1.1 | Identify specific nodes in a JSON document (RFC 6901)
+[jsonschema](https://pypi.org/project/jsonschema) | 4.26.0 | An implementation of JSON Schema validation for Python
+[jsonschema-specifications](https://pypi.org/project/jsonschema-specifications) | 2025.9.1 | The JSON Schema meta-schemas and vocabularies, exposed as a Registry
+[julia](https://pypi.org/project/julia) | 0.6.2 | Julia/Python bridge with IPython support.
+[jupyter](https://pypi.org/project/jupyter) | 1.1.1 | Jupyter metapackage. Install all the Jupyter components in one go.
+[jupyter-bokeh](https://pypi.org/project/jupyter-bokeh) | 4.1.0 | A Jupyter extension for rendering Bokeh content.
+[jupyter-builder](https://pypi.org/project/jupyter-builder) | 1.2.2 | JupyterLab build tools
+[jupyter-client](https://pypi.org/project/jupyter-client) | 8.8.0 | Jupyter protocol implementation and client libraries
+[jupyter-console](https://pypi.org/project/jupyter-console) | 6.6.3 | Jupyter terminal console
+[jupyter-core](https://pypi.org/project/jupyter-core) | 5.9.1 | Jupyter core package. A base package on which Jupyter projects rely.
+[jupyter-events](https://pypi.org/project/jupyter-events) | 0.12.1 | Jupyter Event System library
+[jupyter-leaflet](https://pypi.org/project/jupyter-leaflet) | 0.20.0 | ipyleaflet extensions for JupyterLab and Jupyter Notebook
+[jupyter-lsp](https://pypi.org/project/jupyter-lsp) | 2.3.1 | Multi-Language Server WebSocket proxy for Jupyter Notebook/Lab server
+[jupyter-server](https://pypi.org/project/jupyter-server) | 2.21.1 | The backend—i.e. core services, APIs, and REST endpoints—to Jupyter web applications.
+[jupyter-server-terminals](https://pypi.org/project/jupyter-server-terminals) | 0.5.4 | A Jupyter Server Extension Providing Terminals.
+[jupyterlab](https://pypi.org/project/jupyterlab) | 4.6.4 | JupyterLab computational environment
+[jupyterlab-pygments](https://pypi.org/project/jupyterlab-pygments) | 0.3.0 | Pygments theme using JupyterLab CSS variables
+[jupyterlab-server](https://pypi.org/project/jupyterlab-server) | 2.28.0 | A set of server components for JupyterLab and JupyterLab like applications.
+[jupyterlab-widgets](https://pypi.org/project/jupyterlab-widgets) | 3.0.17 | Jupyter interactive widgets for JupyterLab
+[keras](https://pypi.org/project/keras) | 3.15.1 | Multi-backend Keras
+[keyring](https://pypi.org/project/keyring) | 25.7.0 | Store and access your passwords safely.
+[kiwisolver](https://pypi.org/project/kiwisolver) | 1.5.0 | A fast implementation of the Cassowary constraint solver
+[lark](https://pypi.org/project/lark) | 1.3.1 | a modern parsing library
+[lazy-loader](https://pypi.org/project/lazy-loader) | 0.5 | Makes it easy to load subpackages and functions on demand.
+[librt](https://pypi.org/project/librt) | 0.15.0 | Mypyc runtime library
+[linkify-it-py](https://pypi.org/project/linkify-it-py) | 2.0.3 | Links recognition library with FULL unicode support.
+[llvmlite](https://pypi.org/project/llvmlite) | 0.49.0 | lightweight wrapper around basic LLVM functionality
+[lmfit](https://pypi.org/project/lmfit) | 1.3.4 | Least-Squares Minimization with Bounds and Constraints
+[locket](https://pypi.org/project/locket) | 1.0.0 | File-based locks for Python on Linux and Windows
+[logfire-api](https://pypi.org/project/logfire-api) | 4.33.0 | Shim for the Logfire SDK which does nothing unless Logfire is installed
+[lsprotocol](https://pypi.org/project/lsprotocol) | 2025.0.0 | Python types for Language Server Protocol.
+[lxml](https://pypi.org/project/lxml) | 6.1.0 | Powerful and Pythonic XML processing library combining libxml2/libxslt with the ElementTree API.
+[mako](https://pypi.org/project/mako) | 1.3.12 | A super-fast templating language that borrows the best ideas from the existing templating languages.
+[markdown](https://pypi.org/project/markdown) | 3.10.2 | Python implementation of John Gruber's Markdown.
+[markdown-it-py](https://pypi.org/project/markdown-it-py) | 4.2.0 | Python port of markdown-it. Markdown parsing, done right!
+[markdownify](https://pypi.org/project/markdownify) | 1.2.3 | Convert HTML to markdown.
+[markupsafe](https://pypi.org/project/markupsafe) | 3.0.3 | Safely add untrusted strings to HTML/XML markup.
+[matplotlib](https://pypi.org/project/matplotlib) | 3.11.1 | Python plotting package
+[matplotlib-inline](https://pypi.org/project/matplotlib-inline) | 0.2.2 | Inline Matplotlib backend for Jupyter
+[maturin](https://pypi.org/project/maturin) | 1.14.1 | Build and publish crates with pyo3, cffi and uniffi bindings as well as rust binaries as python packages
+[mccabe](https://pypi.org/project/mccabe) | 0.7.0 | McCabe checker, plugin for flake8
+[mdit-py-plugins](https://pypi.org/project/mdit-py-plugins) | 0.6.1 | Collection of plugins for markdown-it-py
+[mdurl](https://pypi.org/project/mdurl) | 0.1.2 | Markdown URL utilities
+[mercantile](https://pypi.org/project/mercantile) | 1.2.1 | Web mercator XYZ tile utilities
+[mergedeep](https://pypi.org/project/mergedeep) | 1.3.4 | A deep merge function for 🐍.
+[missingno](https://pypi.org/project/missingno) | 0.5.2 | Missing data visualization module for Python.
+[mistralai](https://pypi.org/project/mistralai) | 2.8.0 | Python Client SDK for the Mistral AI API.
+[mistune](https://pypi.org/project/mistune) | 3.3.4 | A sane and fast Markdown parser with useful plugins and renderers
+[mizani](https://pypi.org/project/mizani) | 0.14.4 | Scales for Python
+[ml-dtypes](https://pypi.org/project/ml-dtypes) | 0.5.4 | ml_dtypes is a stand-alone implementation of several NumPy dtype extensions used in machine learning.
+[mlxtend](https://pypi.org/project/mlxtend) | 0.25.0 | Machine Learning Library Extensions
+[more-itertools](https://pypi.org/project/more-itertools) | 11.1.0 | More routines for operating on iterables, beyond itertools
+[mpld3](https://pypi.org/project/mpld3) | 0.5.12 | D3 Viewer for Matplotlib
+[mpmath](https://pypi.org/project/mpmath) | 1.3.0 | Python library for arbitrary-precision floating-point arithmetic
+[msal](https://pypi.org/project/msal) | 1.37.0 | The Microsoft Authentication Library (MSAL) for Python library enables your app to access the Microsoft Cloud by supporting authentication of us
+[msal-extensions](https://pypi.org/project/msal-extensions) | 1.3.1 | Microsoft Authentication Library extensions (MSAL EX) provides a persistence API that can save your data on disk, encrypted on Windows, macOS an
+[multidict](https://pypi.org/project/multidict) | 6.7.1 | multidict implementation
+[multipledispatch](https://pypi.org/project/multipledispatch) | 1.0.0 | Multiple dispatch
+[mypy](https://pypi.org/project/mypy) | 2.3.0 | Optional static typing for Python
+[mypy-extensions](https://pypi.org/project/mypy-extensions) | 1.1.0 | Type system extensions for programs checked with the mypy type checker.
+[mysql-connector-python](https://pypi.org/project/mysql-connector-python) | 26.7.0 | A self-contained Python driver for communicating with MySQL servers, using an API that is compliant with the Python Database API Specification v
+[namex](https://pypi.org/project/namex) | 0.1.0 | A simple utility to separate the implementation of your Python package and its public API surface.
+[narwhals](https://pypi.org/project/narwhals) | 2.24.0 | Extremely lightweight compatibility layer between dataframe libraries
+[nbclient](https://pypi.org/project/nbclient) | 0.11.0 | A client library for executing notebooks. Formerly nbconvert's ExecutePreprocessor.
+[nbconvert](https://pypi.org/project/nbconvert) | 7.17.1 | Convert Jupyter Notebooks (.ipynb files) to other formats.
+[nbformat](https://pypi.org/project/nbformat) | 5.10.4 | The Jupyter Notebook format
+[nest-asyncio](https://pypi.org/project/nest-asyncio) | 1.6.0 | Patch asyncio to allow nested event loops
+[networkx](https://pypi.org/project/networkx) | 3.6.1 | Python package for creating and manipulating graphs and networks
+[nh3](https://pypi.org/project/nh3) | 0.3.3 | Python binding to Ammonia HTML sanitizer Rust crate
+[nltk](https://pypi.org/project/nltk) | 3.10.3 | Natural Language Toolkit
+[notebook](https://pypi.org/project/notebook) | 7.6.3 | Jupyter Notebook - A web-based notebook environment for interactive computing
+[notebook-shim](https://pypi.org/project/notebook-shim) | 0.2.4 | A shim layer for notebook traits and config
+[numba](https://pypi.org/project/numba) | 0.67.0 | compiling Python code using LLVM
+[numpy](https://pypi.org/project/numpy) | 2.5.2 | Fundamental package for array computing in Python
+[numpydoc](https://pypi.org/project/numpydoc) | 1.10.0 | Sphinx extension to support docstrings in Numpy format
+[openai](https://pypi.org/project/openai) | 3.1.0 | The official Python library for the openai API
+[openpyxl](https://pypi.org/project/openpyxl) | 3.1.5 | A Python library to read/write Excel 2010 xlsx/xlsm files
+[opentelemetry-api](https://pypi.org/project/opentelemetry-api) | 1.39.1 | OpenTelemetry Python API
+[opentelemetry-semantic-conventions](https://pypi.org/project/opentelemetry-semantic-conventions) | 0.60b1 | OpenTelemetry Semantic Conventions
+[optree](https://pypi.org/project/optree) | 0.19.0 | Optimized PyTree Utilities.
+[optuna](https://pypi.org/project/optuna) | 4.9.0 | A hyperparameter optimization framework
+[ormsgpack](https://pypi.org/project/ormsgpack) | 1.12.2 | Fast, correct Python msgpack library supporting dataclasses, datetimes, and numpy
+[osqp](https://pypi.org/project/osqp) | 1.1.3 | OSQP: The Operator Splitting QP Solver
+[outcome](https://pypi.org/project/outcome) | 1.3.0.post0 | Capture the outcome of Python function calls.
+[packaging](https://pypi.org/project/packaging) | 26.2 | Core utilities for Python packages
+[pandas](https://pypi.org/project/pandas) | 3.0.5 | Powerful data structures for data analysis, time series, and statistics
+[pandocfilters](https://pypi.org/project/pandocfilters) | 1.5.1 | Utilities for writing pandoc filters in python
+[panel](https://pypi.org/project/panel) | 1.9.4 | The powerful data exploration & web app framework for Python.
+[panel-material-ui](https://pypi.org/project/panel-material-ui) | 0.14.2 | An extension to bring MaterialUI components to Panel.
+[papermill](https://pypi.org/project/papermill) | 2.7.0 | Parameterize and run Jupyter and nteract Notebooks
+[param](https://pypi.org/project/param) | 2.4.1 | Declarative parameters for robust Python classes and a rich API for reactive programming
+[parso](https://pypi.org/project/parso) | 0.8.7 | A Python Parser
+[partd](https://pypi.org/project/partd) | 1.4.2 | Appendable key-value storage
+[pathspec](https://pypi.org/project/pathspec) | 1.1.1 | Utility library for gitignore style pattern matching of file paths.
+[patsy](https://pypi.org/project/patsy) | 1.0.2 | A Python package for describing statistical models and for building design matrices.
+[pep8](https://pypi.org/project/pep8) | 1.7.1 | Python style guide checker
+[pexpect](https://pypi.org/project/pexpect) | 4.9.0 | Pexpect allows easy control of interactive console applications.
+[pg8000](https://pypi.org/project/pg8000) | 1.31.5 | PostgreSQL interface library
+[pickleshare](https://pypi.org/project/pickleshare) | 0.7.5 | Tiny 'shelve'-like database with concurrency support
+[pillow](https://pypi.org/project/pillow) | 12.3.0 | Python Imaging Library (fork)
+[pip](https://pypi.org/project/pip) | 26.2.1 | The PyPA recommended tool for installing Python packages.
+[pipdeptree](https://pypi.org/project/pipdeptree) | 3.1.0 | Command line utility to show dependency tree of packages.
+[platformdirs](https://pypi.org/project/platformdirs) | 4.11.3 | A small Python package for determining appropriate platform-specific dirs, e.g. a `user data dir`.
+[plotly](https://pypi.org/project/plotly) | 6.9.0 | An open-source interactive data visualization library for Python
+[pluggy](https://pypi.org/project/pluggy) | 1.6.0 | plugin and hook calling mechanisms for python
+[prettytable](https://pypi.org/project/prettytable) | 3.18.0 | A simple Python library for easily displaying tabular data in a visually appealing ASCII table format
+[prince](https://pypi.org/project/prince) | 0.19.0 | Factor analysis in Python: PCA, CA, MCA, MFA, FAMD, GPA, PGA
+[priority](https://pypi.org/project/priority) | 2.0.0 | A pure-Python implementation of the HTTP/2 priority tree
+[prometheus-client](https://pypi.org/project/prometheus-client) | 0.26.0 | Python client for the Prometheus monitoring system.
+[prompt-toolkit](https://pypi.org/project/prompt-toolkit) | 3.0.53 | Library for building powerful interactive command lines in Python
+[propcache](https://pypi.org/project/propcache) | 0.5.2 | Accelerated property cache
+[protobuf](https://pypi.org/project/protobuf) | 7.35.1 | 
+[psutil](https://pypi.org/project/psutil) | 7.2.2 | Cross-platform lib for process and system monitoring.
+[psygnal](https://pypi.org/project/psygnal) | 0.16.1 | Fast python callback/event system modeled after Qt Signals
+[ptpython](https://pypi.org/project/ptpython) | 3.0.32 | Python REPL build on top of prompt_toolkit
+[ptyprocess](https://pypi.org/project/ptyprocess) | 0.7.0 | Run a subprocess in a pseudo terminal
+[pure-eval](https://pypi.org/project/pure-eval) | 0.2.3 | Safely evaluate AST nodes without side effects
+[pyarrow](https://pypi.org/project/pyarrow) | 25.0.1 | Python library for Apache Arrow
+[pyasn1](https://pypi.org/project/pyasn1) | 0.6.4 | Pure-Python implementation of ASN.1 types and DER/BER/CER codecs (X.208)
+[pyasn1-modules](https://pypi.org/project/pyasn1-modules) | 0.4.2 | A collection of ASN.1-based protocols modules
+[pybind11](https://pypi.org/project/pybind11) | 3.1.0 | Seamless operability between C++11 and Python
+[pycodestyle](https://pypi.org/project/pycodestyle) | 2.12.1 | Python style guide checker
+[pycparser](https://pypi.org/project/pycparser) | 3.0 | C parser in Python
+[pyct](https://pypi.org/project/pyct) | 0.6.0 | Python package common tasks for users (e.g. copy examples, fetch data, ...)
+[pydantic](https://pypi.org/project/pydantic) | 2.13.4 | Data validation using Python type hints
+[pydantic-ai-slim](https://pypi.org/project/pydantic-ai-slim) | 1.106.0 | Agent Framework / shim to use Pydantic with LLMs, slim package
+[pydantic-core](https://pypi.org/project/pydantic-core) | 2.46.4 | Core functionality for Pydantic validation and serialization
+[pydantic-evals](https://pypi.org/project/pydantic-evals) | 1.106.0 | Framework for evaluating stochastic code execution, especially code making use of LLMs
+[pydantic-graph](https://pypi.org/project/pydantic-graph) | 1.106.0 | Graph and state machine library
+[pydantic-settings](https://pypi.org/project/pydantic-settings) | 2.15.0 | Settings management using Pydantic
+[pydeck](https://pypi.org/project/pydeck) | 0.9.3 | Widget for deck.gl maps
+[pydocstyle](https://pypi.org/project/pydocstyle) | 6.3.0 | Python docstring style checker
+[pydot](https://pypi.org/project/pydot) | 4.0.1 | Python interface to Graphviz's Dot
+[pyflakes](https://pypi.org/project/pyflakes) | 3.2.0 | passive checker of Python programs
+[pygithub](https://pypi.org/project/pygithub) | 2.8.1 | Use the full Github API v3
+[pygments](https://pypi.org/project/pygments) | 2.20.0 | Pygments is a syntax highlighting package written in Python.
+[pyjwt](https://pypi.org/project/pyjwt) | 2.15.1 | JSON Web Token implementation in Python
+[pylint](https://pypi.org/project/pylint) | 4.0.6 | python code static checker
+[pylint-venv](https://pypi.org/project/pylint-venv) | 3.0.4 | pylint-venv provides a Pylint init-hook to use the same Pylint installation with different virtual environments.
+[pyls-spyder](https://pypi.org/project/pyls-spyder) | 0.4.0 | Spyder extensions for the python-lsp-server
+[pympler](https://pypi.org/project/pympler) | 1.0.1 | A development tool to measure, monitor and analyze the memory behavior of Python objects.
+[pynacl](https://pypi.org/project/pynacl) | 1.6.2 | Python binding to the Networking and Cryptography (NaCl) library
+[pynndescent](https://pypi.org/project/pynndescent) | 0.6.0 | Nearest Neighbor Descent
+[pyodbc](https://pypi.org/project/pyodbc) | 5.3.0 | DB API module for ODBC
+[pyomo](https://pypi.org/project/pyomo) | 6.10.1 | The Pyomo optimization modeling framework
+[pypandoc](https://pypi.org/project/pypandoc) | 1.15 | Thin wrapper for pandoc.
+[pyparsing](https://pypi.org/project/pyparsing) | 3.3.2 | pyparsing - Classes and methods to define and execute parsing grammars
+[pypdf](https://pypi.org/project/pypdf) | 6.19.0 | A pure-python PDF library capable of splitting, merging, cropping, and transforming PDF files
+[pyperclip](https://pypi.org/project/pyperclip) | 1.11.0 | A cross-platform clipboard module for Python. (Only handles plain text for now.)
+[pyproject-hooks](https://pypi.org/project/pyproject-hooks) | 1.2.0 | Wrappers to call pyproject.toml-based build backend hooks.
+[pyserial](https://pypi.org/project/pyserial) | 3.5 | Python Serial Port Extension
+[pysocks](https://pypi.org/project/pysocks) | 1.7.1 | A Python SOCKS client module. See https://github.com/Anorov/PySocks for more information.
+[pyspnego](https://pypi.org/project/pyspnego) | 0.12.0 | Windows Negotiate Authentication Client and Server
+[pytest](https://pypi.org/project/pytest) | 9.0.3 | pytest: simple powerful testing with Python
+[python-barcode](https://pypi.org/project/python-barcode) | 0.16.1 | Create standard barcodes with Python. No external modules needed. (optional Pillow support included).
+[python-dateutil](https://pypi.org/project/python-dateutil) | 2.9.0.post0 | Extensions to the standard Python datetime module
+[python-dotenv](https://pypi.org/project/python-dotenv) | 1.2.2 | Read key-value pairs from a .env file and set them as environment variables
+[python-json-logger](https://pypi.org/project/python-json-logger) | 4.2.0 | JSON Log Formatter for the Python Logging Package
+[python-lsp-black](https://pypi.org/project/python-lsp-black) | 2.0.0 | Black plugin for the Python LSP Server
+[python-lsp-jsonrpc](https://pypi.org/project/python-lsp-jsonrpc) | 1.1.2 | JSON RPC 2.0 server library
+[python-lsp-ruff](https://pypi.org/project/python-lsp-ruff) | 2.3.0 | Ruff linting plugin for pylsp
+[python-lsp-server](https://pypi.org/project/python-lsp-server) | 1.15.0 | Python Language Server for the Language Server Protocol
+[python-multipart](https://pypi.org/project/python-multipart) | 0.0.32 | A streaming multipart parser for Python
+[python-slugify](https://pypi.org/project/python-slugify) | 8.0.4 | A Python slugify application that also handles Unicode
+[pytokens](https://pypi.org/project/pytokens) | 0.4.1 | A Fast, spec compliant Python 3.14+ tokenizer that runs on older Pythons.
+[pytoolconfig](https://pypi.org/project/pytoolconfig) | 1.3.1 | Python tool configuration
+[pyuca](https://pypi.org/project/pyuca) | 1.2 | a Python implementation of the Unicode Collation Algorithm
+[pyusb](https://pypi.org/project/pyusb) | 1.3.1 | Easy USB access for Python
+[pyvisa](https://pypi.org/project/pyvisa) | 1.16.2 | Python VISA bindings for GPIB, RS232, TCPIP and USB instruments
+[pyviz-comms](https://pypi.org/project/pyviz-comms) | 3.0.6 | A JupyterLab extension for rendering HoloViz content.
+[pywavelets](https://pypi.org/project/pywavelets) | 1.9.0 | PyWavelets, wavelet transform module
+[pywin32-ctypes](https://pypi.org/project/pywin32-ctypes) | 0.2.3 | A (partial) reimplementation of pywin32 using ctypes/cffi
+[pywinpty](https://pypi.org/project/pywinpty) | 3.0.5 | Pseudo terminal support for Windows from Python.
+[pyyaml](https://pypi.org/project/pyyaml) | 6.0.3 | YAML parser and emitter for Python
+[pyzmq](https://pypi.org/project/pyzmq) | 27.2.0 | Python bindings for 0MQ
+[qdarkstyle](https://pypi.org/project/qdarkstyle) | 3.2.3 | The most complete dark/light style sheet for C++/Python and Qt applications
+[qdldl](https://pypi.org/project/qdldl) | 0.1.9.post1 | QDLDL, a free LDL factorization routine.
+[qrcode](https://pypi.org/project/qrcode) | 8.2 | QR Code image generator
+[qstylizer](https://pypi.org/project/qstylizer) | 0.2.4 | Stylesheet Generator for PyQt{4-5}/PySide{1-2}
+[qtpy](https://pypi.org/project/qtpy) | 2.4.3 | Provides an abstraction layer on top of the various Qt bindings (PyQt5/6 and PySide2/6).
+[quantecon](https://pypi.org/project/quantecon) | 0.11.4 | Import the main names to top level.
+[quart](https://pypi.org/project/quart) | 0.20.0 | A Python ASGI web framework with the same API as Flask
+[rapidfuzz](https://pypi.org/project/rapidfuzz) | 3.14.5 | rapid fuzzy string matching
+[readme-renderer](https://pypi.org/project/readme-renderer) | 45.0 | readme_renderer is a library for rendering readme descriptions for Warehouse
+[redis](https://pypi.org/project/redis) | 8.1.0 | Python client for Redis database and key-value store
+[referencing](https://pypi.org/project/referencing) | 0.37.0 | JSON Referencing + Python
+[regex](https://pypi.org/project/regex) | 2026.7.19 | Alternative regular expression module, to replace re.
+[reportlab](https://pypi.org/project/reportlab) | 5.0.0 | The Reportlab Toolkit
+[requests](https://pypi.org/project/requests) | 2.34.2 | Python HTTP for Humans.
+[requests-ntlm](https://pypi.org/project/requests-ntlm) | 1.3.0 | This package allows for HTTP NTLM authentication using the requests library.
+[requests-toolbelt](https://pypi.org/project/requests-toolbelt) | 1.0.0 | A utility belt for advanced users of python-requests
+[rfc3339-validator](https://pypi.org/project/rfc3339-validator) | 0.1.4 | A pure python RFC3339 validator
+[rfc3986](https://pypi.org/project/rfc3986) | 2.0.0 | Validating URI References per RFC 3986
+[rfc3986-validator](https://pypi.org/project/rfc3986-validator) | 0.1.1 | Pure python rfc3986 validator
+[rfc3987-syntax](https://pypi.org/project/rfc3987-syntax) | 1.1.0 | Helper functions to syntactically validate strings according to RFC 3987.
+[rich](https://pypi.org/project/rich) | 15.0.0 | Render rich text, tables, progress bars, syntax highlighting, markdown and more to the terminal
+[roman-numerals](https://pypi.org/project/roman-numerals) | 4.1.0 | Manipulate well-formed Roman numerals
+[rope](https://pypi.org/project/rope) | 1.14.0 | a python refactoring library...
+[rpds-py](https://pypi.org/project/rpds-py) | 2026.6.3 | Python bindings to Rust's persistent data structures (rpds)
+[rtree](https://pypi.org/project/rtree) | 1.4.1 | R-Tree spatial index for Python GIS
+[ruff](https://pypi.org/project/ruff) | 0.16.1 | An extremely fast Python linter and code formatter, written in Rust.
+[rx](https://pypi.org/project/rx) | 3.2.0 | Reactive Extensions (Rx) for Python
+[scikit-image](https://pypi.org/project/scikit-image) | 0.26.0 | Image processing in Python
+[scikit-learn](https://pypi.org/project/scikit-learn) | 1.9.0 | A set of python modules for machine learning and data mining
+[scipy](https://pypi.org/project/scipy) | 1.18.1 | Fundamental algorithms for scientific computing in Python
+[scramp](https://pypi.org/project/scramp) | 1.4.17 | An implementation of the SCRAM protocol.
+[scs](https://pypi.org/project/scs) | 3.2.11 | Splitting conic solver
+[seaborn](https://pypi.org/project/seaborn) | 0.13.2 | Statistical data visualization
+[send2trash](https://pypi.org/project/send2trash) | 2.1.0 | Send file to trash natively under Mac OS X, Windows and Linux
+[setuptools](https://pypi.org/project/setuptools) | 83.0.0 | Most extensible Python build backend with support for C/C++ extension modules
+[shapely](https://pypi.org/project/shapely) | 2.1.2 | Manipulation and analysis of geometric objects
+[shellingham](https://pypi.org/project/shellingham) | 1.5.4 | Tool to Detect Surrounding Shell
+[simplejson](https://pypi.org/project/simplejson) | 4.1.2 | Simple, fast, extensible JSON encoder/decoder for Python
+[simpy](https://pypi.org/project/simpy) | 4.1.2 | Event discrete, process based simulation for Python.
+[six](https://pypi.org/project/six) | 1.17.0 | Python 2 and 3 compatibility utilities
+[sklearn-compat](https://pypi.org/project/sklearn-compat) | 0.1.6 | Ease support for compatible scikit-learn estimators across versions
+[skrub](https://pypi.org/project/skrub) | 0.10.0 | Machine learning with dataframes
+[smmap](https://pypi.org/project/smmap) | 5.0.3 | A pure Python implementation of a sliding window memory map manager
+[sniffio](https://pypi.org/project/sniffio) | 1.3.1 | Sniff out which async library your code is running under
+[snowballstemmer](https://pypi.org/project/snowballstemmer) | 3.1.1 | This package provides 36 stemmers for 34 languages generated from Snowball algorithms.
+[sortedcontainers](https://pypi.org/project/sortedcontainers) | 2.4.0 | Sorted Containers -- Sorted List, Sorted Dict, Sorted Set
+[sounddevice](https://pypi.org/project/sounddevice) | 0.5.5 | Play and Record Sound with Python
+[soundfile](https://pypi.org/project/soundfile) | 0.14.0 | An audio library based on libsndfile, CFFI and NumPy
+[soupsieve](https://pypi.org/project/soupsieve) | 2.9.2 | A modern CSS selector implementation for Beautiful Soup.
+[sphinx](https://pypi.org/project/sphinx) | 9.1.0 | Python documentation generator
+[sphinx-rtd-theme](https://pypi.org/project/sphinx-rtd-theme) | 3.1.0 | Read the Docs theme for Sphinx
+[sphinxcontrib-applehelp](https://pypi.org/project/sphinxcontrib-applehelp) | 2.0.0 | sphinxcontrib-applehelp is a Sphinx extension which outputs Apple help books
+[sphinxcontrib-devhelp](https://pypi.org/project/sphinxcontrib-devhelp) | 2.0.0 | sphinxcontrib-devhelp is a sphinx extension which outputs Devhelp documents
+[sphinxcontrib-htmlhelp](https://pypi.org/project/sphinxcontrib-htmlhelp) | 2.1.0 | sphinxcontrib-htmlhelp is a sphinx extension which renders HTML help files
+[sphinxcontrib-jquery](https://pypi.org/project/sphinxcontrib-jquery) | 4.1 | Extension to include jQuery on newer Sphinx releases
+[sphinxcontrib-jsmath](https://pypi.org/project/sphinxcontrib-jsmath) | 1.0.1 | A sphinx extension which renders display math in HTML via JavaScript
+[sphinxcontrib-qthelp](https://pypi.org/project/sphinxcontrib-qthelp) | 2.0.0 | sphinxcontrib-qthelp is a sphinx extension which outputs QtHelp documents
+[sphinxcontrib-serializinghtml](https://pypi.org/project/sphinxcontrib-serializinghtml) | 2.0.0 | sphinxcontrib-serializinghtml is a sphinx extension which outputs "serialized" HTML files (json and pickle)
+[spyder-kernels](https://pypi.org/project/spyder-kernels) | 3.1.6 | Jupyter kernels for Spyder's console
+[sqlalchemy](https://pypi.org/project/sqlalchemy) | 2.0.51 | Database Abstraction Library
+[sqlite-bro](https://pypi.org/project/sqlite-bro) | 1.3.2 | a graphic SQLite and DuckDB Client in 1 Python file
+[sqlite-fts4](https://pypi.org/project/sqlite-fts4) | 1.0.3 | Python functions for working with SQLite FTS4 search
+[sqlite-utils](https://pypi.org/project/sqlite-utils) | 4.2.1 | CLI tool and Python library for manipulating SQLite databases
+[sqlparse](https://pypi.org/project/sqlparse) | 0.6.0 | A non-validating SQL parser.
+[squarify](https://pypi.org/project/squarify) | 0.4.4 | Pure Python implementation of the squarify treemap layout algorithm
+[sse-starlette](https://pypi.org/project/sse-starlette) | 3.4.8 | SSE plugin for Starlette
+[sspilib](https://pypi.org/project/sspilib) | 0.5.0 | SSPI API bindings for Python
+[stack-data](https://pypi.org/project/stack-data) | 0.6.3 | Extract data from python stack frames and tracebacks for informative displays
+[starlette](https://pypi.org/project/starlette) | 1.6.0 | The little ASGI library that shines.
+[streamlit](https://pypi.org/project/streamlit) | 1.63.0 | A faster way to build and share data apps
+[streamlit-bokeh](https://pypi.org/project/streamlit-bokeh) | 3.9.1 | Streamlit component that allows you to render Bokeh charts
+[sympy](https://pypi.org/project/sympy) | 1.14.0 | Computer algebra system (CAS) in Python
+[tabulate](https://pypi.org/project/tabulate) | 0.10.0 | Pretty-print tabular data
+[tenacity](https://pypi.org/project/tenacity) | 9.1.4 | Retry code until it succeeds
+[termcolor](https://pypi.org/project/termcolor) | 3.3.0 | ANSI color formatting for output in terminal
+[terminado](https://pypi.org/project/terminado) | 0.18.1 | Tornado websocket backend for the Xterm.js Javascript terminal emulator library.
+[text-unidecode](https://pypi.org/project/text-unidecode) | 1.3 | The most basic Text::Unidecode port
+[textdistance](https://pypi.org/project/textdistance) | 4.6.3 | Compute distance between the two texts.
+[thefuzz](https://pypi.org/project/thefuzz) | 0.22.1 | Fuzzy string matching in python
+[threadpoolctl](https://pypi.org/project/threadpoolctl) | 3.6.0 | threadpoolctl
+[three-merge](https://pypi.org/project/three-merge) | 0.1.1 | Simple library for merging two strings with respect to a base one
+[tifffile](https://pypi.org/project/tifffile) | 2026.4.11 | Read and write TIFF files
+[tiktoken](https://pypi.org/project/tiktoken) | 0.12.0 | tiktoken is a fast BPE tokeniser for use with OpenAI's models
+[tinycss2](https://pypi.org/project/tinycss2) | 1.5.1 | A tiny CSS parser
+[toml](https://pypi.org/project/toml) | 0.10.2 | Python Library for Tom's Obvious, Minimal Language
+[tomli-w](https://pypi.org/project/tomli-w) | 1.2.0 | A lil' TOML writer
+[tomlkit](https://pypi.org/project/tomlkit) | 0.15.1 | Style preserving TOML library
+[toolz](https://pypi.org/project/toolz) | 1.1.0 | List processing tools and functional utilities
+[tornado](https://pypi.org/project/tornado) | 6.5.10 | Tornado is a Python web framework and asynchronous networking library, originally developed at FriendFeed.
+[tqdm](https://pypi.org/project/tqdm) | 4.70.0 | Fast, Extensible Progress Meter
+[traitlets](https://pypi.org/project/traitlets) | 5.16.1 | Traitlets Python configuration system
+[traittypes](https://pypi.org/project/traittypes) | 0.2.3 | Scipy trait types
+[trio](https://pypi.org/project/trio) | 0.34.0 | A friendly Python library for async concurrency and I/O
+[trove-classifiers](https://pypi.org/project/trove-classifiers) | 2026.6.1.19 | Canonical source for classifiers on PyPI (pypi.org).
+[truststore](https://pypi.org/project/truststore) | 0.10.4 | Verify certificates using native system trust stores
+[twine](https://pypi.org/project/twine) | 7.0.0 | Collection of utilities for publishing packages on PyPI
+[typer](https://pypi.org/project/typer) | 0.25.1 | Typer, build great CLIs. Easy to code. Based on Python type hints.
+[types-requests](https://pypi.org/project/types-requests) | 2.33.0.20260712 | Typing stubs for requests
+[typing-extensions](https://pypi.org/project/typing-extensions) | 4.16.0 | Backported and Experimental Type Hints for Python 3.9+
+[typing-inspection](https://pypi.org/project/typing-inspection) | 0.4.4 | Runtime typing introspection tools
+[tzdata](https://pypi.org/project/tzdata) | 2026.3 | Provider of IANA time zone data
+[tzlocal](https://pypi.org/project/tzlocal) | 5.4.4 | tzinfo object for the local timezone
+[uc-micro-py](https://pypi.org/project/uc-micro-py) | 2.0.0 | Micro subset of unicode data files for linkify-it-py projects.
+[ujson](https://pypi.org/project/ujson) | 5.13.0 | Ultra fast JSON encoder and decoder for Python
+[umap-learn](https://pypi.org/project/umap-learn) | 0.5.12 | Uniform Manifold Approximation and Projection
+[uncertainties](https://pypi.org/project/uncertainties) | 3.2.3 | calculations with values with uncertainties, error propagation
+[uri-template](https://pypi.org/project/uri-template) | 1.3.0 | RFC 6570 URI Template Processor
+[urllib3](https://pypi.org/project/urllib3) | 2.8.0 | HTTP library with thread-safe connection pooling, file post, and more.
+[uuid-utils](https://pypi.org/project/uuid-utils) | 0.17.0 | Fast, drop-in replacement for Python's uuid module, powered by Rust.
+[uvicorn](https://pypi.org/project/uvicorn) | 0.51.0 | The lightning-fast ASGI server.
+[vega-datasets](https://pypi.org/project/vega-datasets) | 0.9.0 | A Python package for offline access to Vega datasets
+[waitress](https://pypi.org/project/waitress) | 3.0.2 | Waitress WSGI server
+[watchdog](https://pypi.org/project/watchdog) | 6.0.0 | Filesystem events monitoring
+[wcwidth](https://pypi.org/project/wcwidth) | 0.7.0 | Measures the displayed width of unicode strings in a terminal
+[webcolors](https://pypi.org/project/webcolors) | 25.10.0 | A library for working with the color formats defined by HTML and CSS.
+[webencodings](https://pypi.org/project/webencodings) | 0.5.1 | Character encoding aliases for legacy web content
+[websocket-client](https://pypi.org/project/websocket-client) | 1.9.0 | WebSocket client for Python with low level API options
+[websockets](https://pypi.org/project/websockets) | 16.1.1 | An implementation of the WebSocket Protocol (RFC 6455 & 7692)
+[werkzeug](https://pypi.org/project/werkzeug) | 3.1.8 | The comprehensive WSGI web application library.
+[whatthepatch](https://pypi.org/project/whatthepatch) | 1.0.7 | A patch parsing and application library.
+[wheel](https://pypi.org/project/wheel) | 0.48.0 | Command line tool for manipulating wheel files
+[widgetsnbextension](https://pypi.org/project/widgetsnbextension) | 4.0.16 | Jupyter interactive widgets for Jupyter Notebook
+[wordcloud](https://pypi.org/project/wordcloud) | 1.9.6 | A little word cloud generator
+[wppm](https://pypi.org/project/wppm) | 17.13.20260913 | pip companion: extras-aware dependency trees, offline wheelhouses, portable Pythons
+[wsproto](https://pypi.org/project/wsproto) | 1.3.2 | Pure-Python WebSocket protocol implementation
+[xarray](https://pypi.org/project/xarray) | 2026.7.0 | N-D labeled arrays and datasets in Python
+[xlsxwriter](https://pypi.org/project/xlsxwriter) | 3.2.9 | A Python module for creating Excel XLSX files.
+[xxhash](https://pypi.org/project/xxhash) | 3.7.0 | Python binding for xxHash
+[xyzservices](https://pypi.org/project/xyzservices) | 2026.3.0 | Source of XYZ tiles providers
+[yapf](https://pypi.org/project/yapf) | 0.43.0 | A formatter for Python code
+[yarl](https://pypi.org/project/yarl) | 1.24.5 | Yet another URL library
+[yt-dlp](https://pypi.org/project/yt-dlp) | 2026.7.4 | A feature-rich command-line audio/video downloader
+[zipp](https://pypi.org/project/zipp) | 4.1.0 | Backport of pathlib-compatible object wrapper for zip files
+
+
+### WheelHouse packages
+
+Name | Version | Description
+-----|---------|------------
+
+
+
diff --git a/changelogs/WinPythonslimf-64bit-3.15.0.5b2.md b/changelogs/WinPythonslimf-64bit-3.15.0.5b2.md
new file mode 100644
index 00000000..fd26f139
--- /dev/null
+++ b/changelogs/WinPythonslimf-64bit-3.15.0.5b2.md
@@ -0,0 +1,398 @@
+## WinPython 3.15.0.5slimf
+
+The following packages are included in WinPython-64bit v3.15.0.5slimf b2.
+
+
+### Tools
+
+Name | Version | Description
+-----|---------|------------
+[Pandoc](https://pandoc.org) | 3.1.9 | an universal document converter
+[Python](http://www.python.org/) | 3.15.0rc2 | Python programming language with standard library
+
+
+### Python packages
+
+Name | Version | Description
+-----|---------|------------
+[absl-py](https://pypi.org/project/absl-py) | 2.5.0 | Abseil Python Common Libraries, see https://github.com/abseil/abseil-py.
+[aiofiles](https://pypi.org/project/aiofiles) | 25.1.0 | File support for asyncio.
+[aiohappyeyeballs](https://pypi.org/project/aiohappyeyeballs) | 2.7.1 | Happy Eyeballs for asyncio
+[aiosignal](https://pypi.org/project/aiosignal) | 1.4.0 | aiosignal: a list of registered asynchronous callbacks
+[aiosqlite](https://pypi.org/project/aiosqlite) | 0.22.1 | asyncio bridge to the standard sqlite3 module
+[alabaster](https://pypi.org/project/alabaster) | 1.0.0 | A light, configurable Sphinx theme
+[annotated-doc](https://pypi.org/project/annotated-doc) | 0.0.5 | Document parameters, class attributes, return types, and variables inline, with Annotated.
+[annotated-types](https://pypi.org/project/annotated-types) | 0.8.0 | Reusable constraint types to use with typing.Annotated
+[anthropic](https://pypi.org/project/anthropic) | 0.121.0 | The official Python library for the anthropic API
+[anyio](https://pypi.org/project/anyio) | 4.14.2 | High-level concurrency and networking framework on top of asyncio or Trio
+[anywidget](https://pypi.org/project/anywidget) | 0.11.0 | custom jupyter widgets made easy
+[appdirs](https://pypi.org/project/appdirs) | 1.4.4 | A small Python module for determining appropriate platform-specific dirs, e.g. a "user data dir".
+[argcomplete](https://pypi.org/project/argcomplete) | 3.7.2 | Bash tab completion for argparse
+[argon2-cffi](https://pypi.org/project/argon2-cffi) | 25.1.0 | Argon2 for Python
+[argon2-cffi-bindings](https://pypi.org/project/argon2-cffi-bindings) | 26.1.0 | Low-level CFFI bindings for Argon2
+[array-api-compat](https://pypi.org/project/array-api-compat) | 1.15.0 | A wrapper around NumPy and other array libraries to make them compatible with the Array API standard
+[arrow](https://pypi.org/project/arrow) | 1.4.0 | Better dates & times for Python
+[asgi-csrf](https://pypi.org/project/asgi-csrf) | 0.11 | ASGI middleware for protecting against CSRF attacks
+[asgiref](https://pypi.org/project/asgiref) | 3.12.1 | ASGI specs, helper code, and adapters
+[asn1crypto](https://pypi.org/project/asn1crypto) | 1.5.1 | Fast ASN.1 parser and serializer with definitions for private keys, public keys, certificates, CRL, OCSP, CMS, PKCS#3, PKCS#7, PKCS#8, PKCS#12,
+[ast-serialize](https://pypi.org/project/ast-serialize) | 0.8.0 | Python bindings for mypy AST serialization
+[asteval](https://pypi.org/project/asteval) | 1.0.9 | Safe, minimalistic evaluator of python expression using ast module
+[astroid](https://pypi.org/project/astroid) | 4.0.4 | An abstract syntax tree for Python with inference support.
+[asttokens](https://pypi.org/project/asttokens) | 3.0.2 | Annotate AST trees with source code positions
+[async-lru](https://pypi.org/project/async-lru) | 2.3.0 | Simple LRU cache for asyncio
+[attrs](https://pypi.org/project/attrs) | 26.1.0 | Classes Without Boilerplate
+[autopep8](https://pypi.org/project/autopep8) | 2.3.2 | A tool that automatically formats Python code to conform to the PEP 8 style guide
+[azure-core](https://pypi.org/project/azure-core) | 1.41.0 | Microsoft Azure Core Library for Python
+[azure-cosmos](https://pypi.org/project/azure-cosmos) | 4.16.1 | Microsoft Azure Cosmos Client Library for Python
+[babel](https://pypi.org/project/babel) | 2.18.0 | Internationalization utilities
+[baresql](https://pypi.org/project/baresql) | 1.0.0 | playing SQL directly on Python datas
+[beartype](https://pypi.org/project/beartype) | 0.22.9 | Unbearably fast near-real-time pure-Python runtime-static type-checker.
+[beautifulsoup4](https://pypi.org/project/beautifulsoup4) | 4.15.0 | Screen-scraping library
+[binaryornot](https://pypi.org/project/binaryornot) | 0.6.0 | Ultra-lightweight pure Python package to check if a file is binary or text.
+[black](https://pypi.org/project/black) | 26.5.1 | The uncompromising code formatter.
+[bleach](https://pypi.org/project/bleach) | 6.4.0 | An easy safelist-based HTML-sanitizing tool.
+[blinker](https://pypi.org/project/blinker) | 1.9.0 | Fast, simple object-to-object and broadcast signaling
+[build](https://pypi.org/project/build) | 1.5.0 | A simple, correct Python build frontend
+[cachetools](https://pypi.org/project/cachetools) | 7.1.4 | Extensible memoizing collections and decorators
+[cattrs](https://pypi.org/project/cattrs) | 26.1.0 | Composable complex class support for attrs and dataclasses.
+[certifi](https://pypi.org/project/certifi) | 2026.1.4 | Python package for providing Mozilla's CA Bundle.
+[cffi](https://pypi.org/project/cffi) | 2.1.1 | Foreign Function Interface for Python calling C code.
+[chardet](https://pypi.org/project/chardet) | 5.2.0 | Universal encoding detector for Python 3
+[charset-normalizer](https://pypi.org/project/charset-normalizer) | 3.5.1 | The Real First Universal Charset Detector. Open, modern and actively maintained alternative to Chardet.
+[click](https://pypi.org/project/click) | 8.4.2 | Composable command line interface toolkit
+[click-default-group](https://pypi.org/project/click-default-group) | 1.2.4 | click_default_group
+[cloudpickle](https://pypi.org/project/cloudpickle) | 3.1.2 | Pickler class to extend the standard pickle.Pickler functionality
+[colorama](https://pypi.org/project/colorama) | 0.4.6 | Cross-platform colored terminal text.
+[colorcet](https://pypi.org/project/colorcet) | 3.2.1 | Collection of perceptually uniform colormaps
+[colorlog](https://pypi.org/project/colorlog) | 6.12.0 | Add colours to the output of Python's logging module.
+[comm](https://pypi.org/project/comm) | 0.2.3 | Jupyter Python Comm implementation, for usage in ipykernel, xeus-python etc.
+[contourpy](https://pypi.org/project/contourpy) | 1.4.0 | Python library for calculating contours of 2D quadrilateral grids
+[cycler](https://pypi.org/project/cycler) | 0.12.1 | Composable style cycles
+[cython](https://pypi.org/project/cython) | 3.3.0 | The Cython compiler for writing C extensions in the Python language.
+[debugpy](https://pypi.org/project/debugpy) | 1.8.21 | An implementation of the Debug Adapter Protocol for Python
+[decorator](https://pypi.org/project/decorator) | 5.3.1 | Decorators for Humans
+[defusedxml](https://pypi.org/project/defusedxml) | 0.7.1 | XML bomb protection for Python stdlib modules
+[diff-match-patch](https://pypi.org/project/diff-match-patch) | 20241021 | Repackaging of Google's Diff Match and Patch libraries.
+[dill](https://pypi.org/project/dill) | 0.4.1 | serialize all of Python
+[distro](https://pypi.org/project/distro) | 1.9.0 | Distro - an OS platform information API
+[dnspython](https://pypi.org/project/dnspython) | 2.8.0 | DNS toolkit
+[docstring-parser](https://pypi.org/project/docstring-parser) | 0.18.0 | Parse Python docstrings in reST, Google and Numpydoc format
+[docstring-to-markdown](https://pypi.org/project/docstring-to-markdown) | 0.17 | On the fly conversion of Python docstrings to markdown
+[docutils](https://pypi.org/project/docutils) | 0.22.4 | Docutils -- Python Documentation Utilities
+[email-validator](https://pypi.org/project/email-validator) | 2.3.0 | A robust email address syntax and deliverability validation library.
+[entrypoints](https://pypi.org/project/entrypoints) | 0.4 | Discover and load entry points from installed packages.
+[et-xmlfile](https://pypi.org/project/et-xmlfile) | 2.0.0 | An implementation of lxml.xmlfile for the standard library
+[eval-type-backport](https://pypi.org/project/eval-type-backport) | 0.3.1 | Like `typing._eval_type`, but lets older Python versions use newer typing features.
+[exceptiongroup](https://pypi.org/project/exceptiongroup) | 1.3.1 | Backport of PEP 654 (exception groups)
+[executing](https://pypi.org/project/executing) | 2.2.1 | Get the currently executing AST node of a frame, and other information
+[faker](https://pypi.org/project/faker) | 40.28.1 | Faker is a Python package that generates fake data for you.
+[fasta2a](https://pypi.org/project/fasta2a) | 0.6.1 | Convert an AI Agent into a A2A server! ✨
+[fastapi](https://pypi.org/project/fastapi) | 0.141.1 | FastAPI framework, high performance, easy to learn, fast to code, ready for production
+[fastjsonschema](https://pypi.org/project/fastjsonschema) | 2.21.2 | Fastest Python implementation of JSON schema
+[filelock](https://pypi.org/project/filelock) | 3.32.2 | A platform independent file lock.
+[flake8](https://pypi.org/project/flake8) | 7.3.0 | the modular source code checker: pep8 pyflakes and co
+[flatbuffers](https://pypi.org/project/flatbuffers) | 25.12.19 | The FlatBuffers serialization format for Python
+[flexcache](https://pypi.org/project/flexcache) | 0.3 | Saves and loads to the cache a transformed versions of a source object.
+[flexparser](https://pypi.org/project/flexparser) | 0.4 | Parsing made fun ... using typing.
+[flit](https://pypi.org/project/flit) | 3.12.0 | A simple packaging tool for simple packages.
+[flit-core](https://pypi.org/project/flit-core) | 4.0.2 | Distribution-building parts of Flit. See flit package for more information
+[fonttools](https://pypi.org/project/fonttools) | 4.65.0 | Tools to manipulate font files
+[formulaic](https://pypi.org/project/formulaic) | 1.2.2 | An implementation of Wilkinson formulas.
+[foundry-local-sdk](https://pypi.org/project/foundry-local-sdk) | 0.5.1 | Foundry Local Manager Python SDK: Control-plane SDK for Foundry Local.
+[fqdn](https://pypi.org/project/fqdn) | 1.5.1 | Validates fully-qualified domain names against RFC 1123, so that they are acceptable to modern bowsers
+[frozenlist](https://pypi.org/project/frozenlist) | 1.8.0 | A list-like structure which implements collections.abc.MutableSequence
+[fsspec](https://pypi.org/project/fsspec) | 2026.7.0 | File-system specification
+[fuzzywuzzy](https://pypi.org/project/fuzzywuzzy) | 0.18.0 | Fuzzy string matching in python
+[genai-prices](https://pypi.org/project/genai-prices) | 0.0.60 | Calculate prices for calling LLM inference APIs.
+[geographiclib](https://pypi.org/project/geographiclib) | 2.1 | The geodesic routines from GeographicLib
+[geopy](https://pypi.org/project/geopy) | 2.4.1 | Python Geocoding Toolbox
+[gitdb](https://pypi.org/project/gitdb) | 4.0.12 | Git Object Database
+[gitpython](https://pypi.org/project/gitpython) | 3.1.62 | GitPython is a Python library used to interact with Git repositories
+[graphene](https://pypi.org/project/graphene) | 3.4.3 | GraphQL Framework for Python
+[graphql-core](https://pypi.org/project/graphql-core) | 3.2.11 | GraphQL implementation for Python, a port of GraphQL.js, the JavaScript reference implementation for GraphQL.
+[graphql-relay](https://pypi.org/project/graphql-relay) | 3.2.0 | Relay library for graphql-core
+[greenlet](https://pypi.org/project/greenlet) | 3.5.5 | Lightweight in-process concurrent programming
+[griffe](https://pypi.org/project/griffe) | 1.15.0 | Signatures for entire Python programs.
+[griffelib](https://pypi.org/project/griffelib) | 2.1.0 | Signatures for entire Python programs.
+[h11](https://pypi.org/project/h11) | 0.16.0 | A pure-Python, bring-your-own-I/O implementation of HTTP/1.1
+[h2](https://pypi.org/project/h2) | 4.4.1 | Pure-Python HTTP/2 protocol implementation
+[hatchling](https://pypi.org/project/hatchling) | 1.32.0 | Modern, extensible Python build backend
+[hpack](https://pypi.org/project/hpack) | 4.2.0 | Pure-Python HPACK header encoding
+[html5lib](https://pypi.org/project/html5lib) | 1.1 | HTML parser based on the WHATWG HTML specification
+[httpcore](https://pypi.org/project/httpcore) | 1.0.9 | A minimal low-level HTTP client.
+[httpcore2](https://pypi.org/project/httpcore2) | 2.13.0 | A minimal low-level HTTP client.
+[httpie](https://pypi.org/project/httpie) | 3.2.4 | HTTPie: modern, user-friendly command-line HTTP client for the API era.
+[httpx](https://pypi.org/project/httpx) | 0.28.1 | The next generation HTTP client.
+[httpx-sse](https://pypi.org/project/httpx-sse) | 0.4.3 | Consume Server-Sent Event (SSE) messages with HTTPX.
+[httpx2](https://pypi.org/project/httpx2) | 2.13.0 | The next generation HTTP client.
+[hupper](https://pypi.org/project/hupper) | 1.12.1 | Integrated process monitor for developing and reloading daemons.
+[hypercorn](https://pypi.org/project/hypercorn) | 0.18.0 | A ASGI Server based on Hyper libraries and inspired by Gunicorn
+[hyperframe](https://pypi.org/project/hyperframe) | 6.1.0 | Pure-Python HTTP/2 framing
+[hypothesis](https://pypi.org/project/hypothesis) | 6.155.2 | The property-based testing library for Python
+[id](https://pypi.org/project/id) | 1.6.1 | A tool for generating OIDC identities
+[idna](https://pypi.org/project/idna) | 3.18 | Internationalized Domain Names in Applications (IDNA)
+[imageio](https://pypi.org/project/imageio) | 2.37.4 | Read and write images and video across all major formats. Supports scientific and volumetric data.
+[imagesize](https://pypi.org/project/imagesize) | 1.4.1 | Getting image size from png/jpeg/jpeg2000/gif file
+[imbalanced-learn](https://pypi.org/project/imbalanced-learn) | 0.14.2 | Toolbox for imbalanced dataset in machine learning
+[importlib-metadata](https://pypi.org/project/importlib-metadata) | 8.7.1 | Read metadata from Python packages
+[inflection](https://pypi.org/project/inflection) | 0.5.1 | A port of Ruby on Rails inflector to Python
+[iniconfig](https://pypi.org/project/iniconfig) | 2.3.0 | brain-dead simple config-ini parsing
+[interface-meta](https://pypi.org/project/interface-meta) | 2.0.1 | `interface_meta` provides a convenient way to expose an extensible API with enforced method signatures and consistent documentation.
+[intervaltree](https://pypi.org/project/intervaltree) | 3.2.1 | Editable interval tree data structure for Python 2 and 3
+[ipycanvas](https://pypi.org/project/ipycanvas) | 0.14.3 | Interactive widgets library exposing the browser's Canvas API
+[ipympl](https://pypi.org/project/ipympl) | 0.10.0 | Matplotlib Jupyter Extension
+[ipython](https://pypi.org/project/ipython) | 9.12.0 | IPython: Productive Interactive Computing
+[ipython-genutils](https://pypi.org/project/ipython-genutils) | 0.2.0 | Vestigial utilities from IPython
+[ipython-pygments-lexers](https://pypi.org/project/ipython-pygments-lexers) | 1.1.1 | Defines a variety of Pygments lexers for highlighting IPython code.
+[ipython-sql](https://pypi.org/project/ipython-sql) | 0.5.0 | RDBMS access via IPython
+[ipywidgets](https://pypi.org/project/ipywidgets) | 8.1.8 | Jupyter interactive widgets
+[isoduration](https://pypi.org/project/isoduration) | 20.11.0 | Operations with ISO 8601 durations
+[isort](https://pypi.org/project/isort) | 8.0.1 | A Python utility / library to sort Python imports.
+[itsdangerous](https://pypi.org/project/itsdangerous) | 2.2.0 | Safely pass data to untrusted environments and back.
+[janus](https://pypi.org/project/janus) | 2.0.0 | Mixed sync-async queue to interoperate between asyncio tasks and classic threads
+[jaraco-classes](https://pypi.org/project/jaraco-classes) | 3.4.0 | Utility functions for Python class constructs
+[jaraco-context](https://pypi.org/project/jaraco-context) | 6.1.2 | Useful decorators and context managers
+[jaraco-functools](https://pypi.org/project/jaraco-functools) | 4.6.0 | Functools like those found in stdlib
+[jedi](https://pypi.org/project/jedi) | 0.20.0 | An autocompletion tool for Python that can be used for text editors.
+[jellyfish](https://pypi.org/project/jellyfish) | 0.8.7 | a library for doing approximate and phonetic matching of strings.
+[jiter](https://pypi.org/project/jiter) | 0.17.0 | Fast iterable JSON parser.
+[joblib](https://pypi.org/project/joblib) | 1.5.3 | Lightweight pipelining with Python functions
+[json5](https://pypi.org/project/json5) | 0.15.0 | A Python implementation of the JSON5 data format.
+[jsonpatch](https://pypi.org/project/jsonpatch) | 1.33 | Apply JSON-Patches (RFC 6902)
+[jsonpath-python](https://pypi.org/project/jsonpath-python) | 1.0.6 | A more powerful JSONPath implementation in modern python
+[jsonpointer](https://pypi.org/project/jsonpointer) | 3.1.1 | Identify specific nodes in a JSON document (RFC 6901)
+[jsonschema](https://pypi.org/project/jsonschema) | 4.26.0 | An implementation of JSON Schema validation for Python
+[jsonschema-specifications](https://pypi.org/project/jsonschema-specifications) | 2025.9.1 | The JSON Schema meta-schemas and vocabularies, exposed as a Registry
+[julia](https://pypi.org/project/julia) | 0.6.2 | Julia/Python bridge with IPython support.
+[jupyter-core](https://pypi.org/project/jupyter-core) | 5.9.1 | Jupyter core package. A base package on which Jupyter projects rely.
+[jupyterlab-widgets](https://pypi.org/project/jupyterlab-widgets) | 3.0.16 | Jupyter interactive widgets for JupyterLab
+[keyring](https://pypi.org/project/keyring) | 25.7.0 | Store and access your passwords safely.
+[kiwisolver](https://pypi.org/project/kiwisolver) | 1.5.1 | A fast implementation of the Cassowary constraint solver
+[lark](https://pypi.org/project/lark) | 1.3.1 | a modern parsing library
+[lazy-loader](https://pypi.org/project/lazy-loader) | 0.5 | Makes it easy to load subpackages and functions on demand.
+[librt](https://pypi.org/project/librt) | 0.15.0 | Mypyc runtime library
+[linkify-it-py](https://pypi.org/project/linkify-it-py) | 2.0.3 | Links recognition library with FULL unicode support.
+[lmfit](https://pypi.org/project/lmfit) | 1.3.4 | Least-Squares Minimization with Bounds and Constraints
+[locket](https://pypi.org/project/locket) | 1.0.0 | File-based locks for Python on Linux and Windows
+[logfire-api](https://pypi.org/project/logfire-api) | 4.33.0 | Shim for the Logfire SDK which does nothing unless Logfire is installed
+[lsprotocol](https://pypi.org/project/lsprotocol) | 2025.0.0 | Python types for Language Server Protocol.
+[lxml](https://pypi.org/project/lxml) | 6.1.3 | Powerful and Pythonic XML processing library combining libxml2/libxslt with the ElementTree API.
+[markdown](https://pypi.org/project/markdown) | 3.10.2 | Python implementation of John Gruber's Markdown.
+[markdown-it-py](https://pypi.org/project/markdown-it-py) | 4.2.0 | Python port of markdown-it. Markdown parsing, done right!
+[markdownify](https://pypi.org/project/markdownify) | 1.2.2 | Convert HTML to markdown.
+[matplotlib](https://pypi.org/project/matplotlib) | 3.11.2 | Python plotting package
+[matplotlib-inline](https://pypi.org/project/matplotlib-inline) | 0.2.2 | Inline Matplotlib backend for Jupyter
+[maturin](https://pypi.org/project/maturin) | 1.14.1 | Build and publish crates with pyo3, cffi and uniffi bindings as well as rust binaries as python packages
+[mccabe](https://pypi.org/project/mccabe) | 0.7.0 | McCabe checker, plugin for flake8
+[mdit-py-plugins](https://pypi.org/project/mdit-py-plugins) | 0.6.1 | Collection of plugins for markdown-it-py
+[mdurl](https://pypi.org/project/mdurl) | 0.1.2 | Markdown URL utilities
+[mercantile](https://pypi.org/project/mercantile) | 1.2.1 | Web mercator XYZ tile utilities
+[mergedeep](https://pypi.org/project/mergedeep) | 1.3.4 | A deep merge function for 🐍.
+[missingno](https://pypi.org/project/missingno) | 0.5.2 | Missing data visualization module for Python.
+[mistune](https://pypi.org/project/mistune) | 3.3.4 | A sane and fast Markdown parser with useful plugins and renderers
+[mizani](https://pypi.org/project/mizani) | 0.14.4 | Scales for Python
+[ml-dtypes](https://pypi.org/project/ml-dtypes) | 0.6.0 | ml_dtypes is a stand-alone implementation of several NumPy dtype extensions used in machine learning.
+[mlxtend](https://pypi.org/project/mlxtend) | 0.25.0 | Machine Learning Library Extensions
+[more-itertools](https://pypi.org/project/more-itertools) | 11.1.0 | More routines for operating on iterables, beyond itertools
+[mpmath](https://pypi.org/project/mpmath) | 1.3.0 | Python library for arbitrary-precision floating-point arithmetic
+[multidict](https://pypi.org/project/multidict) | 6.7.1 | multidict implementation
+[multipledispatch](https://pypi.org/project/multipledispatch) | 1.0.0 | Multiple dispatch
+[mypy](https://pypi.org/project/mypy) | 2.3.0 | Optional static typing for Python
+[mypy-extensions](https://pypi.org/project/mypy-extensions) | 1.1.0 | Type system extensions for programs checked with the mypy type checker.
+[mysql-connector-python](https://pypi.org/project/mysql-connector-python) | 26.7.0 | A self-contained Python driver for communicating with MySQL servers, using an API that is compliant with the Python Database API Specification v
+[namex](https://pypi.org/project/namex) | 0.1.0 | A simple utility to separate the implementation of your Python package and its public API surface.
+[narwhals](https://pypi.org/project/narwhals) | 2.24.0 | Extremely lightweight compatibility layer between dataframe libraries
+[nbformat](https://pypi.org/project/nbformat) | 5.10.4 | The Jupyter Notebook format
+[nest-asyncio](https://pypi.org/project/nest-asyncio) | 1.6.0 | Patch asyncio to allow nested event loops
+[networkx](https://pypi.org/project/networkx) | 3.6.1 | Python package for creating and manipulating graphs and networks
+[nltk](https://pypi.org/project/nltk) | 3.10.3 | Natural Language Toolkit
+[numpy](https://pypi.org/project/numpy) | 2.5.2 | Fundamental package for array computing in Python
+[openpyxl](https://pypi.org/project/openpyxl) | 3.1.5 | A Python library to read/write Excel 2010 xlsx/xlsm files
+[opentelemetry-api](https://pypi.org/project/opentelemetry-api) | 1.41.1 | OpenTelemetry Python API
+[opentelemetry-semantic-conventions](https://pypi.org/project/opentelemetry-semantic-conventions) | 0.62b1 | OpenTelemetry Semantic Conventions
+[optree](https://pypi.org/project/optree) | 0.20.0 | Optimized PyTree Utilities.
+[outcome](https://pypi.org/project/outcome) | 1.3.0.post0 | Capture the outcome of Python function calls.
+[packaging](https://pypi.org/project/packaging) | 26.2 | Core utilities for Python packages
+[pandas](https://pypi.org/project/pandas) | 3.0.6 | Powerful data structures for data analysis, time series, and statistics
+[pandocfilters](https://pypi.org/project/pandocfilters) | 1.5.1 | Utilities for writing pandoc filters in python
+[param](https://pypi.org/project/param) | 2.4.1 | Declarative parameters for robust Python classes and a rich API for reactive programming
+[parso](https://pypi.org/project/parso) | 0.8.7 | A Python Parser
+[partd](https://pypi.org/project/partd) | 1.4.2 | Appendable key-value storage
+[pathspec](https://pypi.org/project/pathspec) | 1.1.1 | Utility library for gitignore style pattern matching of file paths.
+[patsy](https://pypi.org/project/patsy) | 1.0.2 | A Python package for describing statistical models and for building design matrices.
+[pep8](https://pypi.org/project/pep8) | 1.7.1 | Python style guide checker
+[pexpect](https://pypi.org/project/pexpect) | 4.9.0 | Pexpect allows easy control of interactive console applications.
+[pg8000](https://pypi.org/project/pg8000) | 1.31.5 | PostgreSQL interface library
+[pickleshare](https://pypi.org/project/pickleshare) | 0.7.5 | Tiny 'shelve'-like database with concurrency support
+[pillow](https://pypi.org/project/pillow) | 12.3.0 | Python Imaging Library (fork)
+[pip](https://pypi.org/project/pip) | 26.2.1 | The PyPA recommended tool for installing Python packages.
+[pipdeptree](https://pypi.org/project/pipdeptree) | 3.1.0 | Command line utility to show dependency tree of packages.
+[platformdirs](https://pypi.org/project/platformdirs) | 4.11.3 | A small Python package for determining appropriate platform-specific dirs, e.g. a `user data dir`.
+[plotly](https://pypi.org/project/plotly) | 6.9.0 | An open-source interactive data visualization library for Python
+[plotnine](https://pypi.org/project/plotnine) | 0.15.8 | A Grammar of Graphics for Python
+[pluggy](https://pypi.org/project/pluggy) | 1.6.0 | plugin and hook calling mechanisms for python
+[prettytable](https://pypi.org/project/prettytable) | 3.18.0 | A simple Python library for easily displaying tabular data in a visually appealing ASCII table format
+[priority](https://pypi.org/project/priority) | 2.0.0 | A pure-Python implementation of the HTTP/2 priority tree
+[prometheus-client](https://pypi.org/project/prometheus-client) | 0.26.0 | Python client for the Prometheus monitoring system.
+[prompt-toolkit](https://pypi.org/project/prompt-toolkit) | 3.0.52 | Library for building powerful interactive command lines in Python
+[propcache](https://pypi.org/project/propcache) | 0.5.2 | Accelerated property cache
+[protobuf](https://pypi.org/project/protobuf) | 7.35.1 | 
+[psygnal](https://pypi.org/project/psygnal) | 0.16.1 | Fast python callback/event system modeled after Qt Signals
+[ptpython](https://pypi.org/project/ptpython) | 3.0.32 | Python REPL build on top of prompt_toolkit
+[ptyprocess](https://pypi.org/project/ptyprocess) | 0.7.0 | Run a subprocess in a pseudo terminal
+[pure-eval](https://pypi.org/project/pure-eval) | 0.2.3 | Safely evaluate AST nodes without side effects
+[py-key-value-aio](https://pypi.org/project/py-key-value-aio) | 0.4.5 | Async Key-Value Store - A pluggable interface for KV Stores
+[pyasn1](https://pypi.org/project/pyasn1) | 0.6.4 | Pure-Python implementation of ASN.1 types and DER/BER/CER codecs (X.208)
+[pyasn1-modules](https://pypi.org/project/pyasn1-modules) | 0.4.2 | A collection of ASN.1-based protocols modules
+[pybind11](https://pypi.org/project/pybind11) | 3.1.0 | Seamless operability between C++11 and Python
+[pycodestyle](https://pypi.org/project/pycodestyle) | 2.14.0 | Python style guide checker
+[pycparser](https://pypi.org/project/pycparser) | 3.0 | C parser in Python
+[pyct](https://pypi.org/project/pyct) | 0.6.0 | Python package common tasks for users (e.g. copy examples, fetch data, ...)
+[pydantic](https://pypi.org/project/pydantic) | 2.14.0b2 | Data validation using Python type hints
+[pydantic-ai-slim](https://pypi.org/project/pydantic-ai-slim) | 1.106.0 | Agent Framework / shim to use Pydantic with LLMs, slim package
+[pydantic-core](https://pypi.org/project/pydantic-core) | 2.49.0 | Core functionality for Pydantic validation and serialization
+[pydantic-graph](https://pypi.org/project/pydantic-graph) | 1.106.0 | Graph and state machine library
+[pydocstyle](https://pypi.org/project/pydocstyle) | 6.3.0 | Python docstring style checker
+[pydot](https://pypi.org/project/pydot) | 4.0.1 | Python interface to Graphviz's Dot
+[pyflakes](https://pypi.org/project/pyflakes) | 3.4.0 | passive checker of Python programs
+[pygments](https://pypi.org/project/pygments) | 2.20.0 | Pygments is a syntax highlighting package written in Python.
+[pyjwt](https://pypi.org/project/pyjwt) | 2.13.0 | JSON Web Token implementation in Python
+[pylint](https://pypi.org/project/pylint) | 4.0.6 | python code static checker
+[pylint-venv](https://pypi.org/project/pylint-venv) | 3.0.4 | pylint-venv provides a Pylint init-hook to use the same Pylint installation with different virtual environments.
+[pyomo](https://pypi.org/project/pyomo) | 6.10.1 | The Pyomo optimization modeling framework
+[pypandoc](https://pypi.org/project/pypandoc) | 1.15 | Thin wrapper for pandoc.
+[pyparsing](https://pypi.org/project/pyparsing) | 3.3.2 | pyparsing - Classes and methods to define and execute parsing grammars
+[pypdf](https://pypi.org/project/pypdf) | 6.16.2 | A pure-python PDF library capable of splitting, merging, cropping, and transforming PDF files
+[pyperclip](https://pypi.org/project/pyperclip) | 1.11.0 | A cross-platform clipboard module for Python. (Only handles plain text for now.)
+[pyproject-hooks](https://pypi.org/project/pyproject-hooks) | 1.2.0 | Wrappers to call pyproject.toml-based build backend hooks.
+[pyserial](https://pypi.org/project/pyserial) | 3.5 | Python Serial Port Extension
+[pysocks](https://pypi.org/project/pysocks) | 1.7.1 | A Python SOCKS client module. See https://github.com/Anorov/PySocks for more information.
+[pytest](https://pypi.org/project/pytest) | 9.0.3 | pytest: simple powerful testing with Python
+[python-barcode](https://pypi.org/project/python-barcode) | 0.16.1 | Create standard barcodes with Python. No external modules needed. (optional Pillow support included).
+[python-dateutil](https://pypi.org/project/python-dateutil) | 2.9.0.post0 | Extensions to the standard Python datetime module
+[python-dotenv](https://pypi.org/project/python-dotenv) | 1.2.2 | Read key-value pairs from a .env file and set them as environment variables
+[python-json-logger](https://pypi.org/project/python-json-logger) | 4.1.0 | JSON Log Formatter for the Python Logging Package
+[python-multipart](https://pypi.org/project/python-multipart) | 0.0.32 | A streaming multipart parser for Python
+[python-slugify](https://pypi.org/project/python-slugify) | 8.0.4 | A Python slugify application that also handles Unicode
+[pytokens](https://pypi.org/project/pytokens) | 0.4.1 | A Fast, spec compliant Python 3.14+ tokenizer that runs on older Pythons.
+[pytoolconfig](https://pypi.org/project/pytoolconfig) | 1.3.1 | Python tool configuration
+[pyuca](https://pypi.org/project/pyuca) | 1.2 | a Python implementation of the Unicode Collation Algorithm
+[pyusb](https://pypi.org/project/pyusb) | 1.3.1 | Easy USB access for Python
+[pyvisa](https://pypi.org/project/pyvisa) | 1.16.2 | Python VISA bindings for GPIB, RS232, TCPIP and USB instruments
+[pyviz-comms](https://pypi.org/project/pyviz-comms) | 3.0.6 | A JupyterLab extension for rendering HoloViz content.
+[pywavelets](https://pypi.org/project/pywavelets) | 1.10.0 | PyWavelets, wavelet transform module
+[pywin32-ctypes](https://pypi.org/project/pywin32-ctypes) | 0.2.3 | A (partial) reimplementation of pywin32 using ctypes/cffi
+[qrcode](https://pypi.org/project/qrcode) | 8.2 | QR Code image generator
+[rapidfuzz](https://pypi.org/project/rapidfuzz) | 3.14.6 | rapid fuzzy string matching
+[referencing](https://pypi.org/project/referencing) | 0.37.0 | JSON Referencing + Python
+[regex](https://pypi.org/project/regex) | 2026.9.10 | Alternative regular expression module, to replace re.
+[reportlab](https://pypi.org/project/reportlab) | 5.0.0 | The Reportlab Toolkit
+[requests](https://pypi.org/project/requests) | 2.34.2 | Python HTTP for Humans.
+[requests-toolbelt](https://pypi.org/project/requests-toolbelt) | 1.0.0 | A utility belt for advanced users of python-requests
+[rfc3339-validator](https://pypi.org/project/rfc3339-validator) | 0.1.4 | A pure python RFC3339 validator
+[rfc3986](https://pypi.org/project/rfc3986) | 2.0.0 | Validating URI References per RFC 3986
+[rfc3986-validator](https://pypi.org/project/rfc3986-validator) | 0.1.1 | Pure python rfc3986 validator
+[rfc3987-syntax](https://pypi.org/project/rfc3987-syntax) | 1.1.0 | Helper functions to syntactically validate strings according to RFC 3987.
+[rich](https://pypi.org/project/rich) | 15.0.0 | Render rich text, tables, progress bars, syntax highlighting, markdown and more to the terminal
+[roman-numerals](https://pypi.org/project/roman-numerals) | 4.1.0 | Manipulate well-formed Roman numerals
+[rope](https://pypi.org/project/rope) | 1.14.0 | a python refactoring library...
+[rpds-py](https://pypi.org/project/rpds-py) | 2026.6.3 | Python bindings to Rust's persistent data structures (rpds)
+[rsa](https://pypi.org/project/rsa) | 4.9.1 | Pure-Python RSA implementation
+[rtree](https://pypi.org/project/rtree) | 1.4.1 | R-Tree spatial index for Python GIS
+[ruff](https://pypi.org/project/ruff) | 0.16.1 | An extremely fast Python linter and code formatter, written in Rust.
+[rx](https://pypi.org/project/rx) | 3.2.0 | Reactive Extensions (Rx) for Python
+[scikit-learn](https://pypi.org/project/scikit-learn) | 1.9.1 | A set of python modules for machine learning and data mining
+[scipy](https://pypi.org/project/scipy) | 1.18.1 | Fundamental algorithms for scientific computing in Python
+[scramp](https://pypi.org/project/scramp) | 1.4.17 | An implementation of the SCRAM protocol.
+[scs](https://pypi.org/project/scs) | 3.3.1 | Splitting conic solver
+[seaborn](https://pypi.org/project/seaborn) | 0.13.2 | Statistical data visualization
+[send2trash](https://pypi.org/project/send2trash) | 2.1.0 | Send file to trash natively under Mac OS X, Windows and Linux
+[setuptools](https://pypi.org/project/setuptools) | 83.0.0 | Most extensible Python build backend with support for C/C++ extension modules
+[shellingham](https://pypi.org/project/shellingham) | 1.5.4 | Tool to Detect Surrounding Shell
+[simplejson](https://pypi.org/project/simplejson) | 4.1.2 | Simple, fast, extensible JSON encoder/decoder for Python
+[simpy](https://pypi.org/project/simpy) | 4.1.2 | Event discrete, process based simulation for Python.
+[six](https://pypi.org/project/six) | 1.17.0 | Python 2 and 3 compatibility utilities
+[sklearn-compat](https://pypi.org/project/sklearn-compat) | 0.1.6 | Ease support for compatible scikit-learn estimators across versions
+[smmap](https://pypi.org/project/smmap) | 5.0.3 | A pure Python implementation of a sliding window memory map manager
+[sniffio](https://pypi.org/project/sniffio) | 1.3.1 | Sniff out which async library your code is running under
+[snowballstemmer](https://pypi.org/project/snowballstemmer) | 3.1.1 | This package provides 36 stemmers for 34 languages generated from Snowball algorithms.
+[sortedcontainers](https://pypi.org/project/sortedcontainers) | 2.4.0 | Sorted Containers -- Sorted List, Sorted Dict, Sorted Set
+[sounddevice](https://pypi.org/project/sounddevice) | 0.5.5 | Play and Record Sound with Python
+[soundfile](https://pypi.org/project/soundfile) | 0.14.0 | An audio library based on libsndfile, CFFI and NumPy
+[soupsieve](https://pypi.org/project/soupsieve) | 2.9.2 | A modern CSS selector implementation for Beautiful Soup.
+[sqlalchemy](https://pypi.org/project/sqlalchemy) | 2.0.51 | Database Abstraction Library
+[sqlite-bro](https://pypi.org/project/sqlite-bro) | 1.3.2 | a graphic SQLite and DuckDB Client in 1 Python file
+[sqlite-fts4](https://pypi.org/project/sqlite-fts4) | 1.0.3 | Python functions for working with SQLite FTS4 search
+[sqlite-utils](https://pypi.org/project/sqlite-utils) | 4.1.1 | CLI tool and Python library for manipulating SQLite databases
+[sqlparse](https://pypi.org/project/sqlparse) | 0.6.0 | A non-validating SQL parser.
+[squarify](https://pypi.org/project/squarify) | 0.4.4 | Pure Python implementation of the squarify treemap layout algorithm
+[sse-starlette](https://pypi.org/project/sse-starlette) | 3.4.8 | SSE plugin for Starlette
+[stack-data](https://pypi.org/project/stack-data) | 0.6.3 | Extract data from python stack frames and tracebacks for informative displays
+[starlette](https://pypi.org/project/starlette) | 1.6.0 | The little ASGI library that shines.
+[statsmodels](https://pypi.org/project/statsmodels) | 0.15.0 | Statistical computations and models for Python
+[sympy](https://pypi.org/project/sympy) | 1.14.0 | Computer algebra system (CAS) in Python
+[tabulate](https://pypi.org/project/tabulate) | 0.10.0 | Pretty-print tabular data
+[tenacity](https://pypi.org/project/tenacity) | 9.1.4 | Retry code until it succeeds
+[termcolor](https://pypi.org/project/termcolor) | 3.3.0 | ANSI color formatting for output in terminal
+[text-unidecode](https://pypi.org/project/text-unidecode) | 1.3 | The most basic Text::Unidecode port
+[textdistance](https://pypi.org/project/textdistance) | 4.6.3 | Compute distance between the two texts.
+[thefuzz](https://pypi.org/project/thefuzz) | 0.22.1 | Fuzzy string matching in python
+[threadpoolctl](https://pypi.org/project/threadpoolctl) | 3.6.0 | threadpoolctl
+[three-merge](https://pypi.org/project/three-merge) | 0.1.1 | Simple library for merging two strings with respect to a base one
+[tifffile](https://pypi.org/project/tifffile) | 2026.4.11 | Read and write TIFF files
+[tiktoken](https://pypi.org/project/tiktoken) | 0.14.0 | tiktoken is a fast BPE tokeniser for use with OpenAI's models
+[tinycss2](https://pypi.org/project/tinycss2) | 1.5.1 | A tiny CSS parser
+[toml](https://pypi.org/project/toml) | 0.10.2 | Python Library for Tom's Obvious, Minimal Language
+[tomli-w](https://pypi.org/project/tomli-w) | 1.2.0 | A lil' TOML writer
+[tomlkit](https://pypi.org/project/tomlkit) | 0.15.1 | Style preserving TOML library
+[toolz](https://pypi.org/project/toolz) | 1.1.0 | List processing tools and functional utilities
+[tornado](https://pypi.org/project/tornado) | 6.6a1 | Tornado is a Python web framework and asynchronous networking library, originally developed at FriendFeed.
+[tqdm](https://pypi.org/project/tqdm) | 4.70.0 | Fast, Extensible Progress Meter
+[traitlets](https://pypi.org/project/traitlets) | 5.16.1 | Traitlets Python configuration system
+[traittypes](https://pypi.org/project/traittypes) | 0.2.3 | Scipy trait types
+[trio](https://pypi.org/project/trio) | 0.34.0 | A friendly Python library for async concurrency and I/O
+[trove-classifiers](https://pypi.org/project/trove-classifiers) | 2026.6.1.19 | Canonical source for classifiers on PyPI (pypi.org).
+[truststore](https://pypi.org/project/truststore) | 0.10.4 | Verify certificates using native system trust stores
+[typer](https://pypi.org/project/typer) | 0.25.1 | Typer, build great CLIs. Easy to code. Based on Python type hints.
+[types-requests](https://pypi.org/project/types-requests) | 2.33.0.20260712 | Typing stubs for requests
+[typing-extensions](https://pypi.org/project/typing-extensions) | 4.16.0 | Backported and Experimental Type Hints for Python 3.9+
+[typing-inspection](https://pypi.org/project/typing-inspection) | 0.4.4 | Runtime typing introspection tools
+[tzdata](https://pypi.org/project/tzdata) | 2026.3 | Provider of IANA time zone data
+[tzlocal](https://pypi.org/project/tzlocal) | 5.4.4 | tzinfo object for the local timezone
+[uc-micro-py](https://pypi.org/project/uc-micro-py) | 2.0.0 | Micro subset of unicode data files for linkify-it-py projects.
+[ujson](https://pypi.org/project/ujson) | 6.0.0 | Ultra fast JSON encoder and decoder for Python
+[uncertainties](https://pypi.org/project/uncertainties) | 3.2.3 | calculations with values with uncertainties, error propagation
+[uri-template](https://pypi.org/project/uri-template) | 1.3.0 | RFC 6570 URI Template Processor
+[urllib3](https://pypi.org/project/urllib3) | 2.7.0 | HTTP library with thread-safe connection pooling, file post, and more.
+[uvicorn](https://pypi.org/project/uvicorn) | 0.51.0 | The lightning-fast ASGI server.
+[vega-datasets](https://pypi.org/project/vega-datasets) | 0.9.0 | A Python package for offline access to Vega datasets
+[waitress](https://pypi.org/project/waitress) | 3.0.2 | Waitress WSGI server
+[watchdog](https://pypi.org/project/watchdog) | 6.0.0 | Filesystem events monitoring
+[wcwidth](https://pypi.org/project/wcwidth) | 0.7.0 | Measures the displayed width of unicode strings in a terminal
+[webcolors](https://pypi.org/project/webcolors) | 25.10.0 | A library for working with the color formats defined by HTML and CSS.
+[webencodings](https://pypi.org/project/webencodings) | 0.5.1 | Character encoding aliases for legacy web content
+[websocket-client](https://pypi.org/project/websocket-client) | 1.9.0 | WebSocket client for Python with low level API options
+[websockets](https://pypi.org/project/websockets) | 15.0.1 | An implementation of the WebSocket Protocol (RFC 6455 & 7692)
+[whatthepatch](https://pypi.org/project/whatthepatch) | 1.0.7 | A patch parsing and application library.
+[wheel](https://pypi.org/project/wheel) | 0.47.0 | Command line tool for manipulating wheel files
+[widgetsnbextension](https://pypi.org/project/widgetsnbextension) | 4.0.15 | Jupyter interactive widgets for Jupyter Notebook
+[wppm](https://pypi.org/project/wppm) | 17.13.20260913 | pip companion: extras-aware dependency trees, offline wheelhouses, portable Pythons
+[wrapt](https://pypi.org/project/wrapt) | 2.4.0 | Module for decorators, wrappers and monkey patching.
+[wsproto](https://pypi.org/project/wsproto) | 1.3.2 | Pure-Python WebSocket protocol implementation
+[xarray](https://pypi.org/project/xarray) | 2026.7.0 | N-D labeled arrays and datasets in Python
+[xlsxwriter](https://pypi.org/project/xlsxwriter) | 3.2.9 | A Python module for creating Excel XLSX files.
+[xxhash](https://pypi.org/project/xxhash) | 4.0.1 | Python binding for xxHash
+[xyzservices](https://pypi.org/project/xyzservices) | 2026.3.0 | Source of XYZ tiles providers
+[yapf](https://pypi.org/project/yapf) | 0.43.0 | A formatter for Python code
+[yarl](https://pypi.org/project/yarl) | 1.24.5 | Yet another URL library
+[yt-dlp](https://pypi.org/project/yt-dlp) | 2026.7.4 | A feature-rich command-line audio/video downloader
+[zipp](https://pypi.org/project/zipp) | 4.1.0 | Backport of pathlib-compatible object wrapper for zip files
+
+
+### WheelHouse packages
+
+Name | Version | Description
+-----|---------|------------
+
+
+
diff --git a/changelogs/WinPythonslimf-64bit-3.15.0.5b3.md b/changelogs/WinPythonslimf-64bit-3.15.0.5b3.md
new file mode 100644
index 00000000..fc3f13c0
--- /dev/null
+++ b/changelogs/WinPythonslimf-64bit-3.15.0.5b3.md
@@ -0,0 +1,416 @@
+## WinPython 3.15.0.5slimf
+
+The following packages are included in WinPython-64bit v3.15.0.5slimf b3.
+
+
+### Tools
+
+Name | Version | Description
+-----|---------|------------
+[Pandoc](https://pandoc.org) | 3.1.9 | an universal document converter
+[Python](http://www.python.org/) | 3.15.0rc2 | Python programming language with standard library
+
+
+### Python packages
+
+Name | Version | Description
+-----|---------|------------
+[absl-py](https://pypi.org/project/absl-py) | 2.5.0 | Abseil Python Common Libraries, see https://github.com/abseil/abseil-py.
+[aiofile](https://pypi.org/project/aiofile) | 3.12.3 | Asynchronous file operations.
+[aiofiles](https://pypi.org/project/aiofiles) | 25.1.0 | File support for asyncio.
+[aiohappyeyeballs](https://pypi.org/project/aiohappyeyeballs) | 2.7.1 | Happy Eyeballs for asyncio
+[aiosignal](https://pypi.org/project/aiosignal) | 1.4.0 | aiosignal: a list of registered asynchronous callbacks
+[aiosqlite](https://pypi.org/project/aiosqlite) | 0.22.1 | asyncio bridge to the standard sqlite3 module
+[alabaster](https://pypi.org/project/alabaster) | 1.0.0 | A light, configurable Sphinx theme
+[alembic](https://pypi.org/project/alembic) | 1.18.5 | A database migration tool for SQLAlchemy.
+[altair](https://pypi.org/project/altair) | 6.2.2 | Vega-Altair: A declarative statistical visualization library for Python.
+[annotated-doc](https://pypi.org/project/annotated-doc) | 0.0.5 | Document parameters, class attributes, return types, and variables inline, with Annotated.
+[annotated-types](https://pypi.org/project/annotated-types) | 0.8.0 | Reusable constraint types to use with typing.Annotated
+[anthropic](https://pypi.org/project/anthropic) | 1.11.0 | The official Python library for the anthropic API
+[anyio](https://pypi.org/project/anyio) | 4.14.2 | High-level concurrency and networking framework on top of asyncio or Trio
+[anywidget](https://pypi.org/project/anywidget) | 0.11.0 | custom jupyter widgets made easy
+[appdirs](https://pypi.org/project/appdirs) | 1.4.4 | A small Python module for determining appropriate platform-specific dirs, e.g. a "user data dir".
+[argcomplete](https://pypi.org/project/argcomplete) | 3.7.2 | Bash tab completion for argparse
+[argon2-cffi](https://pypi.org/project/argon2-cffi) | 25.1.0 | Argon2 for Python
+[argon2-cffi-bindings](https://pypi.org/project/argon2-cffi-bindings) | 26.1.0 | Low-level CFFI bindings for Argon2
+[array-api-compat](https://pypi.org/project/array-api-compat) | 1.15.0 | A wrapper around NumPy and other array libraries to make them compatible with the Array API standard
+[arrow](https://pypi.org/project/arrow) | 1.4.0 | Better dates & times for Python
+[asgi-csrf](https://pypi.org/project/asgi-csrf) | 0.11 | ASGI middleware for protecting against CSRF attacks
+[asgiref](https://pypi.org/project/asgiref) | 3.12.1 | ASGI specs, helper code, and adapters
+[asn1crypto](https://pypi.org/project/asn1crypto) | 1.5.1 | Fast ASN.1 parser and serializer with definitions for private keys, public keys, certificates, CRL, OCSP, CMS, PKCS#3, PKCS#7, PKCS#8, PKCS#12,
+[ast-serialize](https://pypi.org/project/ast-serialize) | 0.8.0 | Python bindings for mypy AST serialization
+[asteval](https://pypi.org/project/asteval) | 1.0.9 | Safe, minimalistic evaluator of python expression using ast module
+[astroid](https://pypi.org/project/astroid) | 4.0.4 | An abstract syntax tree for Python with inference support.
+[asttokens](https://pypi.org/project/asttokens) | 3.0.2 | Annotate AST trees with source code positions
+[async-lru](https://pypi.org/project/async-lru) | 2.3.0 | Simple LRU cache for asyncio
+[attrs](https://pypi.org/project/attrs) | 26.1.0 | Classes Without Boilerplate
+[autopep8](https://pypi.org/project/autopep8) | 2.3.2 | A tool that automatically formats Python code to conform to the PEP 8 style guide
+[azure-core](https://pypi.org/project/azure-core) | 1.41.0 | Microsoft Azure Core Library for Python
+[azure-cosmos](https://pypi.org/project/azure-cosmos) | 4.16.1 | Microsoft Azure Cosmos Client Library for Python
+[babel](https://pypi.org/project/babel) | 2.18.0 | Internationalization utilities
+[baresql](https://pypi.org/project/baresql) | 1.0.0 | playing SQL directly on Python datas
+[beartype](https://pypi.org/project/beartype) | 0.22.9 | Unbearably fast near-real-time pure-Python runtime-static type-checker.
+[beautifulsoup4](https://pypi.org/project/beautifulsoup4) | 4.15.0 | Screen-scraping library
+[binaryornot](https://pypi.org/project/binaryornot) | 0.6.0 | Ultra-lightweight pure Python package to check if a file is binary or text.
+[black](https://pypi.org/project/black) | 26.5.1 | The uncompromising code formatter.
+[bleach](https://pypi.org/project/bleach) | 6.4.0 | An easy safelist-based HTML-sanitizing tool.
+[blinker](https://pypi.org/project/blinker) | 1.9.0 | Fast, simple object-to-object and broadcast signaling
+[branca](https://pypi.org/project/branca) | 0.8.2 | Generate complex HTML+JS pages with Python
+[build](https://pypi.org/project/build) | 1.5.0 | A simple, correct Python build frontend
+[cachetools](https://pypi.org/project/cachetools) | 7.1.4 | Extensible memoizing collections and decorators
+[caio](https://pypi.org/project/caio) | 0.12.2 | Asynchronous file IO for Linux MacOS or Windows.
+[cattrs](https://pypi.org/project/cattrs) | 26.1.0 | Composable complex class support for attrs and dataclasses.
+[certifi](https://pypi.org/project/certifi) | 2026.1.4 | Python package for providing Mozilla's CA Bundle.
+[cffi](https://pypi.org/project/cffi) | 2.1.1 | Foreign Function Interface for Python calling C code.
+[chardet](https://pypi.org/project/chardet) | 7.6.0 | Universal character encoding detector
+[charset-normalizer](https://pypi.org/project/charset-normalizer) | 3.5.1 | The Real First Universal Charset Detector. Open, modern and actively maintained alternative to Chardet.
+[click](https://pypi.org/project/click) | 8.4.2 | Composable command line interface toolkit
+[click-default-group](https://pypi.org/project/click-default-group) | 1.2.4 | click_default_group
+[cloudpickle](https://pypi.org/project/cloudpickle) | 3.1.2 | Pickler class to extend the standard pickle.Pickler functionality
+[colorama](https://pypi.org/project/colorama) | 0.4.6 | Cross-platform colored terminal text.
+[colorcet](https://pypi.org/project/colorcet) | 3.2.1 | Collection of perceptually uniform colormaps
+[colorlog](https://pypi.org/project/colorlog) | 6.12.0 | Add colours to the output of Python's logging module.
+[comm](https://pypi.org/project/comm) | 0.2.3 | Jupyter Python Comm implementation, for usage in ipykernel, xeus-python etc.
+[contourpy](https://pypi.org/project/contourpy) | 1.4.0 | Python library for calculating contours of 2D quadrilateral grids
+[cycler](https://pypi.org/project/cycler) | 0.12.1 | Composable style cycles
+[cython](https://pypi.org/project/cython) | 3.3.0 | The Cython compiler for writing C extensions in the Python language.
+[debugpy](https://pypi.org/project/debugpy) | 1.8.21 | An implementation of the Debug Adapter Protocol for Python
+[decorator](https://pypi.org/project/decorator) | 5.3.1 | Decorators for Humans
+[defusedxml](https://pypi.org/project/defusedxml) | 0.7.1 | XML bomb protection for Python stdlib modules
+[diff-match-patch](https://pypi.org/project/diff-match-patch) | 20241021 | Repackaging of Google's Diff Match and Patch libraries.
+[dill](https://pypi.org/project/dill) | 0.4.1 | serialize all of Python
+[distro](https://pypi.org/project/distro) | 1.9.0 | Distro - an OS platform information API
+[dnspython](https://pypi.org/project/dnspython) | 2.8.0 | DNS toolkit
+[docstring-parser](https://pypi.org/project/docstring-parser) | 0.18.0 | Parse Python docstrings in reST, Google and Numpydoc format
+[docstring-to-markdown](https://pypi.org/project/docstring-to-markdown) | 0.17 | On the fly conversion of Python docstrings to markdown
+[docutils](https://pypi.org/project/docutils) | 0.22.4 | Docutils -- Python Documentation Utilities
+[email-validator](https://pypi.org/project/email-validator) | 2.3.0 | A robust email address syntax and deliverability validation library.
+[entrypoints](https://pypi.org/project/entrypoints) | 0.4 | Discover and load entry points from installed packages.
+[et-xmlfile](https://pypi.org/project/et-xmlfile) | 2.0.0 | An implementation of lxml.xmlfile for the standard library
+[eval-type-backport](https://pypi.org/project/eval-type-backport) | 0.3.1 | Like `typing._eval_type`, but lets older Python versions use newer typing features.
+[exceptiongroup](https://pypi.org/project/exceptiongroup) | 1.3.1 | Backport of PEP 654 (exception groups)
+[executing](https://pypi.org/project/executing) | 2.2.1 | Get the currently executing AST node of a frame, and other information
+[faker](https://pypi.org/project/faker) | 40.28.1 | Faker is a Python package that generates fake data for you.
+[fasta2a](https://pypi.org/project/fasta2a) | 0.6.1 | Convert an AI Agent into a A2A server! ✨
+[fastapi](https://pypi.org/project/fastapi) | 0.141.1 | FastAPI framework, high performance, easy to learn, fast to code, ready for production
+[fastjsonschema](https://pypi.org/project/fastjsonschema) | 2.22.2 | Fastest Python implementation of JSON schema
+[filelock](https://pypi.org/project/filelock) | 3.32.2 | A platform independent file lock.
+[flake8](https://pypi.org/project/flake8) | 7.3.0 | the modular source code checker: pep8 pyflakes and co
+[flask](https://pypi.org/project/flask) | 3.1.3 | A simple framework for building complex web applications.
+[flatbuffers](https://pypi.org/project/flatbuffers) | 25.12.19 | The FlatBuffers serialization format for Python
+[flexcache](https://pypi.org/project/flexcache) | 0.3 | Saves and loads to the cache a transformed versions of a source object.
+[flexparser](https://pypi.org/project/flexparser) | 0.4 | Parsing made fun ... using typing.
+[flit](https://pypi.org/project/flit) | 3.12.0 | A simple packaging tool for simple packages.
+[flit-core](https://pypi.org/project/flit-core) | 4.0.2 | Distribution-building parts of Flit. See flit package for more information
+[folium](https://pypi.org/project/folium) | 0.20.0 | Make beautiful maps with Leaflet.js & Python
+[fonttools](https://pypi.org/project/fonttools) | 4.65.0 | Tools to manipulate font files
+[formulaic](https://pypi.org/project/formulaic) | 1.2.2 | An implementation of Wilkinson formulas.
+[foundry-local-sdk](https://pypi.org/project/foundry-local-sdk) | 0.5.1 | Foundry Local Manager Python SDK: Control-plane SDK for Foundry Local.
+[fqdn](https://pypi.org/project/fqdn) | 1.5.1 | Validates fully-qualified domain names against RFC 1123, so that they are acceptable to modern bowsers
+[frozenlist](https://pypi.org/project/frozenlist) | 1.8.0 | A list-like structure which implements collections.abc.MutableSequence
+[fsspec](https://pypi.org/project/fsspec) | 2026.7.0 | File-system specification
+[fuzzywuzzy](https://pypi.org/project/fuzzywuzzy) | 0.18.0 | Fuzzy string matching in python
+[genai-prices](https://pypi.org/project/genai-prices) | 0.0.60 | Calculate prices for calling LLM inference APIs.
+[geographiclib](https://pypi.org/project/geographiclib) | 2.1 | The geodesic routines from GeographicLib
+[geopy](https://pypi.org/project/geopy) | 2.5.0 | Python Geocoding Toolbox
+[gitdb](https://pypi.org/project/gitdb) | 4.0.12 | Git Object Database
+[gitpython](https://pypi.org/project/gitpython) | 3.1.62 | GitPython is a Python library used to interact with Git repositories
+[graphene](https://pypi.org/project/graphene) | 3.4.3 | GraphQL Framework for Python
+[graphql-core](https://pypi.org/project/graphql-core) | 3.2.11 | GraphQL implementation for Python, a port of GraphQL.js, the JavaScript reference implementation for GraphQL.
+[graphql-relay](https://pypi.org/project/graphql-relay) | 3.2.0 | Relay library for graphql-core
+[greenlet](https://pypi.org/project/greenlet) | 3.5.5 | Lightweight in-process concurrent programming
+[griffe](https://pypi.org/project/griffe) | 1.15.0 | Signatures for entire Python programs.
+[griffelib](https://pypi.org/project/griffelib) | 2.1.0 | Signatures for entire Python programs.
+[h11](https://pypi.org/project/h11) | 0.16.0 | A pure-Python, bring-your-own-I/O implementation of HTTP/1.1
+[h2](https://pypi.org/project/h2) | 4.4.1 | Pure-Python HTTP/2 protocol implementation
+[hatchling](https://pypi.org/project/hatchling) | 1.32.0 | Modern, extensible Python build backend
+[hpack](https://pypi.org/project/hpack) | 4.2.0 | Pure-Python HPACK header encoding
+[html5lib](https://pypi.org/project/html5lib) | 1.1 | HTML parser based on the WHATWG HTML specification
+[httpcore](https://pypi.org/project/httpcore) | 1.0.9 | A minimal low-level HTTP client.
+[httpcore2](https://pypi.org/project/httpcore2) | 2.13.0 | A minimal low-level HTTP client.
+[httpie](https://pypi.org/project/httpie) | 3.2.4 | HTTPie: modern, user-friendly command-line HTTP client for the API era.
+[httpx](https://pypi.org/project/httpx) | 0.28.1 | The next generation HTTP client.
+[httpx-sse](https://pypi.org/project/httpx-sse) | 0.4.3 | Consume Server-Sent Event (SSE) messages with HTTPX.
+[httpx2](https://pypi.org/project/httpx2) | 2.13.0 | The next generation HTTP client.
+[hupper](https://pypi.org/project/hupper) | 1.12.1 | Integrated process monitor for developing and reloading daemons.
+[hypercorn](https://pypi.org/project/hypercorn) | 0.18.0 | A ASGI Server based on Hyper libraries and inspired by Gunicorn
+[hyperframe](https://pypi.org/project/hyperframe) | 6.1.0 | Pure-Python HTTP/2 framing
+[hypothesis](https://pypi.org/project/hypothesis) | 6.155.2 | The property-based testing library for Python
+[id](https://pypi.org/project/id) | 1.6.1 | A tool for generating OIDC identities
+[idna](https://pypi.org/project/idna) | 3.18 | Internationalized Domain Names in Applications (IDNA)
+[imageio](https://pypi.org/project/imageio) | 2.37.4 | Read and write images and video across all major formats. Supports scientific and volumetric data.
+[imagesize](https://pypi.org/project/imagesize) | 1.4.1 | Getting image size from png/jpeg/jpeg2000/gif file
+[imbalanced-learn](https://pypi.org/project/imbalanced-learn) | 0.14.2 | Toolbox for imbalanced dataset in machine learning
+[importlib-metadata](https://pypi.org/project/importlib-metadata) | 8.7.1 | Read metadata from Python packages
+[inflection](https://pypi.org/project/inflection) | 0.5.1 | A port of Ruby on Rails inflector to Python
+[iniconfig](https://pypi.org/project/iniconfig) | 2.3.0 | brain-dead simple config-ini parsing
+[interface-meta](https://pypi.org/project/interface-meta) | 2.0.1 | `interface_meta` provides a convenient way to expose an extensible API with enforced method signatures and consistent documentation.
+[intervaltree](https://pypi.org/project/intervaltree) | 3.2.1 | Editable interval tree data structure for Python 2 and 3
+[ipycanvas](https://pypi.org/project/ipycanvas) | 0.14.3 | Interactive widgets library exposing the browser's Canvas API
+[ipyleaflet](https://pypi.org/project/ipyleaflet) | 0.20.0 | A Jupyter widget for dynamic Leaflet maps
+[ipympl](https://pypi.org/project/ipympl) | 0.10.0 | Matplotlib Jupyter Extension
+[ipython](https://pypi.org/project/ipython) | 9.12.0 | IPython: Productive Interactive Computing
+[ipython-genutils](https://pypi.org/project/ipython-genutils) | 0.2.0 | Vestigial utilities from IPython
+[ipython-pygments-lexers](https://pypi.org/project/ipython-pygments-lexers) | 1.1.1 | Defines a variety of Pygments lexers for highlighting IPython code.
+[ipython-sql](https://pypi.org/project/ipython-sql) | 0.5.0 | RDBMS access via IPython
+[ipywidgets](https://pypi.org/project/ipywidgets) | 8.1.8 | Jupyter interactive widgets
+[isoduration](https://pypi.org/project/isoduration) | 20.11.0 | Operations with ISO 8601 durations
+[isort](https://pypi.org/project/isort) | 8.0.1 | A Python utility / library to sort Python imports.
+[itsdangerous](https://pypi.org/project/itsdangerous) | 2.2.0 | Safely pass data to untrusted environments and back.
+[janus](https://pypi.org/project/janus) | 2.0.0 | Mixed sync-async queue to interoperate between asyncio tasks and classic threads
+[jaraco-classes](https://pypi.org/project/jaraco-classes) | 3.4.0 | Utility functions for Python class constructs
+[jaraco-context](https://pypi.org/project/jaraco-context) | 6.1.2 | Useful decorators and context managers
+[jaraco-functools](https://pypi.org/project/jaraco-functools) | 4.6.0 | Functools like those found in stdlib
+[jedi](https://pypi.org/project/jedi) | 0.20.0 | An autocompletion tool for Python that can be used for text editors.
+[jellyfish](https://pypi.org/project/jellyfish) | 0.8.7 | a library for doing approximate and phonetic matching of strings.
+[jinja2](https://pypi.org/project/jinja2) | 3.1.6 | A very fast and expressive template engine.
+[jiter](https://pypi.org/project/jiter) | 0.17.0 | Fast iterable JSON parser.
+[joblib](https://pypi.org/project/joblib) | 1.5.3 | Lightweight pipelining with Python functions
+[json5](https://pypi.org/project/json5) | 0.15.0 | A Python implementation of the JSON5 data format.
+[jsonpatch](https://pypi.org/project/jsonpatch) | 1.33 | Apply JSON-Patches (RFC 6902)
+[jsonpath-python](https://pypi.org/project/jsonpath-python) | 1.0.6 | A more powerful JSONPath implementation in modern python
+[jsonpointer](https://pypi.org/project/jsonpointer) | 3.1.1 | Identify specific nodes in a JSON document (RFC 6901)
+[jsonschema](https://pypi.org/project/jsonschema) | 4.26.0 | An implementation of JSON Schema validation for Python
+[jsonschema-specifications](https://pypi.org/project/jsonschema-specifications) | 2025.9.1 | The JSON Schema meta-schemas and vocabularies, exposed as a Registry
+[julia](https://pypi.org/project/julia) | 0.6.2 | Julia/Python bridge with IPython support.
+[jupyter-builder](https://pypi.org/project/jupyter-builder) | 1.2.2 | JupyterLab build tools
+[jupyter-core](https://pypi.org/project/jupyter-core) | 5.9.1 | Jupyter core package. A base package on which Jupyter projects rely.
+[jupyter-leaflet](https://pypi.org/project/jupyter-leaflet) | 0.20.0 | ipyleaflet extensions for JupyterLab and Jupyter Notebook
+[jupyterlab-pygments](https://pypi.org/project/jupyterlab-pygments) | 0.3.0 | Pygments theme using JupyterLab CSS variables
+[jupyterlab-widgets](https://pypi.org/project/jupyterlab-widgets) | 3.0.17 | Jupyter interactive widgets for JupyterLab
+[keyring](https://pypi.org/project/keyring) | 25.7.0 | Store and access your passwords safely.
+[kiwisolver](https://pypi.org/project/kiwisolver) | 1.5.1 | A fast implementation of the Cassowary constraint solver
+[lark](https://pypi.org/project/lark) | 1.3.1 | a modern parsing library
+[lazy-loader](https://pypi.org/project/lazy-loader) | 0.5 | Makes it easy to load subpackages and functions on demand.
+[librt](https://pypi.org/project/librt) | 0.15.0 | Mypyc runtime library
+[linkify-it-py](https://pypi.org/project/linkify-it-py) | 2.0.3 | Links recognition library with FULL unicode support.
+[lmfit](https://pypi.org/project/lmfit) | 1.3.4 | Least-Squares Minimization with Bounds and Constraints
+[locket](https://pypi.org/project/locket) | 1.0.0 | File-based locks for Python on Linux and Windows
+[logfire-api](https://pypi.org/project/logfire-api) | 4.33.0 | Shim for the Logfire SDK which does nothing unless Logfire is installed
+[lsprotocol](https://pypi.org/project/lsprotocol) | 2025.0.0 | Python types for Language Server Protocol.
+[lxml](https://pypi.org/project/lxml) | 6.1.3 | Powerful and Pythonic XML processing library combining libxml2/libxslt with the ElementTree API.
+[mako](https://pypi.org/project/mako) | 1.3.12 | A super-fast templating language that borrows the best ideas from the existing templating languages.
+[markdown](https://pypi.org/project/markdown) | 3.10.2 | Python implementation of John Gruber's Markdown.
+[markdown-it-py](https://pypi.org/project/markdown-it-py) | 4.2.0 | Python port of markdown-it. Markdown parsing, done right!
+[markdownify](https://pypi.org/project/markdownify) | 1.2.3 | Convert HTML to markdown.
+[markupsafe](https://pypi.org/project/markupsafe) | 3.0.4 | Safely add untrusted strings to HTML/XML markup.
+[matplotlib](https://pypi.org/project/matplotlib) | 3.11.2 | Python plotting package
+[matplotlib-inline](https://pypi.org/project/matplotlib-inline) | 0.2.2 | Inline Matplotlib backend for Jupyter
+[maturin](https://pypi.org/project/maturin) | 1.14.1 | Build and publish crates with pyo3, cffi and uniffi bindings as well as rust binaries as python packages
+[mccabe](https://pypi.org/project/mccabe) | 0.7.0 | McCabe checker, plugin for flake8
+[mdit-py-plugins](https://pypi.org/project/mdit-py-plugins) | 0.6.1 | Collection of plugins for markdown-it-py
+[mdurl](https://pypi.org/project/mdurl) | 0.1.2 | Markdown URL utilities
+[mercantile](https://pypi.org/project/mercantile) | 1.2.1 | Web mercator XYZ tile utilities
+[mergedeep](https://pypi.org/project/mergedeep) | 1.3.4 | A deep merge function for 🐍.
+[missingno](https://pypi.org/project/missingno) | 0.5.2 | Missing data visualization module for Python.
+[mistune](https://pypi.org/project/mistune) | 3.3.4 | A sane and fast Markdown parser with useful plugins and renderers
+[mizani](https://pypi.org/project/mizani) | 0.14.4 | Scales for Python
+[ml-dtypes](https://pypi.org/project/ml-dtypes) | 0.6.0 | ml_dtypes is a stand-alone implementation of several NumPy dtype extensions used in machine learning.
+[mlxtend](https://pypi.org/project/mlxtend) | 0.25.0 | Machine Learning Library Extensions
+[more-itertools](https://pypi.org/project/more-itertools) | 11.1.0 | More routines for operating on iterables, beyond itertools
+[mpld3](https://pypi.org/project/mpld3) | 0.5.12 | D3 Viewer for Matplotlib
+[mpmath](https://pypi.org/project/mpmath) | 1.3.0 | Python library for arbitrary-precision floating-point arithmetic
+[multidict](https://pypi.org/project/multidict) | 6.7.1 | multidict implementation
+[multipledispatch](https://pypi.org/project/multipledispatch) | 1.0.0 | Multiple dispatch
+[mypy](https://pypi.org/project/mypy) | 2.3.0 | Optional static typing for Python
+[mypy-extensions](https://pypi.org/project/mypy-extensions) | 1.1.0 | Type system extensions for programs checked with the mypy type checker.
+[mysql-connector-python](https://pypi.org/project/mysql-connector-python) | 26.7.0 | A self-contained Python driver for communicating with MySQL servers, using an API that is compliant with the Python Database API Specification v
+[namex](https://pypi.org/project/namex) | 0.1.0 | A simple utility to separate the implementation of your Python package and its public API surface.
+[narwhals](https://pypi.org/project/narwhals) | 2.24.0 | Extremely lightweight compatibility layer between dataframe libraries
+[nbformat](https://pypi.org/project/nbformat) | 5.10.4 | The Jupyter Notebook format
+[nest-asyncio](https://pypi.org/project/nest-asyncio) | 1.6.0 | Patch asyncio to allow nested event loops
+[networkx](https://pypi.org/project/networkx) | 3.6.1 | Python package for creating and manipulating graphs and networks
+[nltk](https://pypi.org/project/nltk) | 3.10.3 | Natural Language Toolkit
+[numpy](https://pypi.org/project/numpy) | 2.5.2 | Fundamental package for array computing in Python
+[openpyxl](https://pypi.org/project/openpyxl) | 3.1.5 | A Python library to read/write Excel 2010 xlsx/xlsm files
+[opentelemetry-api](https://pypi.org/project/opentelemetry-api) | 1.41.1 | OpenTelemetry Python API
+[opentelemetry-semantic-conventions](https://pypi.org/project/opentelemetry-semantic-conventions) | 0.62b1 | OpenTelemetry Semantic Conventions
+[optree](https://pypi.org/project/optree) | 0.20.0 | Optimized PyTree Utilities.
+[outcome](https://pypi.org/project/outcome) | 1.3.0.post0 | Capture the outcome of Python function calls.
+[packaging](https://pypi.org/project/packaging) | 26.2 | Core utilities for Python packages
+[pandas](https://pypi.org/project/pandas) | 3.0.6 | Powerful data structures for data analysis, time series, and statistics
+[pandocfilters](https://pypi.org/project/pandocfilters) | 1.5.1 | Utilities for writing pandoc filters in python
+[param](https://pypi.org/project/param) | 2.4.1 | Declarative parameters for robust Python classes and a rich API for reactive programming
+[parso](https://pypi.org/project/parso) | 0.8.7 | A Python Parser
+[partd](https://pypi.org/project/partd) | 1.4.2 | Appendable key-value storage
+[pathspec](https://pypi.org/project/pathspec) | 1.1.1 | Utility library for gitignore style pattern matching of file paths.
+[patsy](https://pypi.org/project/patsy) | 1.0.2 | A Python package for describing statistical models and for building design matrices.
+[pep8](https://pypi.org/project/pep8) | 1.7.1 | Python style guide checker
+[pexpect](https://pypi.org/project/pexpect) | 4.9.0 | Pexpect allows easy control of interactive console applications.
+[pg8000](https://pypi.org/project/pg8000) | 1.31.5 | PostgreSQL interface library
+[pickleshare](https://pypi.org/project/pickleshare) | 0.7.5 | Tiny 'shelve'-like database with concurrency support
+[pillow](https://pypi.org/project/pillow) | 12.3.0 | Python Imaging Library (fork)
+[pip](https://pypi.org/project/pip) | 26.2.1 | The PyPA recommended tool for installing Python packages.
+[pipdeptree](https://pypi.org/project/pipdeptree) | 3.1.0 | Command line utility to show dependency tree of packages.
+[platformdirs](https://pypi.org/project/platformdirs) | 4.11.3 | A small Python package for determining appropriate platform-specific dirs, e.g. a `user data dir`.
+[plotly](https://pypi.org/project/plotly) | 6.9.0 | An open-source interactive data visualization library for Python
+[plotnine](https://pypi.org/project/plotnine) | 0.15.8 | A Grammar of Graphics for Python
+[pluggy](https://pypi.org/project/pluggy) | 1.6.0 | plugin and hook calling mechanisms for python
+[prettytable](https://pypi.org/project/prettytable) | 3.18.0 | A simple Python library for easily displaying tabular data in a visually appealing ASCII table format
+[priority](https://pypi.org/project/priority) | 2.0.0 | A pure-Python implementation of the HTTP/2 priority tree
+[prometheus-client](https://pypi.org/project/prometheus-client) | 0.26.0 | Python client for the Prometheus monitoring system.
+[prompt-toolkit](https://pypi.org/project/prompt-toolkit) | 3.0.53 | Library for building powerful interactive command lines in Python
+[propcache](https://pypi.org/project/propcache) | 0.5.2 | Accelerated property cache
+[protobuf](https://pypi.org/project/protobuf) | 7.35.1 | 
+[psygnal](https://pypi.org/project/psygnal) | 0.16.1 | Fast python callback/event system modeled after Qt Signals
+[ptpython](https://pypi.org/project/ptpython) | 3.0.32 | Python REPL build on top of prompt_toolkit
+[ptyprocess](https://pypi.org/project/ptyprocess) | 0.7.0 | Run a subprocess in a pseudo terminal
+[pure-eval](https://pypi.org/project/pure-eval) | 0.2.3 | Safely evaluate AST nodes without side effects
+[py-key-value-aio](https://pypi.org/project/py-key-value-aio) | 0.4.5 | Async Key-Value Store - A pluggable interface for KV Stores
+[pyasn1](https://pypi.org/project/pyasn1) | 0.6.4 | Pure-Python implementation of ASN.1 types and DER/BER/CER codecs (X.208)
+[pyasn1-modules](https://pypi.org/project/pyasn1-modules) | 0.4.2 | A collection of ASN.1-based protocols modules
+[pybind11](https://pypi.org/project/pybind11) | 3.1.0 | Seamless operability between C++11 and Python
+[pycodestyle](https://pypi.org/project/pycodestyle) | 2.14.0 | Python style guide checker
+[pycparser](https://pypi.org/project/pycparser) | 3.0 | C parser in Python
+[pyct](https://pypi.org/project/pyct) | 0.6.0 | Python package common tasks for users (e.g. copy examples, fetch data, ...)
+[pydantic](https://pypi.org/project/pydantic) | 2.14.0b2 | Data validation using Python type hints
+[pydantic-ai-slim](https://pypi.org/project/pydantic-ai-slim) | 1.106.0 | Agent Framework / shim to use Pydantic with LLMs, slim package
+[pydantic-core](https://pypi.org/project/pydantic-core) | 2.49.0 | Core functionality for Pydantic validation and serialization
+[pydantic-graph](https://pypi.org/project/pydantic-graph) | 1.106.0 | Graph and state machine library
+[pydocstyle](https://pypi.org/project/pydocstyle) | 6.3.0 | Python docstring style checker
+[pydot](https://pypi.org/project/pydot) | 4.0.1 | Python interface to Graphviz's Dot
+[pyflakes](https://pypi.org/project/pyflakes) | 3.4.0 | passive checker of Python programs
+[pygments](https://pypi.org/project/pygments) | 2.20.0 | Pygments is a syntax highlighting package written in Python.
+[pyjwt](https://pypi.org/project/pyjwt) | 2.15.1 | JSON Web Token implementation in Python
+[pylint](https://pypi.org/project/pylint) | 4.0.6 | python code static checker
+[pylint-venv](https://pypi.org/project/pylint-venv) | 3.0.4 | pylint-venv provides a Pylint init-hook to use the same Pylint installation with different virtual environments.
+[pyomo](https://pypi.org/project/pyomo) | 6.10.1 | The Pyomo optimization modeling framework
+[pypandoc](https://pypi.org/project/pypandoc) | 1.15 | Thin wrapper for pandoc.
+[pyparsing](https://pypi.org/project/pyparsing) | 3.3.2 | pyparsing - Classes and methods to define and execute parsing grammars
+[pypdf](https://pypi.org/project/pypdf) | 6.19.0 | A pure-python PDF library capable of splitting, merging, cropping, and transforming PDF files
+[pyperclip](https://pypi.org/project/pyperclip) | 1.11.0 | A cross-platform clipboard module for Python. (Only handles plain text for now.)
+[pyproject-hooks](https://pypi.org/project/pyproject-hooks) | 1.2.0 | Wrappers to call pyproject.toml-based build backend hooks.
+[pyserial](https://pypi.org/project/pyserial) | 3.5 | Python Serial Port Extension
+[pysocks](https://pypi.org/project/pysocks) | 1.7.1 | A Python SOCKS client module. See https://github.com/Anorov/PySocks for more information.
+[pytest](https://pypi.org/project/pytest) | 9.0.3 | pytest: simple powerful testing with Python
+[python-barcode](https://pypi.org/project/python-barcode) | 0.16.1 | Create standard barcodes with Python. No external modules needed. (optional Pillow support included).
+[python-dateutil](https://pypi.org/project/python-dateutil) | 2.9.0.post0 | Extensions to the standard Python datetime module
+[python-dotenv](https://pypi.org/project/python-dotenv) | 1.2.2 | Read key-value pairs from a .env file and set them as environment variables
+[python-json-logger](https://pypi.org/project/python-json-logger) | 4.2.0 | JSON Log Formatter for the Python Logging Package
+[python-multipart](https://pypi.org/project/python-multipart) | 0.0.32 | A streaming multipart parser for Python
+[python-slugify](https://pypi.org/project/python-slugify) | 8.0.4 | A Python slugify application that also handles Unicode
+[pytokens](https://pypi.org/project/pytokens) | 0.4.1 | A Fast, spec compliant Python 3.14+ tokenizer that runs on older Pythons.
+[pytoolconfig](https://pypi.org/project/pytoolconfig) | 1.3.1 | Python tool configuration
+[pyuca](https://pypi.org/project/pyuca) | 1.2 | a Python implementation of the Unicode Collation Algorithm
+[pyusb](https://pypi.org/project/pyusb) | 1.3.1 | Easy USB access for Python
+[pyvisa](https://pypi.org/project/pyvisa) | 1.16.2 | Python VISA bindings for GPIB, RS232, TCPIP and USB instruments
+[pyviz-comms](https://pypi.org/project/pyviz-comms) | 3.0.6 | A JupyterLab extension for rendering HoloViz content.
+[pywavelets](https://pypi.org/project/pywavelets) | 1.10.0 | PyWavelets, wavelet transform module
+[pywin32-ctypes](https://pypi.org/project/pywin32-ctypes) | 0.2.3 | A (partial) reimplementation of pywin32 using ctypes/cffi
+[pyzmq](https://pypi.org/project/pyzmq) | 27.2.0 | Python bindings for 0MQ
+[qrcode](https://pypi.org/project/qrcode) | 8.2 | QR Code image generator
+[quart](https://pypi.org/project/quart) | 0.20.0 | A Python ASGI web framework with the same API as Flask
+[rapidfuzz](https://pypi.org/project/rapidfuzz) | 3.14.6 | rapid fuzzy string matching
+[referencing](https://pypi.org/project/referencing) | 0.37.0 | JSON Referencing + Python
+[regex](https://pypi.org/project/regex) | 2026.9.10 | Alternative regular expression module, to replace re.
+[reportlab](https://pypi.org/project/reportlab) | 5.0.0 | The Reportlab Toolkit
+[requests](https://pypi.org/project/requests) | 2.34.2 | Python HTTP for Humans.
+[requests-toolbelt](https://pypi.org/project/requests-toolbelt) | 1.0.0 | A utility belt for advanced users of python-requests
+[rfc3339-validator](https://pypi.org/project/rfc3339-validator) | 0.1.4 | A pure python RFC3339 validator
+[rfc3986](https://pypi.org/project/rfc3986) | 2.0.0 | Validating URI References per RFC 3986
+[rfc3986-validator](https://pypi.org/project/rfc3986-validator) | 0.1.1 | Pure python rfc3986 validator
+[rfc3987-syntax](https://pypi.org/project/rfc3987-syntax) | 1.1.0 | Helper functions to syntactically validate strings according to RFC 3987.
+[rich](https://pypi.org/project/rich) | 15.0.0 | Render rich text, tables, progress bars, syntax highlighting, markdown and more to the terminal
+[roman-numerals](https://pypi.org/project/roman-numerals) | 4.1.0 | Manipulate well-formed Roman numerals
+[rope](https://pypi.org/project/rope) | 1.14.0 | a python refactoring library...
+[rpds-py](https://pypi.org/project/rpds-py) | 2026.6.3 | Python bindings to Rust's persistent data structures (rpds)
+[rsa](https://pypi.org/project/rsa) | 4.9.1 | Pure-Python RSA implementation
+[rtree](https://pypi.org/project/rtree) | 1.4.1 | R-Tree spatial index for Python GIS
+[ruff](https://pypi.org/project/ruff) | 0.16.1 | An extremely fast Python linter and code formatter, written in Rust.
+[rx](https://pypi.org/project/rx) | 3.2.0 | Reactive Extensions (Rx) for Python
+[scikit-learn](https://pypi.org/project/scikit-learn) | 1.9.1 | A set of python modules for machine learning and data mining
+[scipy](https://pypi.org/project/scipy) | 1.18.1 | Fundamental algorithms for scientific computing in Python
+[scramp](https://pypi.org/project/scramp) | 1.4.17 | An implementation of the SCRAM protocol.
+[scs](https://pypi.org/project/scs) | 3.3.1 | Splitting conic solver
+[seaborn](https://pypi.org/project/seaborn) | 0.13.2 | Statistical data visualization
+[send2trash](https://pypi.org/project/send2trash) | 2.1.0 | Send file to trash natively under Mac OS X, Windows and Linux
+[setuptools](https://pypi.org/project/setuptools) | 83.0.0 | Most extensible Python build backend with support for C/C++ extension modules
+[shellingham](https://pypi.org/project/shellingham) | 1.5.4 | Tool to Detect Surrounding Shell
+[simplejson](https://pypi.org/project/simplejson) | 4.1.2 | Simple, fast, extensible JSON encoder/decoder for Python
+[simpy](https://pypi.org/project/simpy) | 4.1.2 | Event discrete, process based simulation for Python.
+[six](https://pypi.org/project/six) | 1.17.0 | Python 2 and 3 compatibility utilities
+[sklearn-compat](https://pypi.org/project/sklearn-compat) | 0.1.6 | Ease support for compatible scikit-learn estimators across versions
+[smmap](https://pypi.org/project/smmap) | 5.0.3 | A pure Python implementation of a sliding window memory map manager
+[sniffio](https://pypi.org/project/sniffio) | 1.3.1 | Sniff out which async library your code is running under
+[snowballstemmer](https://pypi.org/project/snowballstemmer) | 3.1.1 | This package provides 36 stemmers for 34 languages generated from Snowball algorithms.
+[sortedcontainers](https://pypi.org/project/sortedcontainers) | 2.4.0 | Sorted Containers -- Sorted List, Sorted Dict, Sorted Set
+[sounddevice](https://pypi.org/project/sounddevice) | 0.5.5 | Play and Record Sound with Python
+[soundfile](https://pypi.org/project/soundfile) | 0.14.0 | An audio library based on libsndfile, CFFI and NumPy
+[soupsieve](https://pypi.org/project/soupsieve) | 2.9.2 | A modern CSS selector implementation for Beautiful Soup.
+[sqlalchemy](https://pypi.org/project/sqlalchemy) | 2.0.51 | Database Abstraction Library
+[sqlite-bro](https://pypi.org/project/sqlite-bro) | 1.3.2 | a graphic SQLite and DuckDB Client in 1 Python file
+[sqlite-fts4](https://pypi.org/project/sqlite-fts4) | 1.0.3 | Python functions for working with SQLite FTS4 search
+[sqlite-utils](https://pypi.org/project/sqlite-utils) | 4.2.1 | CLI tool and Python library for manipulating SQLite databases
+[sqlparse](https://pypi.org/project/sqlparse) | 0.6.0 | A non-validating SQL parser.
+[squarify](https://pypi.org/project/squarify) | 0.4.4 | Pure Python implementation of the squarify treemap layout algorithm
+[sse-starlette](https://pypi.org/project/sse-starlette) | 3.4.8 | SSE plugin for Starlette
+[stack-data](https://pypi.org/project/stack-data) | 0.6.3 | Extract data from python stack frames and tracebacks for informative displays
+[starlette](https://pypi.org/project/starlette) | 1.6.0 | The little ASGI library that shines.
+[statsmodels](https://pypi.org/project/statsmodels) | 0.15.0 | Statistical computations and models for Python
+[sympy](https://pypi.org/project/sympy) | 1.14.0 | Computer algebra system (CAS) in Python
+[tabulate](https://pypi.org/project/tabulate) | 0.10.0 | Pretty-print tabular data
+[tenacity](https://pypi.org/project/tenacity) | 9.1.4 | Retry code until it succeeds
+[termcolor](https://pypi.org/project/termcolor) | 3.3.0 | ANSI color formatting for output in terminal
+[text-unidecode](https://pypi.org/project/text-unidecode) | 1.3 | The most basic Text::Unidecode port
+[textdistance](https://pypi.org/project/textdistance) | 4.6.3 | Compute distance between the two texts.
+[thefuzz](https://pypi.org/project/thefuzz) | 0.22.1 | Fuzzy string matching in python
+[threadpoolctl](https://pypi.org/project/threadpoolctl) | 3.6.0 | threadpoolctl
+[three-merge](https://pypi.org/project/three-merge) | 0.1.1 | Simple library for merging two strings with respect to a base one
+[tifffile](https://pypi.org/project/tifffile) | 2026.4.11 | Read and write TIFF files
+[tiktoken](https://pypi.org/project/tiktoken) | 0.14.0 | tiktoken is a fast BPE tokeniser for use with OpenAI's models
+[tinycss2](https://pypi.org/project/tinycss2) | 1.5.1 | A tiny CSS parser
+[toml](https://pypi.org/project/toml) | 0.10.2 | Python Library for Tom's Obvious, Minimal Language
+[tomli-w](https://pypi.org/project/tomli-w) | 1.2.0 | A lil' TOML writer
+[tomlkit](https://pypi.org/project/tomlkit) | 0.15.1 | Style preserving TOML library
+[toolz](https://pypi.org/project/toolz) | 1.1.0 | List processing tools and functional utilities
+[tornado](https://pypi.org/project/tornado) | 6.6a1 | Tornado is a Python web framework and asynchronous networking library, originally developed at FriendFeed.
+[tqdm](https://pypi.org/project/tqdm) | 4.70.0 | Fast, Extensible Progress Meter
+[traitlets](https://pypi.org/project/traitlets) | 5.16.1 | Traitlets Python configuration system
+[traittypes](https://pypi.org/project/traittypes) | 0.2.3 | Scipy trait types
+[trio](https://pypi.org/project/trio) | 0.34.0 | A friendly Python library for async concurrency and I/O
+[trove-classifiers](https://pypi.org/project/trove-classifiers) | 2026.6.1.19 | Canonical source for classifiers on PyPI (pypi.org).
+[truststore](https://pypi.org/project/truststore) | 0.10.4 | Verify certificates using native system trust stores
+[typer](https://pypi.org/project/typer) | 0.25.1 | Typer, build great CLIs. Easy to code. Based on Python type hints.
+[types-requests](https://pypi.org/project/types-requests) | 2.33.0.20260712 | Typing stubs for requests
+[typing-extensions](https://pypi.org/project/typing-extensions) | 4.16.0 | Backported and Experimental Type Hints for Python 3.9+
+[typing-inspection](https://pypi.org/project/typing-inspection) | 0.4.4 | Runtime typing introspection tools
+[tzdata](https://pypi.org/project/tzdata) | 2026.3 | Provider of IANA time zone data
+[tzlocal](https://pypi.org/project/tzlocal) | 5.4.4 | tzinfo object for the local timezone
+[uc-micro-py](https://pypi.org/project/uc-micro-py) | 2.0.0 | Micro subset of unicode data files for linkify-it-py projects.
+[ujson](https://pypi.org/project/ujson) | 6.0.0 | Ultra fast JSON encoder and decoder for Python
+[uncertainties](https://pypi.org/project/uncertainties) | 3.2.3 | calculations with values with uncertainties, error propagation
+[uri-template](https://pypi.org/project/uri-template) | 1.3.0 | RFC 6570 URI Template Processor
+[urllib3](https://pypi.org/project/urllib3) | 2.8.0 | HTTP library with thread-safe connection pooling, file post, and more.
+[uvicorn](https://pypi.org/project/uvicorn) | 0.51.0 | The lightning-fast ASGI server.
+[vega-datasets](https://pypi.org/project/vega-datasets) | 0.9.0 | A Python package for offline access to Vega datasets
+[waitress](https://pypi.org/project/waitress) | 3.0.2 | Waitress WSGI server
+[watchdog](https://pypi.org/project/watchdog) | 6.0.0 | Filesystem events monitoring
+[wcwidth](https://pypi.org/project/wcwidth) | 0.7.0 | Measures the displayed width of unicode strings in a terminal
+[webcolors](https://pypi.org/project/webcolors) | 25.10.0 | A library for working with the color formats defined by HTML and CSS.
+[webencodings](https://pypi.org/project/webencodings) | 0.5.1 | Character encoding aliases for legacy web content
+[websocket-client](https://pypi.org/project/websocket-client) | 1.9.0 | WebSocket client for Python with low level API options
+[websockets](https://pypi.org/project/websockets) | 15.0.1 | An implementation of the WebSocket Protocol (RFC 6455 & 7692)
+[werkzeug](https://pypi.org/project/werkzeug) | 3.1.8 | The comprehensive WSGI web application library.
+[whatthepatch](https://pypi.org/project/whatthepatch) | 1.0.7 | A patch parsing and application library.
+[wheel](https://pypi.org/project/wheel) | 0.48.0 | Command line tool for manipulating wheel files
+[widgetsnbextension](https://pypi.org/project/widgetsnbextension) | 4.0.16 | Jupyter interactive widgets for Jupyter Notebook
+[wppm](https://pypi.org/project/wppm) | 17.13.20260913 | pip companion: extras-aware dependency trees, offline wheelhouses, portable Pythons
+[wrapt](https://pypi.org/project/wrapt) | 2.4.0 | Module for decorators, wrappers and monkey patching.
+[wsproto](https://pypi.org/project/wsproto) | 1.3.2 | Pure-Python WebSocket protocol implementation
+[xarray](https://pypi.org/project/xarray) | 2026.7.0 | N-D labeled arrays and datasets in Python
+[xlsxwriter](https://pypi.org/project/xlsxwriter) | 3.2.9 | A Python module for creating Excel XLSX files.
+[xxhash](https://pypi.org/project/xxhash) | 4.0.1 | Python binding for xxHash
+[xyzservices](https://pypi.org/project/xyzservices) | 2026.3.0 | Source of XYZ tiles providers
+[yapf](https://pypi.org/project/yapf) | 0.43.0 | A formatter for Python code
+[yarl](https://pypi.org/project/yarl) | 1.24.5 | Yet another URL library
+[yt-dlp](https://pypi.org/project/yt-dlp) | 2026.7.4 | A feature-rich command-line audio/video downloader
+[zipp](https://pypi.org/project/zipp) | 4.1.0 | Backport of pathlib-compatible object wrapper for zip files
+
+
+### WheelHouse packages
+
+Name | Version | Description
+-----|---------|------------
+
+
+
diff --git a/changelogs/pylock.64-3_13_15_1dotb1.toml b/changelogs/pylock.64-3_13_15_1dotb1.toml
new file mode 100644
index 00000000..ef96e8e8
--- /dev/null
+++ b/changelogs/pylock.64-3_13_15_1dotb1.toml
@@ -0,0 +1,90 @@
+lock-version = "1.0"
+created-by = "pip"
+
+[[packages]]
+name = "build"
+version = "1.5.0"
+
+[[packages.wheels]]
+name = "build-1.5.0-py3-none-any.whl"
+url = "https://files.pythonhosted.org/packages/0d/fe/6bea5c9162869c5beba5d9c8abbed835ec85bf1ec1fba05a3822325c45f3/build-1.5.0-py3-none-any.whl"
+
+[packages.wheels.hashes]
+sha256 = "13f3eecb844759ab66efec90ca17639bbf14dc06cb2fdf37a9010322d9c50a6f"
+
+[[packages]]
+name = "colorama"
+version = "0.4.6"
+
+[[packages.wheels]]
+name = "colorama-0.4.6-py2.py3-none-any.whl"
+url = "https://files.pythonhosted.org/packages/d1/d6/3965ed04c63042e047cb6a3e6ed1a63a35087b6a609aa3a15ed8ac56c221/colorama-0.4.6-py2.py3-none-any.whl"
+
+[packages.wheels.hashes]
+sha256 = "4f1d9991f5acc0ca119f9d443620b77f9d6b33703e51011c16baf57afb285fc6"
+
+[[packages]]
+name = "packaging"
+version = "26.2"
+
+[[packages.wheels]]
+name = "packaging-26.2-py3-none-any.whl"
+url = "https://files.pythonhosted.org/packages/df/b2/87e62e8c3e2f4b32e5fe99e0b86d576da1312593b39f47d8ceef365e95ed/packaging-26.2-py3-none-any.whl"
+
+[packages.wheels.hashes]
+sha256 = "5fc45236b9446107ff2415ce77c807cee2862cb6fac22b8a73826d0693b0980e"
+
+[[packages]]
+name = "pyproject-hooks"
+version = "1.2.0"
+
+[[packages.wheels]]
+name = "pyproject_hooks-1.2.0-py3-none-any.whl"
+url = "https://files.pythonhosted.org/packages/bd/24/12818598c362d7f300f18e74db45963dbcb85150324092410c8b49405e42/pyproject_hooks-1.2.0-py3-none-any.whl"
+
+[packages.wheels.hashes]
+sha256 = "9e5c6bfa8dcc30091c74b0cf803c81fdd29d94f01992a7707bc97babb1141913"
+
+[[packages]]
+name = "setuptools"
+version = "83.0.0"
+
+[[packages.wheels]]
+name = "setuptools-83.0.0-py3-none-any.whl"
+url = "https://files.pythonhosted.org/packages/5d/40/e1e72872c6354b306daef1703549e8e83b4d43cfea356311bf722a043752/setuptools-83.0.0-py3-none-any.whl"
+
+[packages.wheels.hashes]
+sha256 = "29b23c360f22f414dc7336bb39178cc7bcbf6021ed2733cde173f09dba19abb3"
+
+[[packages]]
+name = "sqlite-bro"
+version = "1.3.2"
+
+[[packages.wheels]]
+name = "sqlite_bro-1.3.2-py3-none-any.whl"
+url = "https://files.pythonhosted.org/packages/17/ce/51e2a8e3e11cfd7f8dffcdbbf080721322a1ad62533b58ebc26162a16038/sqlite_bro-1.3.2-py3-none-any.whl"
+
+[packages.wheels.hashes]
+sha256 = "0ecda886fbd9c9536cbc7192662be0a0b7d963e9df506dcc788cf1e37e572034"
+
+[[packages]]
+name = "wheel"
+version = "0.47.0"
+
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new file mode 100644
index 00000000..8609db63
--- /dev/null
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--- /dev/null
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+    --hash=sha256:132994765cf75bf44554be9aa49b06ef2345d23661a96720262716438141b6b2
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+python-lsp-jsonrpc==1.1.2 \
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+python-lsp-ruff==2.3.0 \
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+    --hash=sha256:e7bfaf995c1bdbbd21d13539decb6650967013759318627d85daeb7881af16b7
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+    --hash=sha256:806143ae5bfb6a3c6e736a764057db0e6a0e05e338b5630894a5f779cabb4f9b
+tomli-w==1.2.0 \
+    --hash=sha256:188306098d013b691fcadc011abd66727d3c414c571bb01b1a174ba8c983cf90
+tomlkit==0.15.1 \
+    --hash=sha256:177a05aece5a8ca5266fd3c448abb47b8d352f09d477d3ca8332db4d89b24304
+toolz==1.1.0 \
+    --hash=sha256:15ccc861ac51c53696de0a5d6d4607f99c210739caf987b5d2054f3efed429d8
+tornado==6.5.8 \
+    --hash=sha256:11881db6b7c168494be2c2d12e65931451bdf7ee718535418ae1d8855dd5a0ee
+tqdm==4.70.0 \
+    --hash=sha256:7f585706bfddbdebf89daac705b2dfcc16890130727d3197ca62c732b4310953
+traitlets==5.15.1 \
+    --hash=sha256:770a53705f84b81ac107e83a1b3328ff2dae16094d8fc3cfc004e4b22dfd8e92
+traittypes==0.2.3 \
+    --hash=sha256:49016082ce740d6556d9bb4672ee2d899cd14f9365f17cbb79d5d96b47096d4e
+trio==0.34.0 \
+    --hash=sha256:6c7c9f49917694dcdcd5f67abd168df5599eca480d61f29854d17a61a75c2f05
+trove-classifiers==2026.6.1.19 \
+    --hash=sha256:ab4c4ec93cc4a4e7815fa759906e05e6bb3f2fbd92ea0f897288c6a43efd15b3
+truststore==0.10.4 \
+    --hash=sha256:adaeaecf1cbb5f4de3b1959b42d41f6fab57b2b1666adb59e89cb0b53361d981
+twine==6.2.0 \
+    --hash=sha256:418ebf08ccda9a8caaebe414433b0ba5e25eb5e4a927667122fbe8f829f985d8
+typer==0.25.1 \
+    --hash=sha256:75caa44ed46a03fb2dab8808753ffacdbfea88495e74c85a28c5eefcf5f39c89
+types-requests==2.33.0.20260712 \
+    --hash=sha256:de027e28c171d3da529689cbfa023b0b4eab188c8dfa22fd834eebd2cee6e7bb
+typing-extensions==4.16.0 \
+    --hash=sha256:481caa481374e813c1b176ada14e97f1f67a4539ce9cfeb3f350d78d6370c2e8
+typing-inspection==0.4.2 \
+    --hash=sha256:4ed1cacbdc298c220f1bd249ed5287caa16f34d44ef4e9c3d0cbad5b521545e7
+tzdata==2026.3 \
+    --hash=sha256:dc096730c87af6cab1b171c9d532be840741ff5d459015e7f6947bd7d7e54931
+tzlocal==5.3.1 \
+    --hash=sha256:eb1a66c3ef5847adf7a834f1be0800581b683b5608e74f86ecbcef8ab91bb85d
+uc-micro-py==2.0.0 \
+    --hash=sha256:3603a3859af53e5a39bc7677713c78ea6589ff188d70f4fee165db88e22b242c
+ujson==5.13.0 \
+    --hash=sha256:17a59d5cf23ef98f7c9314524976b4b288374d83200add01d953024fb06404f9
+umap-learn==0.5.12 \
+    --hash=sha256:f2a85d2a2adcb52b541bed9b27a23ca169b56bb1b23283abeebfb8dfb8a42fe5
+uncertainties==3.2.3 \
+    --hash=sha256:313353900d8f88b283c9bad81e7d2b2d3d4bcc330cbace35403faaed7e78890a
+uri-template==1.3.0 \
+    --hash=sha256:a44a133ea12d44a0c0f06d7d42a52d71282e77e2f937d8abd5655b8d56fc1363
+urllib3==2.7.0 \
+    --hash=sha256:9fb4c81ebbb1ce9531cce37674bbc6f1360472bc18ca9a553ede278ef7276897
+uuid-utils==0.17.0 \
+    --hash=sha256:9e311f908d2f842fca4c7dcebc4f10306b8089b204ef04cf6704b4332c9ff6ff
+uvicorn==0.51.0 \
+    --hash=sha256:5d38af6cd620f2ae3849fb44fd4879e0890aa1febe8d47eb355fb45d93fe6a5b
+vega-datasets==0.9.0 \
+    --hash=sha256:3d7c63917be6ca9b154b565f4779a31fedce57b01b5b9d99d8a34a7608062a1d
+waitress==3.0.2 \
+    --hash=sha256:c56d67fd6e87c2ee598b76abdd4e96cfad1f24cacdea5078d382b1f9d7b5ed2e
+watchdog==6.0.0 \
+    --hash=sha256:cbafb470cf848d93b5d013e2ecb245d4aa1c8fd0504e863ccefa32445359d680
+wcwidth==0.7.0 \
+    --hash=sha256:5d69154c429a82910e241c738cd0e2976fac8a2dd47a1a805f4afed1c0f136f2
+webcolors==25.10.0 \
+    --hash=sha256:032c727334856fc0b968f63daa252a1ac93d33db2f5267756623c210e57a4f1d
+webencodings==0.5.1 \
+    --hash=sha256:a0af1213f3c2226497a97e2b3aa01a7e4bee4f403f95be16fc9acd2947514a78
+websocket-client==1.9.0 \
+    --hash=sha256:af248a825037ef591efbf6ed20cc5faa03d3b47b9e5a2230a529eeee1c1fc3ef
+websockets==15.0.1 \
+    --hash=sha256:e09473f095a819042ecb2ab9465aee615bd9c2028e4ef7d933600a8401c79561
+werkzeug==3.1.8 \
+    --hash=sha256:63a77fb8892bf28ebc3178683445222aa500e48ebad5ec77b0ad80f8726b1f50
+whatthepatch==1.0.7 \
+    --hash=sha256:1b6f655fd31091c001c209529dfaabbabdbad438f5de14e3951266ea0fc6e7ed
+wheel==0.47.0 \
+    --hash=sha256:212281cab4dff978f6cedd499cd893e1f620791ca6ff7107cf270781e587eced
+widgetsnbextension==4.0.15 \
+    --hash=sha256:8156704e4346a571d9ce73b84bee86a29906c9abfd7223b7228a28899ccf3366
+wordcloud==1.9.6 \
+    --hash=sha256:3d3c5b0b5f66a385300dacb5ba2c2dba67c18c332b934fdac08261c1c7ee7d7a
+wppm==17.12.20260816 \
+    --hash=sha256:c41a205f17dbef6b752d89ce3497a99253f1c3b927d8bc3674c04a36dcd741b0
+wsproto==1.3.2 \
+    --hash=sha256:61eea322cdf56e8cc904bd3ad7573359a242ba65688716b0710a5eb12beab584
+xarray==2026.7.0 \
+    --hash=sha256:bf9dd130b93806dc78e90c1b7ac24851b31557b888674c53622235691cf21824
+xlsxwriter==3.2.9 \
+    --hash=sha256:9a5db42bc5dff014806c58a20b9eae7322a134abb6fce3c92c181bfb275ec5b3
+xxhash==3.7.0 \
+    --hash=sha256:875811ba23c543b1a1c3143c926e43996eb27ebb8f52d3500744aa608c275aed
+xyzservices==2026.3.0 \
+    --hash=sha256:503183d4b322bfebc3c50cdd21192aa3e81e36c5efbf9133d54ae82143e0576b
+yapf==0.43.0 \
+    --hash=sha256:224faffbc39c428cb095818cf6ef5511fdab6f7430a10783fdfb292ccf2852ca
+yarl==1.24.5 \
+    --hash=sha256:2dbe06fc16bc91502bca713704022182e5729861ae00277c3a23354b40929740
+yt-dlp==2026.7.4 \
+    --hash=sha256:f11f2b11d5a8ac4059f9bdf29fa4407dc7c6bb00c5097e95ca22a7a9db518266
+zipp==4.1.0 \
+    --hash=sha256:25ad4e16390cd314347dd8f1de67a2ac538ae658ed4ab9db16029c07c188e97f
+zstandard==0.25.0 \
+    --hash=sha256:1f830a0dac88719af0ae43b8b2d6aef487d437036468ef3c2ea59c51f9d55fd5
diff --git a/changelogs/requir.64-3_13_15_1slimb2.txt b/changelogs/requir.64-3_13_15_1slimb2.txt
new file mode 100644
index 00000000..8eafda36
--- /dev/null
+++ b/changelogs/requir.64-3_13_15_1slimb2.txt
@@ -0,0 +1,1056 @@
+absl-py==2.5.0 \
+    --hash=sha256:0f17b89f2a4eaaedc4f28c622998aa690564b3012a396a4ffad0821007fe03ba
+adbc-driver-manager==1.12.0 \
+    --hash=sha256:034da82c1a6e195d67ca1f0c97a1a517046037ec3029ab9a0ea8f7ccb14056e4
+aiofile==3.11.1 \
+    --hash=sha256:ce77d14ac07f77bc2b757834a5c129321f3f705c474593deed5ab209079a52c9
+aiofiles==25.1.0 \
+    --hash=sha256:abe311e527c862958650f9438e859c1fa7568a141b22abcd015e120e86a85695
+aiohappyeyeballs==2.7.1 \
+    --hash=sha256:9243213661e29250eb41368e5daa826fc017156c3b8a11440826b2e3ed376472
+aiohttp==3.14.3 \
+    --hash=sha256:dff9461ec275f22135650d5ba4b4931a11f3958df7dfbb8db630000d4dee0883
+aiosignal==1.4.0 \
+    --hash=sha256:053243f8b92b990551949e63930a839ff0cf0b0ebbe0597b0f3fb19e1a0fe82e
+aiosqlite==0.22.1 \
+    --hash=sha256:21c002eb13823fad740196c5a2e9d8e62f6243bd9e7e4a1f87fb5e44ecb4fceb
+alabaster==1.0.0 \
+    --hash=sha256:fc6786402dc3fcb2de3cabd5fe455a2db534b371124f1f21de8731783dec828b
+alembic==1.18.5 \
+    --hash=sha256:06d8ba9d04558022f5395e9317de03d270f3dced49cee01f89fe7a13c26f14bc
+altair==6.2.2 \
+    --hash=sha256:94014f8ad8617c3cb163d1137359cd6db5ba134b9b46d93cfd8b609fd245a583
+annotated-doc==0.0.5 \
+    --hash=sha256:117bac03a25ede5df5440e855b32d556049ca169ead221505badf432fed4b101
+annotated-types==0.8.0 \
+    --hash=sha256:f072f4d804ea359e4eaf198b1af7a8b0943881a87f31bb764f8bf219bb9419e0
+anthropic==0.121.0 \
+    --hash=sha256:6048713fa441e59e1cba8363171cd2a86273b25bd213e9c7ac70a523af88b011
+anyio==4.14.2 \
+    --hash=sha256:9f505dda5ac9f0c8309b5e8bd445a8c2bf7246f3ce950121e45ea15bc41d1494
+anywidget==0.11.0 \
+    --hash=sha256:c574d9acc6503ad27b37a9acea48f957a8ba7c9c9876cfcb37898931c098ce9d
+appdirs==1.4.4 \
+    --hash=sha256:a841dacd6b99318a741b166adb07e19ee71a274450e68237b4650ca1055ab128
+argcomplete==3.7.2 \
+    --hash=sha256:6029205678bdd9c1c728a155f5f9ecf5812393f969eef58807641a2bc2aa5b19
+argon2-cffi==25.1.0 \
+    --hash=sha256:fdc8b074db390fccb6eb4a3604ae7231f219aa669a2652e0f20e16ba513d5741
+argon2-cffi-bindings==25.1.0 \
+    --hash=sha256:a98cd7d17e9f7ce244c0803cad3c23a7d379c301ba618a5fa76a67d116618b98
+array-api-compat==1.15.0 \
+    --hash=sha256:7b1b9c53269061403fd5f45a8de349f16e7887653328bfa0c5f2d45299ff0a8e
+arrow==1.4.0 \
+    --hash=sha256:749f0769958ebdc79c173ff0b0670d59051a535fa26e8eba02953dc19eb43205
+asgi-csrf==0.11 \
+    --hash=sha256:03ac140115f39d4295288a9adf74fdc6ae607f6ef44abee8466520458207242b
+asgiref==3.12.1 \
+    --hash=sha256:fe386d1c2bff7259ea95929266d12a8cf9a8b5a1c2598402967d8792e7a7c094
+asn1crypto==1.5.1 \
+    --hash=sha256:db4e40728b728508912cbb3d44f19ce188f218e9eba635821bb4b68564f8fd67
+ast-serialize==0.8.0 \
+    --hash=sha256:861794565b06337005c1447ef23103a3d5a627d08bdc827870d00d0b28ef5f51
+asteval==1.0.9 \
+    --hash=sha256:60513ea5d608d27bdb0cf3785dc993a6c3adeaee45f1bded0953a09e904e461f
+astroid==4.0.4 \
+    --hash=sha256:52f39653876c7dec3e3afd4c2696920e05c83832b9737afc21928f2d2eb7a753
+asttokens==3.0.2 \
+    --hash=sha256:9da13157f5b28becde0bd374fc677dcd3c290614264eff096f167c469cd9f933
+async-lru==2.3.0 \
+    --hash=sha256:eea27b01841909316f2cc739807acea1c623df2be8c5cfad7583286397bb8315
+asyncssh==2.24.0 \
+    --hash=sha256:9abd46300adcb6d4b73269b34c53cd0d17a138b9a22b5b38008ce7d5808734b7
+attrs==26.1.0 \
+    --hash=sha256:c647aa4a12dfbad9333ca4e71fe62ddc36f4e63b2d260a37a8b83d2f043ac309
+authlib==1.7.2 \
+    --hash=sha256:3e1faedc9d87e7d56a164eca3ccb6ace0d61b94abe83e92242f8dc8bba9b4a9f
+autopep8==2.0.4 \
+    --hash=sha256:067959ca4a07b24dbd5345efa8325f5f58da4298dab0dde0443d5ed765de80cb
+azure-core==1.41.0 \
+    --hash=sha256:522b4011e8180b1a3dcd2024396a4e7fe9ac37fb8597db47163d230b5efe892d
+azure-cosmos==4.16.1 \
+    --hash=sha256:43717215ec1433c1ea0f0e3d465f9182fb5afff3ae2331e595367122297872f1
+azure-identity==1.25.3 \
+    --hash=sha256:f4d0b956a8146f30333e071374171f3cfa7bdb8073adb8c3814b65567aa7447c
+babel==2.18.0 \
+    --hash=sha256:e2b422b277c2b9a9630c1d7903c2a00d0830c409c59ac8cae9081c92f1aeba35
+baresql==1.0.0 \
+    --hash=sha256:a24d17f46beb47c221f328f7e06710e3896c6203a8e1909788d7128f27b86f01
+bcrypt==5.0.0 \
+    --hash=sha256:64ee8434b0da054d830fa8e89e1c8bf30061d539044a39524ff7dec90481e5c2
+beartype==0.22.9 \
+    --hash=sha256:d16c9bbc61ea14637596c5f6fbff2ee99cbe3573e46a716401734ef50c3060c2
+beautifulsoup4==4.15.0 \
+    --hash=sha256:d6f88de62e1d4e38ecb1077eb9724cd0eff29d2a08ca16a401e9b9e93f117cf9
+binaryornot==0.6.0 \
+    --hash=sha256:900adfd5e1b821255ba7e63139b0396b14c88b9286e74e03b6f51e0200331337
+black==26.5.1 \
+    --hash=sha256:e1a26503279b6b310669fb0b219c39e4820b77e8189fe80f522bb511f247db0a
+bleach==6.4.0 \
+    --hash=sha256:4b6b6a54fff2e69a3dde9d21cc6301220bee3c3cb792187d11403fd795031081
+blinker==1.9.0 \
+    --hash=sha256:ba0efaa9080b619ff2f3459d1d500c57bddea4a6b424b60a91141db6fd2f08bc
+bokeh==3.9.1 \
+    --hash=sha256:8bf2aae574509055fbd6b68f023046bebc91b0bbd631d204d0d60863b4237dbd
+branca==0.8.2 \
+    --hash=sha256:2ebaef3983e3312733c1ae2b793b0a8ba3e1c4edeb7598e10328505280cf2f7c
+brotli==1.2.0 \
+    --hash=sha256:b63daa43d82f0cdabf98dee215b375b4058cce72871fd07934f179885aad16e8
+build==1.5.0 \
+    --hash=sha256:13f3eecb844759ab66efec90ca17639bbf14dc06cb2fdf37a9010322d9c50a6f
+cachetools==7.1.4 \
+    --hash=sha256:323dc4127934744db5b54eb4924482d7edafbf9554e820d1531c2e08c0e4ef54
+caio==0.9.25 \
+    --hash=sha256:06c0bb02d6b929119b1cfbe1ca403c768b2013a369e2db46bfa2a5761cf82e40
+cattrs==26.1.0 \
+    --hash=sha256:d1e0804c42639494d469d08d4f26d6b9de9b8ab26b446db7b5f8c2e97f7c3096
+certifi==2026.1.4 \
+    --hash=sha256:9943707519e4add1115f44c2bc244f782c0249876bf51b6599fee1ffbedd685c
+cffi==2.1.1 \
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+chardet==7.4.3 \
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+charset-normalizer==3.4.7 \
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+clarabel==0.11.1 \
+    --hash=sha256:557d5148a4377ae1980b65d00605ae870a8f34f95f0f6a41e04aa6d3edf67148
+click==8.4.2 \
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+click-default-group==1.2.4 \
+    --hash=sha256:9b60486923720e7fc61731bdb32b617039aba820e22e1c88766b1125592eaa5f
+cloudpickle==3.1.2 \
+    --hash=sha256:9acb47f6afd73f60dc1df93bb801b472f05ff42fa6c84167d25cb206be1fbf4a
+cohere==7.0.8 \
+    --hash=sha256:a4fe9b9e148cb277ee152009d3566434b055db9d41fc7433abda78add22632ab
+colorama==0.4.6 \
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+colorcet==3.2.1 \
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+colorlog==6.12.0 \
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+comm==0.2.3 \
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+contourpy==1.3.3 \
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+cookiecutter==2.7.1 \
+    --hash=sha256:cee50defc1eaa7ad0071ee9b9893b746c1b3201b66bf4d3686d0f127c8ed6cf9
+cryptography==50.0.0 \
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+cvxopt==1.3.3 \
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+cvxpy==1.9.2 \
+    --hash=sha256:956b292452a5eed7cacffed25d7d1848618e97ca6ea4a83302591a46149f8f2f
+cycler==0.12.1 \
+    --hash=sha256:85cef7cff222d8644161529808465972e51340599459b8ac3ccbac5a854e0d30
+cython==3.2.9 \
+    --hash=sha256:ddb43637b7749b88644df4319e1c36f767e7fb71a92bb9942558c8de2f1cc5f4
+cytoolz==1.1.0 \
+    --hash=sha256:9e2d3fe3b45c3eb7233746f7aca37789be3dceec3e07dcc406d3e045ea0f7bdc
+dask==2026.7.1 \
+    --hash=sha256:985ffd6c5e9d7979ede515e84ae8d39b647d6aa64f77600f15714ff65f578fe6
+datasette==0.65.5 \
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+datasette-graphql==2.2 \
+    --hash=sha256:cd9f61afdcaab1ce4ff6775296e6ece99305bf05cbfae4c1c938a6c9e60cd485
+datashader==0.19.1 \
+    --hash=sha256:7ce7154ff3ed070607f429355f57002fee5a17964e47c0b6447eeafe8cef9c82
+deap==1.4.4 \
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+debugpy==1.8.21 \
+    --hash=sha256:aa648733047443eb1d07682c4ef287d36a54507b643ffdf38b09a3ef002c72a0
+decorator==5.3.1 \
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+pyls-spyder==0.4.0 \
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+pyqtwebengine-qt5==5.15.2 \
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+python-barcode==0.16.1 \
+    --hash=sha256:5776567478c9a0dae473374bb86631ba0b5ea99aaf302763b364e367ac51f367
+python-dateutil==2.9.0.post0 \
+    --hash=sha256:a8b2bc7bffae282281c8140a97d3aa9c14da0b136dfe83f850eea9a5f7470427
+python-dotenv==1.2.2 \
+    --hash=sha256:1d8214789a24de455a8b8bd8ae6fe3c6b69a5e3d64aa8a8e5d68e694bbcb285a
+python-json-logger==4.1.0 \
+    --hash=sha256:132994765cf75bf44554be9aa49b06ef2345d23661a96720262716438141b6b2
+python-lsp-black==2.0.0 \
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+python-lsp-jsonrpc==1.1.2 \
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+python-lsp-ruff==2.3.0 \
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+python-lsp-server==1.15.0 \
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+python-slugify==8.0.4 \
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+pythonqwt==0.16.3 \
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+    --hash=sha256:b8a0cd0c789a61f31bf44851defbd609e8dd1e2c8589c614cc1060940ef1f697
+tinycss2==1.5.1 \
+    --hash=sha256:3415ba0f5839c062696996998176c4a3751d18b7edaaeeb658c9ce21ec150661
+tokenizers==0.23.1 \
+    --hash=sha256:e7bfaf995c1bdbbd21d13539decb6650967013759318627d85daeb7881af16b7
+toml==0.10.2 \
+    --hash=sha256:806143ae5bfb6a3c6e736a764057db0e6a0e05e338b5630894a5f779cabb4f9b
+tomli-w==1.2.0 \
+    --hash=sha256:188306098d013b691fcadc011abd66727d3c414c571bb01b1a174ba8c983cf90
+tomlkit==0.15.1 \
+    --hash=sha256:177a05aece5a8ca5266fd3c448abb47b8d352f09d477d3ca8332db4d89b24304
+toolz==1.1.0 \
+    --hash=sha256:15ccc861ac51c53696de0a5d6d4607f99c210739caf987b5d2054f3efed429d8
+tornado==6.5.10 \
+    --hash=sha256:37ae8f150cecfdbf747fc4e12f5e9a97ecd8cf1d4cdb3f119e2de84b11196918
+tqdm==4.70.0 \
+    --hash=sha256:7f585706bfddbdebf89daac705b2dfcc16890130727d3197ca62c732b4310953
+traitlets==5.16.1 \
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+traittypes==0.2.3 \
+    --hash=sha256:49016082ce740d6556d9bb4672ee2d899cd14f9365f17cbb79d5d96b47096d4e
+trio==0.34.0 \
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+trove-classifiers==2026.6.1.19 \
+    --hash=sha256:ab4c4ec93cc4a4e7815fa759906e05e6bb3f2fbd92ea0f897288c6a43efd15b3
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+tzdata==2026.3 \
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+uc-micro-py==2.0.0 \
+    --hash=sha256:3603a3859af53e5a39bc7677713c78ea6589ff188d70f4fee165db88e22b242c
+ujson==5.13.0 \
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+urllib3==2.7.0 \
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+watchdog==6.0.0 \
+    --hash=sha256:cbafb470cf848d93b5d013e2ecb245d4aa1c8fd0504e863ccefa32445359d680
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+wppm==17.13.20260913 \
+    --hash=sha256:86efc07a0c3c0ba9ca90d2f4b9dc6ffef0a258662b52f731b38655d871df76ca
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+xxhash==3.7.0 \
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+yapf==0.43.0 \
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+yarl==1.24.5 \
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+yt-dlp==2026.7.4 \
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+zipp==4.1.0 \
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+zstandard==0.25.0 \
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diff --git a/changelogs/requir.64-3_13_16_0dotb3.txt b/changelogs/requir.64-3_13_16_0dotb3.txt
new file mode 100644
index 00000000..72c43e0a
--- /dev/null
+++ b/changelogs/requir.64-3_13_16_0dotb3.txt
@@ -0,0 +1,16 @@
+build==1.5.0 \
+    --hash=sha256:13f3eecb844759ab66efec90ca17639bbf14dc06cb2fdf37a9010322d9c50a6f
+colorama==0.4.6 \
+    --hash=sha256:4f1d9991f5acc0ca119f9d443620b77f9d6b33703e51011c16baf57afb285fc6
+packaging==26.2 \
+    --hash=sha256:5fc45236b9446107ff2415ce77c807cee2862cb6fac22b8a73826d0693b0980e
+pyproject-hooks==1.2.0 \
+    --hash=sha256:9e5c6bfa8dcc30091c74b0cf803c81fdd29d94f01992a7707bc97babb1141913
+setuptools==83.0.0 \
+    --hash=sha256:29b23c360f22f414dc7336bb39178cc7bcbf6021ed2733cde173f09dba19abb3
+sqlite-bro==1.3.2 \
+    --hash=sha256:0ecda886fbd9c9536cbc7192662be0a0b7d963e9df506dcc788cf1e37e572034
+wheel==0.48.0 \
+    --hash=sha256:3217dcc807155e45db462d7ef2431f5ddda0d7273b700d05a67b271ceb1287ab
+wppm==17.13.20260913 \
+    --hash=sha256:86efc07a0c3c0ba9ca90d2f4b9dc6ffef0a258662b52f731b38655d871df76ca
diff --git a/changelogs/requir.64-3_13_16_0slimb3.txt b/changelogs/requir.64-3_13_16_0slimb3.txt
new file mode 100644
index 00000000..9092343a
--- /dev/null
+++ b/changelogs/requir.64-3_13_16_0slimb3.txt
@@ -0,0 +1,1050 @@
+absl-py==2.5.0 \
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+aiofile==3.12.3 \
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+aiofiles==25.1.0 \
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+aiohappyeyeballs==2.7.1 \
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+aiohttp==3.14.3 \
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+alabaster==1.0.0 \
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+annotated-doc==0.0.5 \
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+tenacity==9.1.4 \
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+termcolor==3.3.0 \
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+terminado==0.18.1 \
+    --hash=sha256:a4468e1b37bb318f8a86514f65814e1afc977cf29b3992a4500d9dd305dcceb0
+text-unidecode==1.3 \
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+textdistance==4.6.3 \
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+thefuzz==0.22.1 \
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+threadpoolctl==3.6.0 \
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+three-merge==0.1.1 \
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+tiktoken==0.12.0 \
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+tinycss2==1.5.1 \
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+tokenizers==0.23.1 \
+    --hash=sha256:e7bfaf995c1bdbbd21d13539decb6650967013759318627d85daeb7881af16b7
+toml==0.10.2 \
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+tomli-w==1.2.0 \
+    --hash=sha256:188306098d013b691fcadc011abd66727d3c414c571bb01b1a174ba8c983cf90
+tomlkit==0.15.1 \
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+toolz==1.1.0 \
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+tornado==6.5.10 \
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+tqdm==4.70.0 \
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+traittypes==0.2.3 \
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+trove-classifiers==2026.6.1.19 \
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+typing-extensions==4.16.0 \
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+typing-inspection==0.4.4 \
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+uc-micro-py==2.0.0 \
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+ujson==5.13.0 \
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+uncertainties==3.2.3 \
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+uri-template==1.3.0 \
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+urllib3==2.8.0 \
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+uuid-utils==0.17.0 \
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+vega-datasets==0.9.0 \
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+watchdog==6.0.0 \
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+webcolors==25.10.0 \
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+websockets==15.0.1 \
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+whatthepatch==1.0.7 \
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+wheel==0.48.0 \
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+widgetsnbextension==4.0.16 \
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+wppm==17.13.20260913 \
+    --hash=sha256:86efc07a0c3c0ba9ca90d2f4b9dc6ffef0a258662b52f731b38655d871df76ca
+wsproto==1.3.2 \
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+xarray==2026.7.0 \
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+xxhash==3.7.0 \
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+xyzservices==2026.3.0 \
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+yapf==0.43.0 \
+    --hash=sha256:224faffbc39c428cb095818cf6ef5511fdab6f7430a10783fdfb292ccf2852ca
+yarl==1.24.5 \
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+yt-dlp==2026.7.4 \
+    --hash=sha256:f11f2b11d5a8ac4059f9bdf29fa4407dc7c6bb00c5097e95ca22a7a9db518266
+zipp==4.1.0 \
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+zstandard==0.25.0 \
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diff --git a/changelogs/requir.64-3_14_7_1dotb1.txt b/changelogs/requir.64-3_14_7_1dotb1.txt
new file mode 100644
index 00000000..8609db63
--- /dev/null
+++ b/changelogs/requir.64-3_14_7_1dotb1.txt
@@ -0,0 +1,16 @@
+build==1.5.0 \
+    --hash=sha256:13f3eecb844759ab66efec90ca17639bbf14dc06cb2fdf37a9010322d9c50a6f
+colorama==0.4.6 \
+    --hash=sha256:4f1d9991f5acc0ca119f9d443620b77f9d6b33703e51011c16baf57afb285fc6
+packaging==26.2 \
+    --hash=sha256:5fc45236b9446107ff2415ce77c807cee2862cb6fac22b8a73826d0693b0980e
+pyproject-hooks==1.2.0 \
+    --hash=sha256:9e5c6bfa8dcc30091c74b0cf803c81fdd29d94f01992a7707bc97babb1141913
+setuptools==83.0.0 \
+    --hash=sha256:29b23c360f22f414dc7336bb39178cc7bcbf6021ed2733cde173f09dba19abb3
+sqlite-bro==1.3.2 \
+    --hash=sha256:0ecda886fbd9c9536cbc7192662be0a0b7d963e9df506dcc788cf1e37e572034
+wheel==0.47.0 \
+    --hash=sha256:212281cab4dff978f6cedd499cd893e1f620791ca6ff7107cf270781e587eced
+wppm==17.12.20260816 \
+    --hash=sha256:c41a205f17dbef6b752d89ce3497a99253f1c3b927d8bc3674c04a36dcd741b0
diff --git a/changelogs/requir.64-3_14_7_1dotb2.txt b/changelogs/requir.64-3_14_7_1dotb2.txt
new file mode 100644
index 00000000..5514f7a5
--- /dev/null
+++ b/changelogs/requir.64-3_14_7_1dotb2.txt
@@ -0,0 +1,16 @@
+build==1.5.0 \
+    --hash=sha256:13f3eecb844759ab66efec90ca17639bbf14dc06cb2fdf37a9010322d9c50a6f
+colorama==0.4.6 \
+    --hash=sha256:4f1d9991f5acc0ca119f9d443620b77f9d6b33703e51011c16baf57afb285fc6
+packaging==26.2 \
+    --hash=sha256:5fc45236b9446107ff2415ce77c807cee2862cb6fac22b8a73826d0693b0980e
+pyproject-hooks==1.2.0 \
+    --hash=sha256:9e5c6bfa8dcc30091c74b0cf803c81fdd29d94f01992a7707bc97babb1141913
+setuptools==83.0.0 \
+    --hash=sha256:29b23c360f22f414dc7336bb39178cc7bcbf6021ed2733cde173f09dba19abb3
+sqlite-bro==1.3.2 \
+    --hash=sha256:0ecda886fbd9c9536cbc7192662be0a0b7d963e9df506dcc788cf1e37e572034
+wheel==0.47.0 \
+    --hash=sha256:212281cab4dff978f6cedd499cd893e1f620791ca6ff7107cf270781e587eced
+wppm==17.13.20260913 \
+    --hash=sha256:86efc07a0c3c0ba9ca90d2f4b9dc6ffef0a258662b52f731b38655d871df76ca
diff --git a/changelogs/requir.64-3_14_7_1dotfb1.txt b/changelogs/requir.64-3_14_7_1dotfb1.txt
new file mode 100644
index 00000000..8609db63
--- /dev/null
+++ b/changelogs/requir.64-3_14_7_1dotfb1.txt
@@ -0,0 +1,16 @@
+build==1.5.0 \
+    --hash=sha256:13f3eecb844759ab66efec90ca17639bbf14dc06cb2fdf37a9010322d9c50a6f
+colorama==0.4.6 \
+    --hash=sha256:4f1d9991f5acc0ca119f9d443620b77f9d6b33703e51011c16baf57afb285fc6
+packaging==26.2 \
+    --hash=sha256:5fc45236b9446107ff2415ce77c807cee2862cb6fac22b8a73826d0693b0980e
+pyproject-hooks==1.2.0 \
+    --hash=sha256:9e5c6bfa8dcc30091c74b0cf803c81fdd29d94f01992a7707bc97babb1141913
+setuptools==83.0.0 \
+    --hash=sha256:29b23c360f22f414dc7336bb39178cc7bcbf6021ed2733cde173f09dba19abb3
+sqlite-bro==1.3.2 \
+    --hash=sha256:0ecda886fbd9c9536cbc7192662be0a0b7d963e9df506dcc788cf1e37e572034
+wheel==0.47.0 \
+    --hash=sha256:212281cab4dff978f6cedd499cd893e1f620791ca6ff7107cf270781e587eced
+wppm==17.12.20260816 \
+    --hash=sha256:c41a205f17dbef6b752d89ce3497a99253f1c3b927d8bc3674c04a36dcd741b0
diff --git a/changelogs/requir.64-3_14_7_1dotfb2.txt b/changelogs/requir.64-3_14_7_1dotfb2.txt
new file mode 100644
index 00000000..5514f7a5
--- /dev/null
+++ b/changelogs/requir.64-3_14_7_1dotfb2.txt
@@ -0,0 +1,16 @@
+build==1.5.0 \
+    --hash=sha256:13f3eecb844759ab66efec90ca17639bbf14dc06cb2fdf37a9010322d9c50a6f
+colorama==0.4.6 \
+    --hash=sha256:4f1d9991f5acc0ca119f9d443620b77f9d6b33703e51011c16baf57afb285fc6
+packaging==26.2 \
+    --hash=sha256:5fc45236b9446107ff2415ce77c807cee2862cb6fac22b8a73826d0693b0980e
+pyproject-hooks==1.2.0 \
+    --hash=sha256:9e5c6bfa8dcc30091c74b0cf803c81fdd29d94f01992a7707bc97babb1141913
+setuptools==83.0.0 \
+    --hash=sha256:29b23c360f22f414dc7336bb39178cc7bcbf6021ed2733cde173f09dba19abb3
+sqlite-bro==1.3.2 \
+    --hash=sha256:0ecda886fbd9c9536cbc7192662be0a0b7d963e9df506dcc788cf1e37e572034
+wheel==0.47.0 \
+    --hash=sha256:212281cab4dff978f6cedd499cd893e1f620791ca6ff7107cf270781e587eced
+wppm==17.13.20260913 \
+    --hash=sha256:86efc07a0c3c0ba9ca90d2f4b9dc6ffef0a258662b52f731b38655d871df76ca
diff --git a/changelogs/requir.64-3_14_7_1slimb1.txt b/changelogs/requir.64-3_14_7_1slimb1.txt
new file mode 100644
index 00000000..093aad0c
--- /dev/null
+++ b/changelogs/requir.64-3_14_7_1slimb1.txt
@@ -0,0 +1,1058 @@
+absl-py==2.5.0 \
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+adbc-driver-manager==1.11.0 \
+    --hash=sha256:830efd3f212a6360ad66c09fd95171a26a1006a51c893f72238dfb50e0f35e13
+aiofile==3.11.1 \
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+aiofiles==25.1.0 \
+    --hash=sha256:abe311e527c862958650f9438e859c1fa7568a141b22abcd015e120e86a85695
+aiohappyeyeballs==2.7.1 \
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+aiohttp==3.14.3 \
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+aiosignal==1.4.0 \
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+alabaster==1.0.0 \
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+altair==6.2.2 \
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+annotated-doc==0.0.5 \
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+    --hash=sha256:eea27b01841909316f2cc739807acea1c623df2be8c5cfad7583286397bb8315
+asyncssh==2.24.0 \
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+attrs==26.1.0 \
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+autopep8==2.0.4 \
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+azure-core==1.41.0 \
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+baresql==1.0.0 \
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+    --hash=sha256:0da2f112e6d6bb22de6aa6daa7e144831a4febf2a87261451c4ad849fe9a873c
+setuptools==83.0.0 \
+    --hash=sha256:29b23c360f22f414dc7336bb39178cc7bcbf6021ed2733cde173f09dba19abb3
+shapely==2.1.2 \
+    --hash=sha256:a444e7afccdb0999e203b976adb37ea633725333e5b119ad40b1ca291ecf311c
+shellingham==1.5.4 \
+    --hash=sha256:7ecfff8f2fd72616f7481040475a65b2bf8af90a56c89140852d1120324e8686
+simplejson==4.1.1 \
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+simpy==4.1.2 \
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+six==1.17.0 \
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+skrub==0.10.0 \
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+sniffio==1.3.1 \
+    --hash=sha256:2f6da418d1f1e0fddd844478f41680e794e6051915791a034ff65e5f100525a2
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+soundfile==0.14.0 \
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+    --hash=sha256:2c13dd751963611419273d7cf99c9f7e0c7793c7edba2941a57847cc62f3aa18
+sphinx==9.1.0 \
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+sphinx-rtd-theme==3.1.0 \
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+sphinxcontrib-devhelp==2.0.0 \
+    --hash=sha256:aefb8b83854e4b0998877524d1029fd3e6879210422ee3780459e28a1f03a8a2
+sphinxcontrib-htmlhelp==2.1.0 \
+    --hash=sha256:166759820b47002d22914d64a075ce08f4c46818e17cfc9470a9786b759b19f8
+sphinxcontrib-jquery==4.1 \
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+sphinxcontrib-jsmath==1.0.1 \
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+sphinxcontrib-qthelp==2.0.0 \
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+sphinxcontrib-serializinghtml==2.0.0 \
+    --hash=sha256:6e2cb0eef194e10c27ec0023bfeb25badbbb5868244cf5bc5bdc04e4464bf331
+spyder==6.1.6 \
+    --hash=sha256:c82e5f883c101d9a75df66ce659975f29a2a1e1f1b0ec353c7e58cf144cc8fc1
+spyder-kernels==3.1.5 \
+    --hash=sha256:9d9fce8978c6f95d09b61466565cbaa53bad7ab018ed016295b8c12cb0797f67
+sqlalchemy==2.0.51 \
+    --hash=sha256:96747bfbadb055466e5b46d572618170046b45ce5a4879167f50d70a5319a499
+sqlite-bro==1.3.2 \
+    --hash=sha256:0ecda886fbd9c9536cbc7192662be0a0b7d963e9df506dcc788cf1e37e572034
+sqlite-fts4==1.0.3 \
+    --hash=sha256:0359edd8dea6fd73c848989e1e2b1f31a50fe5f9d7272299ff0e8dbaa62d035f
+sqlite-utils==4.1.1 \
+    --hash=sha256:b52fd3d58b2778aacb35a074323aac49a924a323f98ee74027e590b08d1e6f32
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+sse-starlette==3.4.8 \
+    --hash=sha256:6e82314c786709a3cd9520f2285cf9fff90e181e598e8a357b0cf80f66afba0d
+sspilib==0.5.0 \
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+terminado==0.18.1 \
+    --hash=sha256:a4468e1b37bb318f8a86514f65814e1afc977cf29b3992a4500d9dd305dcceb0
+text-unidecode==1.3 \
+    --hash=sha256:1311f10e8b895935241623731c2ba64f4c455287888b18189350b67134a822e8
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+thefuzz==0.22.1 \
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+tiktoken==0.12.0 \
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+toml==0.10.2 \
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+tomli-w==1.2.0 \
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+tornado==6.5.8 \
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+tqdm==4.70.0 \
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+uc-micro-py==2.0.0 \
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+watchdog==6.0.0 \
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+webcolors==25.10.0 \
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+websocket-client==1.9.0 \
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+websockets==15.0.1 \
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+werkzeug==3.1.8 \
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+whatthepatch==1.0.7 \
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+wsproto==1.3.2 \
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+xarray==2026.7.0 \
+    --hash=sha256:bf9dd130b93806dc78e90c1b7ac24851b31557b888674c53622235691cf21824
+xlsxwriter==3.2.9 \
+    --hash=sha256:9a5db42bc5dff014806c58a20b9eae7322a134abb6fce3c92c181bfb275ec5b3
+xxhash==3.7.0 \
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+xyzservices==2026.3.0 \
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+yapf==0.43.0 \
+    --hash=sha256:224faffbc39c428cb095818cf6ef5511fdab6f7430a10783fdfb292ccf2852ca
+yarl==1.24.5 \
+    --hash=sha256:5ba4f78df2bcc19f764a4b26a8a4f5049c110090ad5825993aacb052bf8003ad
+yt-dlp==2026.7.4 \
+    --hash=sha256:f11f2b11d5a8ac4059f9bdf29fa4407dc7c6bb00c5097e95ca22a7a9db518266
+zipp==4.1.0 \
+    --hash=sha256:25ad4e16390cd314347dd8f1de67a2ac538ae658ed4ab9db16029c07c188e97f
+zstandard==0.25.0 \
+    --hash=sha256:c19bcdd826e95671065f8692b5a4aa95c52dc7a02a4c5a0cac46deb879a017a2
diff --git a/changelogs/requir.64-3_14_7_1slimb2.txt b/changelogs/requir.64-3_14_7_1slimb2.txt
new file mode 100644
index 00000000..56b9cedc
--- /dev/null
+++ b/changelogs/requir.64-3_14_7_1slimb2.txt
@@ -0,0 +1,1058 @@
+absl-py==2.5.0 \
+    --hash=sha256:0f17b89f2a4eaaedc4f28c622998aa690564b3012a396a4ffad0821007fe03ba
+adbc-driver-manager==1.12.0 \
+    --hash=sha256:57f5101fb2a853b1ffb81ff807b5e29a51ba14c64032eb0038b8dfd433b6d533
+aiofile==3.11.1 \
+    --hash=sha256:ce77d14ac07f77bc2b757834a5c129321f3f705c474593deed5ab209079a52c9
+aiofiles==25.1.0 \
+    --hash=sha256:abe311e527c862958650f9438e859c1fa7568a141b22abcd015e120e86a85695
+aiohappyeyeballs==2.7.1 \
+    --hash=sha256:9243213661e29250eb41368e5daa826fc017156c3b8a11440826b2e3ed376472
+aiohttp==3.14.3 \
+    --hash=sha256:8b3b60de05f3dcb6f6a00f818bb2ec781cee4de0645f59ccaf99b1d1823b6100
+aiosignal==1.4.0 \
+    --hash=sha256:053243f8b92b990551949e63930a839ff0cf0b0ebbe0597b0f3fb19e1a0fe82e
+aiosqlite==0.22.1 \
+    --hash=sha256:21c002eb13823fad740196c5a2e9d8e62f6243bd9e7e4a1f87fb5e44ecb4fceb
+alabaster==1.0.0 \
+    --hash=sha256:fc6786402dc3fcb2de3cabd5fe455a2db534b371124f1f21de8731783dec828b
+alembic==1.18.5 \
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+altair==6.2.2 \
+    --hash=sha256:94014f8ad8617c3cb163d1137359cd6db5ba134b9b46d93cfd8b609fd245a583
+annotated-doc==0.0.5 \
+    --hash=sha256:117bac03a25ede5df5440e855b32d556049ca169ead221505badf432fed4b101
+annotated-types==0.8.0 \
+    --hash=sha256:f072f4d804ea359e4eaf198b1af7a8b0943881a87f31bb764f8bf219bb9419e0
+anthropic==0.121.0 \
+    --hash=sha256:6048713fa441e59e1cba8363171cd2a86273b25bd213e9c7ac70a523af88b011
+anyio==4.14.2 \
+    --hash=sha256:9f505dda5ac9f0c8309b5e8bd445a8c2bf7246f3ce950121e45ea15bc41d1494
+anywidget==0.11.0 \
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+appdirs==1.4.4 \
+    --hash=sha256:a841dacd6b99318a741b166adb07e19ee71a274450e68237b4650ca1055ab128
+argcomplete==3.7.2 \
+    --hash=sha256:6029205678bdd9c1c728a155f5f9ecf5812393f969eef58807641a2bc2aa5b19
+argon2-cffi==25.1.0 \
+    --hash=sha256:fdc8b074db390fccb6eb4a3604ae7231f219aa669a2652e0f20e16ba513d5741
+argon2-cffi-bindings==25.1.0 \
+    --hash=sha256:a98cd7d17e9f7ce244c0803cad3c23a7d379c301ba618a5fa76a67d116618b98
+array-api-compat==1.15.0 \
+    --hash=sha256:7b1b9c53269061403fd5f45a8de349f16e7887653328bfa0c5f2d45299ff0a8e
+arrow==1.4.0 \
+    --hash=sha256:749f0769958ebdc79c173ff0b0670d59051a535fa26e8eba02953dc19eb43205
+asgi-csrf==0.11 \
+    --hash=sha256:03ac140115f39d4295288a9adf74fdc6ae607f6ef44abee8466520458207242b
+asgiref==3.12.1 \
+    --hash=sha256:fe386d1c2bff7259ea95929266d12a8cf9a8b5a1c2598402967d8792e7a7c094
+asn1crypto==1.5.1 \
+    --hash=sha256:db4e40728b728508912cbb3d44f19ce188f218e9eba635821bb4b68564f8fd67
+ast-serialize==0.8.0 \
+    --hash=sha256:861794565b06337005c1447ef23103a3d5a627d08bdc827870d00d0b28ef5f51
+asteval==1.0.9 \
+    --hash=sha256:60513ea5d608d27bdb0cf3785dc993a6c3adeaee45f1bded0953a09e904e461f
+astroid==4.0.4 \
+    --hash=sha256:52f39653876c7dec3e3afd4c2696920e05c83832b9737afc21928f2d2eb7a753
+asttokens==3.0.2 \
+    --hash=sha256:9da13157f5b28becde0bd374fc677dcd3c290614264eff096f167c469cd9f933
+async-lru==2.3.0 \
+    --hash=sha256:eea27b01841909316f2cc739807acea1c623df2be8c5cfad7583286397bb8315
+asyncssh==2.24.0 \
+    --hash=sha256:9abd46300adcb6d4b73269b34c53cd0d17a138b9a22b5b38008ce7d5808734b7
+attrs==26.1.0 \
+    --hash=sha256:c647aa4a12dfbad9333ca4e71fe62ddc36f4e63b2d260a37a8b83d2f043ac309
+authlib==1.7.2 \
+    --hash=sha256:3e1faedc9d87e7d56a164eca3ccb6ace0d61b94abe83e92242f8dc8bba9b4a9f
+autopep8==2.0.4 \
+    --hash=sha256:067959ca4a07b24dbd5345efa8325f5f58da4298dab0dde0443d5ed765de80cb
+azure-core==1.41.0 \
+    --hash=sha256:522b4011e8180b1a3dcd2024396a4e7fe9ac37fb8597db47163d230b5efe892d
+azure-cosmos==4.16.1 \
+    --hash=sha256:43717215ec1433c1ea0f0e3d465f9182fb5afff3ae2331e595367122297872f1
+azure-identity==1.25.3 \
+    --hash=sha256:f4d0b956a8146f30333e071374171f3cfa7bdb8073adb8c3814b65567aa7447c
+babel==2.18.0 \
+    --hash=sha256:e2b422b277c2b9a9630c1d7903c2a00d0830c409c59ac8cae9081c92f1aeba35
+baresql==1.0.0 \
+    --hash=sha256:a24d17f46beb47c221f328f7e06710e3896c6203a8e1909788d7128f27b86f01
+bcrypt==5.0.0 \
+    --hash=sha256:64ee8434b0da054d830fa8e89e1c8bf30061d539044a39524ff7dec90481e5c2
+beartype==0.22.9 \
+    --hash=sha256:d16c9bbc61ea14637596c5f6fbff2ee99cbe3573e46a716401734ef50c3060c2
+beautifulsoup4==4.15.0 \
+    --hash=sha256:d6f88de62e1d4e38ecb1077eb9724cd0eff29d2a08ca16a401e9b9e93f117cf9
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+black==26.5.1 \
+    --hash=sha256:577f21094ea469ef92ec1adaf2c9441a226d2144d01a5be2fa823cecf6543e50
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+    --hash=sha256:4b6b6a54fff2e69a3dde9d21cc6301220bee3c3cb792187d11403fd795031081
+blinker==1.9.0 \
+    --hash=sha256:ba0efaa9080b619ff2f3459d1d500c57bddea4a6b424b60a91141db6fd2f08bc
+bokeh==3.9.1 \
+    --hash=sha256:8bf2aae574509055fbd6b68f023046bebc91b0bbd631d204d0d60863b4237dbd
+branca==0.8.2 \
+    --hash=sha256:2ebaef3983e3312733c1ae2b793b0a8ba3e1c4edeb7598e10328505280cf2f7c
+brotli==1.2.0 \
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+build==1.5.0 \
+    --hash=sha256:13f3eecb844759ab66efec90ca17639bbf14dc06cb2fdf37a9010322d9c50a6f
+cachetools==7.1.4 \
+    --hash=sha256:323dc4127934744db5b54eb4924482d7edafbf9554e820d1531c2e08c0e4ef54
+caio==0.9.25 \
+    --hash=sha256:06c0bb02d6b929119b1cfbe1ca403c768b2013a369e2db46bfa2a5761cf82e40
+cattrs==26.1.0 \
+    --hash=sha256:d1e0804c42639494d469d08d4f26d6b9de9b8ab26b446db7b5f8c2e97f7c3096
+certifi==2026.1.4 \
+    --hash=sha256:9943707519e4add1115f44c2bc244f782c0249876bf51b6599fee1ffbedd685c
+cffi==2.1.1 \
+    --hash=sha256:3222ba5d678f80a030e6afbcc33dc1ae5cb45facabb61cee2c7016b8432fde48
+chardet==7.4.3 \
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+charset-normalizer==3.4.7 \
+    --hash=sha256:92a0a01ead5e668468e952e4238cccd7c537364eb7d851ab144ab6627dbbe12f
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+cloudpickle==3.1.2 \
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+dask==2026.7.1 \
+    --hash=sha256:985ffd6c5e9d7979ede515e84ae8d39b647d6aa64f77600f15714ff65f578fe6
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+    --hash=sha256:93cea333fb8b2bc0d181b0de5e16df50dd344ce64828226bda07728818936782
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+    --hash=sha256:01d9bbc4a2d76bf0db7c1f729812ded6d912bd318d3b1cf81d30c0f845dbf3af
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+    --hash=sha256:fd7d5094aa83943bf5f9e1a13701866b7c452eac19765380dead666e36d3711c
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+fastmcp-slim==3.4.7 \
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+filelock==3.32.2 \
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+    --hash=sha256:3e0761f4d1a44f1d1a47996511752cf3dcec5bbdd9cc2b4fe595caf97754b7a0
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+    --hash=sha256:096a5c31963687e99d752789382b9e8e71c0a56f9569b9760fd0de402f8b084a
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+gitdb==4.0.12 \
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+gitpython==3.1.62 \
+    --hash=sha256:7002251225e10e29d2e1f49e6532613fe5d5d9f0b6f1f02997a52b38fe56899e
+google-auth==2.56.3 \
+    --hash=sha256:8ec438808f813ad034535000261eed1067475d229d05bbf4216e78c3f2362e53
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+    --hash=sha256:4c5e60ccaed3ed35ac2ee81e87c5bebf7280cd49b81526d872a526e97ce25f46
+graphene==3.4.3 \
+    --hash=sha256:820db6289754c181007a150db1f7fff544b94142b556d12e3ebc777a7bf36c71
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+    --hash=sha256:f9b81c47231aa1e3a71a1e4b3cc85b42e3b14f85e3a36922f3323c4da23605ef
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+setuptools==83.0.0 \
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diff --git a/changelogs/requir.64-3_14_7_1slimfb1.txt b/changelogs/requir.64-3_14_7_1slimfb1.txt
new file mode 100644
index 00000000..a0664bd6
--- /dev/null
+++ b/changelogs/requir.64-3_14_7_1slimfb1.txt
@@ -0,0 +1,944 @@
+absl-py==2.5.0 \
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+aiofiles==25.1.0 \
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+aiohappyeyeballs==2.7.1 \
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+aiohttp==3.14.3 \
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+alabaster==1.0.0 \
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+arrow==1.4.0 \
+    --hash=sha256:749f0769958ebdc79c173ff0b0670d59051a535fa26e8eba02953dc19eb43205
+asgi-csrf==0.11 \
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+asn1crypto==1.5.1 \
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+ast-serialize==0.8.0 \
+    --hash=sha256:d8b3c8eee4c1baef9d4e84d2a59a805501617127be42615cb48970b15b0892b6
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+astroid==4.0.4 \
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+asttokens==3.0.2 \
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+async-lru==2.3.0 \
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+asyncssh==2.24.0 \
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+attrs==26.1.0 \
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+azure-core==1.41.0 \
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+baresql==1.0.0 \
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+certifi==2026.1.4 \
+    --hash=sha256:9943707519e4add1115f44c2bc244f782c0249876bf51b6599fee1ffbedd685c
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+google-auth==2.56.3 \
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+text-unidecode==1.3 \
+    --hash=sha256:1311f10e8b895935241623731c2ba64f4c455287888b18189350b67134a822e8
+textdistance==4.6.3 \
+    --hash=sha256:0cb1b2cc8e3339ddc3e0f8c870e49fb49de6ecc42a718917308b3c971f34aa56
+thefuzz==0.22.1 \
+    --hash=sha256:59729b33556850b90e1093c4cf9e618af6f2e4c985df193fdf3c5b5cf02ca481
+threadpoolctl==3.6.0 \
+    --hash=sha256:43a0b8fd5a2928500110039e43a5eed8480b918967083ea48dc3ab9f13c4a7fb
+three-merge==0.1.1 \
+    --hash=sha256:dd219f4696aa0bbec6099ac3528b4de0450ff9bde862dd8f6d6f52e745f83464
+tifffile==2026.4.11 \
+    --hash=sha256:9b94ffeddb39e97601af646345e8808f885773de01b299e480ed6d3a41509ec9
+tiktoken==0.12.0 \
+    --hash=sha256:f61c0aea5565ac82e2ec50a05e02a6c44734e91b51c10510b084ea1b8e633a71
+tinycss2==1.5.1 \
+    --hash=sha256:3415ba0f5839c062696996998176c4a3751d18b7edaaeeb658c9ce21ec150661
+toml==0.10.2 \
+    --hash=sha256:806143ae5bfb6a3c6e736a764057db0e6a0e05e338b5630894a5f779cabb4f9b
+tomli-w==1.2.0 \
+    --hash=sha256:188306098d013b691fcadc011abd66727d3c414c571bb01b1a174ba8c983cf90
+tomlkit==0.15.1 \
+    --hash=sha256:177a05aece5a8ca5266fd3c448abb47b8d352f09d477d3ca8332db4d89b24304
+toolz==1.1.0 \
+    --hash=sha256:15ccc861ac51c53696de0a5d6d4607f99c210739caf987b5d2054f3efed429d8
+tornado==6.5.7 \
+    --hash=sha256:66c513a76cda70d53907bc27cf1447557699c2e95aa48ba27a442ff61c3ddfc2
+tqdm==4.70.0 \
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+trio==0.34.0 \
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+uc-micro-py==2.0.0 \
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+yapf==0.43.0 \
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+yarl==1.24.5 \
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+yt-dlp==2026.7.4 \
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+zipp==4.1.0 \
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diff --git a/changelogs/requir.64-3_14_7_1slimfb2.txt b/changelogs/requir.64-3_14_7_1slimfb2.txt
new file mode 100644
index 00000000..0cc5a1c2
--- /dev/null
+++ b/changelogs/requir.64-3_14_7_1slimfb2.txt
@@ -0,0 +1,944 @@
+absl-py==2.5.0 \
+    --hash=sha256:0f17b89f2a4eaaedc4f28c622998aa690564b3012a396a4ffad0821007fe03ba
+adbc-driver-manager==1.12.0 \
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+aiofiles==25.1.0 \
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+aiohappyeyeballs==2.7.1 \
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+aiohttp==3.14.3 \
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+alabaster==1.0.0 \
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+altair==6.2.2 \
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+anywidget==0.11.0 \
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+yapf==0.43.0 \
+    --hash=sha256:224faffbc39c428cb095818cf6ef5511fdab6f7430a10783fdfb292ccf2852ca
+yarl==1.24.5 \
+    --hash=sha256:5c88e5815a49d289e599f3513aa7fde0bc2092ff188f99c940f007f90f53d104
+yt-dlp==2026.7.4 \
+    --hash=sha256:f11f2b11d5a8ac4059f9bdf29fa4407dc7c6bb00c5097e95ca22a7a9db518266
+zipp==4.1.0 \
+    --hash=sha256:25ad4e16390cd314347dd8f1de67a2ac538ae658ed4ab9db16029c07c188e97f
diff --git a/changelogs/requir.64-3_14_8_0dotb3.txt b/changelogs/requir.64-3_14_8_0dotb3.txt
new file mode 100644
index 00000000..72c43e0a
--- /dev/null
+++ b/changelogs/requir.64-3_14_8_0dotb3.txt
@@ -0,0 +1,16 @@
+build==1.5.0 \
+    --hash=sha256:13f3eecb844759ab66efec90ca17639bbf14dc06cb2fdf37a9010322d9c50a6f
+colorama==0.4.6 \
+    --hash=sha256:4f1d9991f5acc0ca119f9d443620b77f9d6b33703e51011c16baf57afb285fc6
+packaging==26.2 \
+    --hash=sha256:5fc45236b9446107ff2415ce77c807cee2862cb6fac22b8a73826d0693b0980e
+pyproject-hooks==1.2.0 \
+    --hash=sha256:9e5c6bfa8dcc30091c74b0cf803c81fdd29d94f01992a7707bc97babb1141913
+setuptools==83.0.0 \
+    --hash=sha256:29b23c360f22f414dc7336bb39178cc7bcbf6021ed2733cde173f09dba19abb3
+sqlite-bro==1.3.2 \
+    --hash=sha256:0ecda886fbd9c9536cbc7192662be0a0b7d963e9df506dcc788cf1e37e572034
+wheel==0.48.0 \
+    --hash=sha256:3217dcc807155e45db462d7ef2431f5ddda0d7273b700d05a67b271ceb1287ab
+wppm==17.13.20260913 \
+    --hash=sha256:86efc07a0c3c0ba9ca90d2f4b9dc6ffef0a258662b52f731b38655d871df76ca
diff --git a/changelogs/requir.64-3_14_8_0dotfb3.txt b/changelogs/requir.64-3_14_8_0dotfb3.txt
new file mode 100644
index 00000000..72c43e0a
--- /dev/null
+++ b/changelogs/requir.64-3_14_8_0dotfb3.txt
@@ -0,0 +1,16 @@
+build==1.5.0 \
+    --hash=sha256:13f3eecb844759ab66efec90ca17639bbf14dc06cb2fdf37a9010322d9c50a6f
+colorama==0.4.6 \
+    --hash=sha256:4f1d9991f5acc0ca119f9d443620b77f9d6b33703e51011c16baf57afb285fc6
+packaging==26.2 \
+    --hash=sha256:5fc45236b9446107ff2415ce77c807cee2862cb6fac22b8a73826d0693b0980e
+pyproject-hooks==1.2.0 \
+    --hash=sha256:9e5c6bfa8dcc30091c74b0cf803c81fdd29d94f01992a7707bc97babb1141913
+setuptools==83.0.0 \
+    --hash=sha256:29b23c360f22f414dc7336bb39178cc7bcbf6021ed2733cde173f09dba19abb3
+sqlite-bro==1.3.2 \
+    --hash=sha256:0ecda886fbd9c9536cbc7192662be0a0b7d963e9df506dcc788cf1e37e572034
+wheel==0.48.0 \
+    --hash=sha256:3217dcc807155e45db462d7ef2431f5ddda0d7273b700d05a67b271ceb1287ab
+wppm==17.13.20260913 \
+    --hash=sha256:86efc07a0c3c0ba9ca90d2f4b9dc6ffef0a258662b52f731b38655d871df76ca
diff --git a/changelogs/requir.64-3_14_8_0slimb3.txt b/changelogs/requir.64-3_14_8_0slimb3.txt
new file mode 100644
index 00000000..bb507fec
--- /dev/null
+++ b/changelogs/requir.64-3_14_8_0slimb3.txt
@@ -0,0 +1,1052 @@
+absl-py==2.5.0 \
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+aiofile==3.12.3 \
+    --hash=sha256:5c1bcc9e929c50834608e8cc1a4cc1d7503eb60c15a535b779fd39e2f372c017
+aiofiles==25.1.0 \
+    --hash=sha256:abe311e527c862958650f9438e859c1fa7568a141b22abcd015e120e86a85695
+aiohappyeyeballs==2.7.1 \
+    --hash=sha256:9243213661e29250eb41368e5daa826fc017156c3b8a11440826b2e3ed376472
+aiohttp==3.14.3 \
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+aiosignal==1.4.0 \
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+alabaster==1.0.0 \
+    --hash=sha256:fc6786402dc3fcb2de3cabd5fe455a2db534b371124f1f21de8731783dec828b
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+annotated-doc==0.0.5 \
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+argcomplete==3.7.2 \
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+    --hash=sha256:07a987221f99b368161db912065ef9e64c85f6b0901a2b05e9c1e6b41da08d55
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+    --hash=sha256:5d38af6cd620f2ae3849fb44fd4879e0890aa1febe8d47eb355fb45d93fe6a5b
+vega-datasets==0.9.0 \
+    --hash=sha256:3d7c63917be6ca9b154b565f4779a31fedce57b01b5b9d99d8a34a7608062a1d
+waitress==3.0.2 \
+    --hash=sha256:c56d67fd6e87c2ee598b76abdd4e96cfad1f24cacdea5078d382b1f9d7b5ed2e
+watchdog==6.0.0 \
+    --hash=sha256:cbafb470cf848d93b5d013e2ecb245d4aa1c8fd0504e863ccefa32445359d680
+wcwidth==0.7.0 \
+    --hash=sha256:5d69154c429a82910e241c738cd0e2976fac8a2dd47a1a805f4afed1c0f136f2
+webcolors==25.10.0 \
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+webencodings==0.5.1 \
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+websocket-client==1.9.0 \
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+websockets==15.0.1 \
+    --hash=sha256:f7a866fbc1e97b5c617ee4116daaa09b722101d4a3c170c787450ba409f9736f
+werkzeug==3.1.8 \
+    --hash=sha256:63a77fb8892bf28ebc3178683445222aa500e48ebad5ec77b0ad80f8726b1f50
+whatthepatch==1.0.7 \
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+wordcloud==1.9.6 \
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+wsproto==1.3.2 \
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+xarray==2026.7.0 \
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+xlsxwriter==3.2.9 \
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+xxhash==3.7.0 \
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+yapf==0.43.0 \
+    --hash=sha256:224faffbc39c428cb095818cf6ef5511fdab6f7430a10783fdfb292ccf2852ca
+yarl==1.24.5 \
+    --hash=sha256:5ba4f78df2bcc19f764a4b26a8a4f5049c110090ad5825993aacb052bf8003ad
+yt-dlp==2026.7.4 \
+    --hash=sha256:f11f2b11d5a8ac4059f9bdf29fa4407dc7c6bb00c5097e95ca22a7a9db518266
+zipp==4.1.0 \
+    --hash=sha256:25ad4e16390cd314347dd8f1de67a2ac538ae658ed4ab9db16029c07c188e97f
+zstandard==0.25.0 \
+    --hash=sha256:c19bcdd826e95671065f8692b5a4aa95c52dc7a02a4c5a0cac46deb879a017a2
diff --git a/changelogs/requir.64-3_14_8_0slimfb3.txt b/changelogs/requir.64-3_14_8_0slimfb3.txt
new file mode 100644
index 00000000..457c4c3b
--- /dev/null
+++ b/changelogs/requir.64-3_14_8_0slimfb3.txt
@@ -0,0 +1,944 @@
+absl-py==2.5.0 \
+    --hash=sha256:0f17b89f2a4eaaedc4f28c622998aa690564b3012a396a4ffad0821007fe03ba
+adbc-driver-manager==1.12.0 \
+    --hash=sha256:cfa08f8c7c63e3fa92eb4e26ef4d8a9520cf92a39281cd011821f6f16a963080
+aiofiles==25.1.0 \
+    --hash=sha256:abe311e527c862958650f9438e859c1fa7568a141b22abcd015e120e86a85695
+aiohappyeyeballs==2.7.1 \
+    --hash=sha256:9243213661e29250eb41368e5daa826fc017156c3b8a11440826b2e3ed376472
+aiohttp==3.14.3 \
+    --hash=sha256:b20032766aedf6261c7a566585a40867d092ac03a0d81592d5370ef9b054f99b
+aiosignal==1.4.0 \
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+aiosqlite==0.22.1 \
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+alabaster==1.0.0 \
+    --hash=sha256:fc6786402dc3fcb2de3cabd5fe455a2db534b371124f1f21de8731783dec828b
+alembic==1.18.5 \
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+altair==6.2.2 \
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+annotated-doc==0.0.5 \
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+anthropic==1.11.0 \
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+anyio==4.14.2 \
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+anywidget==0.11.0 \
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+argcomplete==3.7.2 \
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+seaborn==0.13.2 \
+    --hash=sha256:636f8336facf092165e27924f223d3c62ca560b1f2bb5dff7ab7fad265361987
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+setuptools==83.0.0 \
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+sphinx-rtd-theme==3.1.0 \
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+sphinxcontrib-devhelp==2.0.0 \
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+sphinxcontrib-jquery==4.1 \
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+sphinxcontrib-serializinghtml==2.0.0 \
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+yarl==1.24.5 \
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+yt-dlp==2026.7.4 \
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+zipp==4.1.0 \
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diff --git a/changelogs/requir.64-3_15_0_5dotb1.txt b/changelogs/requir.64-3_15_0_5dotb1.txt
new file mode 100644
index 00000000..8609db63
--- /dev/null
+++ b/changelogs/requir.64-3_15_0_5dotb1.txt
@@ -0,0 +1,16 @@
+build==1.5.0 \
+    --hash=sha256:13f3eecb844759ab66efec90ca17639bbf14dc06cb2fdf37a9010322d9c50a6f
+colorama==0.4.6 \
+    --hash=sha256:4f1d9991f5acc0ca119f9d443620b77f9d6b33703e51011c16baf57afb285fc6
+packaging==26.2 \
+    --hash=sha256:5fc45236b9446107ff2415ce77c807cee2862cb6fac22b8a73826d0693b0980e
+pyproject-hooks==1.2.0 \
+    --hash=sha256:9e5c6bfa8dcc30091c74b0cf803c81fdd29d94f01992a7707bc97babb1141913
+setuptools==83.0.0 \
+    --hash=sha256:29b23c360f22f414dc7336bb39178cc7bcbf6021ed2733cde173f09dba19abb3
+sqlite-bro==1.3.2 \
+    --hash=sha256:0ecda886fbd9c9536cbc7192662be0a0b7d963e9df506dcc788cf1e37e572034
+wheel==0.47.0 \
+    --hash=sha256:212281cab4dff978f6cedd499cd893e1f620791ca6ff7107cf270781e587eced
+wppm==17.12.20260816 \
+    --hash=sha256:c41a205f17dbef6b752d89ce3497a99253f1c3b927d8bc3674c04a36dcd741b0
diff --git a/changelogs/requir.64-3_15_0_5dotb2.txt b/changelogs/requir.64-3_15_0_5dotb2.txt
new file mode 100644
index 00000000..5514f7a5
--- /dev/null
+++ b/changelogs/requir.64-3_15_0_5dotb2.txt
@@ -0,0 +1,16 @@
+build==1.5.0 \
+    --hash=sha256:13f3eecb844759ab66efec90ca17639bbf14dc06cb2fdf37a9010322d9c50a6f
+colorama==0.4.6 \
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+packaging==26.2 \
+    --hash=sha256:5fc45236b9446107ff2415ce77c807cee2862cb6fac22b8a73826d0693b0980e
+pyproject-hooks==1.2.0 \
+    --hash=sha256:9e5c6bfa8dcc30091c74b0cf803c81fdd29d94f01992a7707bc97babb1141913
+setuptools==83.0.0 \
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+sqlite-bro==1.3.2 \
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+wheel==0.47.0 \
+    --hash=sha256:212281cab4dff978f6cedd499cd893e1f620791ca6ff7107cf270781e587eced
+wppm==17.13.20260913 \
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diff --git a/changelogs/requir.64-3_15_0_5dotb3.txt b/changelogs/requir.64-3_15_0_5dotb3.txt
new file mode 100644
index 00000000..72c43e0a
--- /dev/null
+++ b/changelogs/requir.64-3_15_0_5dotb3.txt
@@ -0,0 +1,16 @@
+build==1.5.0 \
+    --hash=sha256:13f3eecb844759ab66efec90ca17639bbf14dc06cb2fdf37a9010322d9c50a6f
+colorama==0.4.6 \
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+packaging==26.2 \
+    --hash=sha256:5fc45236b9446107ff2415ce77c807cee2862cb6fac22b8a73826d0693b0980e
+pyproject-hooks==1.2.0 \
+    --hash=sha256:9e5c6bfa8dcc30091c74b0cf803c81fdd29d94f01992a7707bc97babb1141913
+setuptools==83.0.0 \
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+sqlite-bro==1.3.2 \
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+wheel==0.48.0 \
+    --hash=sha256:3217dcc807155e45db462d7ef2431f5ddda0d7273b700d05a67b271ceb1287ab
+wppm==17.13.20260913 \
+    --hash=sha256:86efc07a0c3c0ba9ca90d2f4b9dc6ffef0a258662b52f731b38655d871df76ca
diff --git a/changelogs/requir.64-3_15_0_5dotfb1.txt b/changelogs/requir.64-3_15_0_5dotfb1.txt
new file mode 100644
index 00000000..8609db63
--- /dev/null
+++ b/changelogs/requir.64-3_15_0_5dotfb1.txt
@@ -0,0 +1,16 @@
+build==1.5.0 \
+    --hash=sha256:13f3eecb844759ab66efec90ca17639bbf14dc06cb2fdf37a9010322d9c50a6f
+colorama==0.4.6 \
+    --hash=sha256:4f1d9991f5acc0ca119f9d443620b77f9d6b33703e51011c16baf57afb285fc6
+packaging==26.2 \
+    --hash=sha256:5fc45236b9446107ff2415ce77c807cee2862cb6fac22b8a73826d0693b0980e
+pyproject-hooks==1.2.0 \
+    --hash=sha256:9e5c6bfa8dcc30091c74b0cf803c81fdd29d94f01992a7707bc97babb1141913
+setuptools==83.0.0 \
+    --hash=sha256:29b23c360f22f414dc7336bb39178cc7bcbf6021ed2733cde173f09dba19abb3
+sqlite-bro==1.3.2 \
+    --hash=sha256:0ecda886fbd9c9536cbc7192662be0a0b7d963e9df506dcc788cf1e37e572034
+wheel==0.47.0 \
+    --hash=sha256:212281cab4dff978f6cedd499cd893e1f620791ca6ff7107cf270781e587eced
+wppm==17.12.20260816 \
+    --hash=sha256:c41a205f17dbef6b752d89ce3497a99253f1c3b927d8bc3674c04a36dcd741b0
diff --git a/changelogs/requir.64-3_15_0_5dotfb2.txt b/changelogs/requir.64-3_15_0_5dotfb2.txt
new file mode 100644
index 00000000..5514f7a5
--- /dev/null
+++ b/changelogs/requir.64-3_15_0_5dotfb2.txt
@@ -0,0 +1,16 @@
+build==1.5.0 \
+    --hash=sha256:13f3eecb844759ab66efec90ca17639bbf14dc06cb2fdf37a9010322d9c50a6f
+colorama==0.4.6 \
+    --hash=sha256:4f1d9991f5acc0ca119f9d443620b77f9d6b33703e51011c16baf57afb285fc6
+packaging==26.2 \
+    --hash=sha256:5fc45236b9446107ff2415ce77c807cee2862cb6fac22b8a73826d0693b0980e
+pyproject-hooks==1.2.0 \
+    --hash=sha256:9e5c6bfa8dcc30091c74b0cf803c81fdd29d94f01992a7707bc97babb1141913
+setuptools==83.0.0 \
+    --hash=sha256:29b23c360f22f414dc7336bb39178cc7bcbf6021ed2733cde173f09dba19abb3
+sqlite-bro==1.3.2 \
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+wheel==0.47.0 \
+    --hash=sha256:212281cab4dff978f6cedd499cd893e1f620791ca6ff7107cf270781e587eced
+wppm==17.13.20260913 \
+    --hash=sha256:86efc07a0c3c0ba9ca90d2f4b9dc6ffef0a258662b52f731b38655d871df76ca
diff --git a/changelogs/requir.64-3_15_0_5dotfb3.txt b/changelogs/requir.64-3_15_0_5dotfb3.txt
new file mode 100644
index 00000000..72c43e0a
--- /dev/null
+++ b/changelogs/requir.64-3_15_0_5dotfb3.txt
@@ -0,0 +1,16 @@
+build==1.5.0 \
+    --hash=sha256:13f3eecb844759ab66efec90ca17639bbf14dc06cb2fdf37a9010322d9c50a6f
+colorama==0.4.6 \
+    --hash=sha256:4f1d9991f5acc0ca119f9d443620b77f9d6b33703e51011c16baf57afb285fc6
+packaging==26.2 \
+    --hash=sha256:5fc45236b9446107ff2415ce77c807cee2862cb6fac22b8a73826d0693b0980e
+pyproject-hooks==1.2.0 \
+    --hash=sha256:9e5c6bfa8dcc30091c74b0cf803c81fdd29d94f01992a7707bc97babb1141913
+setuptools==83.0.0 \
+    --hash=sha256:29b23c360f22f414dc7336bb39178cc7bcbf6021ed2733cde173f09dba19abb3
+sqlite-bro==1.3.2 \
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+wheel==0.48.0 \
+    --hash=sha256:3217dcc807155e45db462d7ef2431f5ddda0d7273b700d05a67b271ceb1287ab
+wppm==17.13.20260913 \
+    --hash=sha256:86efc07a0c3c0ba9ca90d2f4b9dc6ffef0a258662b52f731b38655d871df76ca
diff --git a/changelogs/requir.64-3_15_0_5slimb1.txt b/changelogs/requir.64-3_15_0_5slimb1.txt
new file mode 100644
index 00000000..c1338547
--- /dev/null
+++ b/changelogs/requir.64-3_15_0_5slimb1.txt
@@ -0,0 +1,616 @@
+absl-py==2.5.0 \
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+    --hash=sha256:00a7ea8c0c376fc0b053b2f2f8ef3bfb8b50fecf1ebf3eb80e4f8bd7f1941918
+rpds-py==2026.6.3 \
+    --hash=sha256:67e3a721ffc5d8d2210d3671872298c4a84e4b8035cfe42ffd7cde35d772b146
+rsa==4.9.1 \
+    --hash=sha256:68635866661c6836b8d39430f97a996acbd61bfa49406748ea243539fe239762
+rtree==1.4.1 \
+    --hash=sha256:efe125f416fd27150197ab8521158662943a40f87acab8028a1aac4ad667a489
+ruff==0.16.1 \
+    --hash=sha256:09b05e8b90c2cb06ad63464350e7a45e8e44a2dfe52072ebfba6666ca8d3f596
+rx==3.2.0 \
+    --hash=sha256:922c5f4edb3aa1beaa47bf61d65d5380011ff6adcd527f26377d05cb73ed8ec8
+scipy==1.18.1 \
+    --hash=sha256:92c14f5bdbfb6216315ce33e78080474082de8b3830122ba97809bfbe65f75c0
+scramp==1.4.17 \
+    --hash=sha256:a4e3fd2e8169461a28a13777a166d3da94274454f0714a7d3023fee124474ac8
+send2trash==2.1.0 \
+    --hash=sha256:0da2f112e6d6bb22de6aa6daa7e144831a4febf2a87261451c4ad849fe9a873c
+setuptools==83.0.0 \
+    --hash=sha256:29b23c360f22f414dc7336bb39178cc7bcbf6021ed2733cde173f09dba19abb3
+shellingham==1.5.4 \
+    --hash=sha256:7ecfff8f2fd72616f7481040475a65b2bf8af90a56c89140852d1120324e8686
+simpy==4.1.2 \
+    --hash=sha256:43071f84b6512c9b4fcb33ef057f240ccb1d1f3b263f9b4f9229d072e310b372
+six==1.17.0 \
+    --hash=sha256:4721f391ed90541fddacab5acf947aa0d3dc7d27b2e1e8eda2be8970586c3274
+smmap==5.0.3 \
+    --hash=sha256:c106e05d5a61449cf6ba9a1e650227ecfb141590d2a98412103ff35d89fc7b2f
+sniffio==1.3.1 \
+    --hash=sha256:2f6da418d1f1e0fddd844478f41680e794e6051915791a034ff65e5f100525a2
+snowballstemmer==3.1.1 \
+    --hash=sha256:7e207fa178741da09cdee59d3ecec3827ad5f92b1fc5c9ff3755b639f71f5752
+sortedcontainers==2.4.0 \
+    --hash=sha256:a163dcaede0f1c021485e957a39245190e74249897e2ae4b2aa38595db237ee0
+sounddevice==0.5.5 \
+    --hash=sha256:cfc6b2c49fb7f555591c78cb8ecf48d6a637fd5b6e1db5fec6ed9365d64b3519
+soundfile==0.14.0 \
+    --hash=sha256:299491d3499460fb1b74bb4bd78b57ffc2d243a5fafa7b6ec1b264875c78453e
+soupsieve==2.9.2 \
+    --hash=sha256:8089a26fd974ca7a1f30276d3d8492ab266ab15af581642dfe8aa162e0c1c823
+sqlalchemy==2.0.51 \
+    --hash=sha256:bb024d8b621d0be75f4f44ecc7c950450026e76d66dc8f791bb5331d7fed59d5
+sqlite-bro==1.3.2 \
+    --hash=sha256:0ecda886fbd9c9536cbc7192662be0a0b7d963e9df506dcc788cf1e37e572034
+sqlite-fts4==1.0.3 \
+    --hash=sha256:0359edd8dea6fd73c848989e1e2b1f31a50fe5f9d7272299ff0e8dbaa62d035f
+sqlite-utils==4.1.1 \
+    --hash=sha256:b52fd3d58b2778aacb35a074323aac49a924a323f98ee74027e590b08d1e6f32
+sqlparse==0.6.0 \
+    --hash=sha256:b861c0288ce2fa56209a9a6412d2e066ac664b3873b89c26c9d8415e8e32996f
+squarify==0.4.4 \
+    --hash=sha256:d7597724e29d48aa14fd2f551060d6b09e1f0a67e4cd3ea329fe03b4c9a56f11
+sse-starlette==3.4.8 \
+    --hash=sha256:6e82314c786709a3cd9520f2285cf9fff90e181e598e8a357b0cf80f66afba0d
+sspilib==0.5.0 \
+    --hash=sha256:ca2a21a4e90db563c2cec639c66b3a29ea53129a0c55ff1e4154a02937f6bd45
+stack-data==0.6.3 \
+    --hash=sha256:d5558e0c25a4cb0853cddad3d77da9891a08cb85dd9f9f91b9f8cd66e511e695
+starlette==1.6.0 \
+    --hash=sha256:a86dd39d14bb45f85a3d18525215a9ef0cfd1f192ac793220e72598c90335f0c
+sympy==1.14.0 \
+    --hash=sha256:e091cc3e99d2141a0ba2847328f5479b05d94a6635cb96148ccb3f34671bd8f5
+tabulate==0.10.0 \
+    --hash=sha256:f0b0622e567335c8fabaaa659f1b33bcb6ddfe2e496071b743aa113f8774f2d3
+tenacity==9.1.4 \
+    --hash=sha256:6095a360c919085f28c6527de529e76a06ad89b23659fa881ae0649b867a9d55
+termcolor==3.3.0 \
+    --hash=sha256:cf642efadaf0a8ebbbf4bc7a31cec2f9b5f21a9f726f4ccbb08192c9c26f43a5
+text-unidecode==1.3 \
+    --hash=sha256:1311f10e8b895935241623731c2ba64f4c455287888b18189350b67134a822e8
+textdistance==4.6.3 \
+    --hash=sha256:0cb1b2cc8e3339ddc3e0f8c870e49fb49de6ecc42a718917308b3c971f34aa56
+threadpoolctl==3.6.0 \
+    --hash=sha256:43a0b8fd5a2928500110039e43a5eed8480b918967083ea48dc3ab9f13c4a7fb
+three-merge==0.1.1 \
+    --hash=sha256:dd219f4696aa0bbec6099ac3528b4de0450ff9bde862dd8f6d6f52e745f83464
+tifffile==2026.4.11 \
+    --hash=sha256:9b94ffeddb39e97601af646345e8808f885773de01b299e480ed6d3a41509ec9
+tinycss2==1.5.1 \
+    --hash=sha256:3415ba0f5839c062696996998176c4a3751d18b7edaaeeb658c9ce21ec150661
+toml==0.10.2 \
+    --hash=sha256:806143ae5bfb6a3c6e736a764057db0e6a0e05e338b5630894a5f779cabb4f9b
+tomli-w==1.2.0 \
+    --hash=sha256:188306098d013b691fcadc011abd66727d3c414c571bb01b1a174ba8c983cf90
+tomlkit==0.15.1 \
+    --hash=sha256:177a05aece5a8ca5266fd3c448abb47b8d352f09d477d3ca8332db4d89b24304
+toolz==1.1.0 \
+    --hash=sha256:15ccc861ac51c53696de0a5d6d4607f99c210739caf987b5d2054f3efed429d8
+tornado==6.5.8 \
+    --hash=sha256:11881db6b7c168494be2c2d12e65931451bdf7ee718535418ae1d8855dd5a0ee
+tqdm==4.70.0 \
+    --hash=sha256:7f585706bfddbdebf89daac705b2dfcc16890130727d3197ca62c732b4310953
+traitlets==5.15.1 \
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+traittypes==0.2.3 \
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+trio==0.34.0 \
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+trove-classifiers==2026.6.1.19 \
+    --hash=sha256:ab4c4ec93cc4a4e7815fa759906e05e6bb3f2fbd92ea0f897288c6a43efd15b3
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+tzdata==2026.3 \
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+uncertainties==3.2.3 \
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+urllib3==2.7.0 \
+    --hash=sha256:9fb4c81ebbb1ce9531cce37674bbc6f1360472bc18ca9a553ede278ef7276897
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+waitress==3.0.2 \
+    --hash=sha256:c56d67fd6e87c2ee598b76abdd4e96cfad1f24cacdea5078d382b1f9d7b5ed2e
+watchdog==6.0.0 \
+    --hash=sha256:cbafb470cf848d93b5d013e2ecb245d4aa1c8fd0504e863ccefa32445359d680
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+webcolors==25.10.0 \
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+webencodings==0.5.1 \
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+websocket-client==1.9.0 \
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+websockets==15.0.1 \
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+whatthepatch==1.0.7 \
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+wheel==0.47.0 \
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+wppm==17.12.20260816 \
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+wsproto==1.3.2 \
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+xlsxwriter==3.2.9 \
+    --hash=sha256:9a5db42bc5dff014806c58a20b9eae7322a134abb6fce3c92c181bfb275ec5b3
+yapf==0.43.0 \
+    --hash=sha256:224faffbc39c428cb095818cf6ef5511fdab6f7430a10783fdfb292ccf2852ca
+yarl==1.24.5 \
+    --hash=sha256:a33700d13d9b7d84fd10947b09ff69fb9a792e519c8cb9764a3ca70baa6c23a7
+yt-dlp==2026.7.4 \
+    --hash=sha256:f11f2b11d5a8ac4059f9bdf29fa4407dc7c6bb00c5097e95ca22a7a9db518266
+zipp==4.1.0 \
+    --hash=sha256:25ad4e16390cd314347dd8f1de67a2ac538ae658ed4ab9db16029c07c188e97f
diff --git a/changelogs/requir.64-3_15_0_5slimb2.txt b/changelogs/requir.64-3_15_0_5slimb2.txt
new file mode 100644
index 00000000..6f01489b
--- /dev/null
+++ b/changelogs/requir.64-3_15_0_5slimb2.txt
@@ -0,0 +1,814 @@
+absl-py==2.5.0 \
+    --hash=sha256:0f17b89f2a4eaaedc4f28c622998aa690564b3012a396a4ffad0821007fe03ba
+aiofiles==25.1.0 \
+    --hash=sha256:abe311e527c862958650f9438e859c1fa7568a141b22abcd015e120e86a85695
+aiohappyeyeballs==2.7.1 \
+    --hash=sha256:9243213661e29250eb41368e5daa826fc017156c3b8a11440826b2e3ed376472
+aiosignal==1.4.0 \
+    --hash=sha256:053243f8b92b990551949e63930a839ff0cf0b0ebbe0597b0f3fb19e1a0fe82e
+aiosqlite==0.22.1 \
+    --hash=sha256:21c002eb13823fad740196c5a2e9d8e62f6243bd9e7e4a1f87fb5e44ecb4fceb
+alabaster==1.0.0 \
+    --hash=sha256:fc6786402dc3fcb2de3cabd5fe455a2db534b371124f1f21de8731783dec828b
+annotated-doc==0.0.5 \
+    --hash=sha256:117bac03a25ede5df5440e855b32d556049ca169ead221505badf432fed4b101
+annotated-types==0.8.0 \
+    --hash=sha256:f072f4d804ea359e4eaf198b1af7a8b0943881a87f31bb764f8bf219bb9419e0
+anyio==4.14.2 \
+    --hash=sha256:9f505dda5ac9f0c8309b5e8bd445a8c2bf7246f3ce950121e45ea15bc41d1494
+appdirs==1.4.4 \
+    --hash=sha256:a841dacd6b99318a741b166adb07e19ee71a274450e68237b4650ca1055ab128
+argcomplete==3.7.2 \
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+argon2-cffi==25.1.0 \
+    --hash=sha256:fdc8b074db390fccb6eb4a3604ae7231f219aa669a2652e0f20e16ba513d5741
+argon2-cffi-bindings==25.1.0 \
+    --hash=sha256:a98cd7d17e9f7ce244c0803cad3c23a7d379c301ba618a5fa76a67d116618b98
+array-api-compat==1.15.0 \
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+arrow==1.4.0 \
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+asgi-csrf==0.11 \
+    --hash=sha256:03ac140115f39d4295288a9adf74fdc6ae607f6ef44abee8466520458207242b
+asgiref==3.12.1 \
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+asn1crypto==1.5.1 \
+    --hash=sha256:db4e40728b728508912cbb3d44f19ce188f218e9eba635821bb4b68564f8fd67
+ast-serialize==0.8.0 \
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+asteval==1.0.9 \
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+astroid==4.0.4 \
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+asttokens==3.0.2 \
+    --hash=sha256:9da13157f5b28becde0bd374fc677dcd3c290614264eff096f167c469cd9f933
+async-lru==2.3.0 \
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+autopep8==2.3.2 \
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+azure-core==1.41.0 \
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+azure-cosmos==4.16.1 \
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+azure-identity==1.25.3 \
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+baresql==1.0.0 \
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+beartype==0.22.9 \
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+bleach==6.4.0 \
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+build==1.5.0 \
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+certifi==2026.1.4 \
+    --hash=sha256:9943707519e4add1115f44c2bc244f782c0249876bf51b6599fee1ffbedd685c
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+charset-normalizer==3.4.4 \
+    --hash=sha256:7a32c560861a02ff789ad905a2fe94e3f840803362c84fecf1851cb4cf3dc37f
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+ml-dtypes==0.6.0 \
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+    --hash=sha256:922c5f4edb3aa1beaa47bf61d65d5380011ff6adcd527f26377d05cb73ed8ec8
+scikit-learn==1.9.1 \
+    --hash=sha256:52cfdb1fed3a34362dbc0bd96f2e761a66fd5724d6901629f5a558f1f3bd9849
+scipy==1.18.1 \
+    --hash=sha256:92c14f5bdbfb6216315ce33e78080474082de8b3830122ba97809bfbe65f75c0
+scramp==1.4.17 \
+    --hash=sha256:a4e3fd2e8169461a28a13777a166d3da94274454f0714a7d3023fee124474ac8
+scs==3.3.1 \
+    --hash=sha256:cc8479a3c31394d4ca453007b9c13222bf5a270e28cb675661579b2357fa8ef6
+seaborn==0.13.2 \
+    --hash=sha256:636f8336facf092165e27924f223d3c62ca560b1f2bb5dff7ab7fad265361987
+send2trash==2.1.0 \
+    --hash=sha256:0da2f112e6d6bb22de6aa6daa7e144831a4febf2a87261451c4ad849fe9a873c
+setuptools==83.0.0 \
+    --hash=sha256:29b23c360f22f414dc7336bb39178cc7bcbf6021ed2733cde173f09dba19abb3
+shellingham==1.5.4 \
+    --hash=sha256:7ecfff8f2fd72616f7481040475a65b2bf8af90a56c89140852d1120324e8686
+simplejson==4.1.2 \
+    --hash=sha256:93f95f6769f37f4c3763666950b23bf9b9230b60bf1d718845e92db2ebcbf32d
+simpy==4.1.2 \
+    --hash=sha256:43071f84b6512c9b4fcb33ef057f240ccb1d1f3b263f9b4f9229d072e310b372
+six==1.17.0 \
+    --hash=sha256:4721f391ed90541fddacab5acf947aa0d3dc7d27b2e1e8eda2be8970586c3274
+sklearn-compat==0.1.6 \
+    --hash=sha256:b555db6c09d21eb50ee4a767dc08478a865f33f0e42b3ff8fc33f33c616bd7c1
+smmap==5.0.3 \
+    --hash=sha256:c106e05d5a61449cf6ba9a1e650227ecfb141590d2a98412103ff35d89fc7b2f
+sniffio==1.3.1 \
+    --hash=sha256:2f6da418d1f1e0fddd844478f41680e794e6051915791a034ff65e5f100525a2
+snowballstemmer==3.1.1 \
+    --hash=sha256:7e207fa178741da09cdee59d3ecec3827ad5f92b1fc5c9ff3755b639f71f5752
+sortedcontainers==2.4.0 \
+    --hash=sha256:a163dcaede0f1c021485e957a39245190e74249897e2ae4b2aa38595db237ee0
+sounddevice==0.5.5 \
+    --hash=sha256:cfc6b2c49fb7f555591c78cb8ecf48d6a637fd5b6e1db5fec6ed9365d64b3519
+soundfile==0.14.0 \
+    --hash=sha256:299491d3499460fb1b74bb4bd78b57ffc2d243a5fafa7b6ec1b264875c78453e
+soupsieve==2.9.2 \
+    --hash=sha256:8089a26fd974ca7a1f30276d3d8492ab266ab15af581642dfe8aa162e0c1c823
+sqlalchemy==2.0.51 \
+    --hash=sha256:bb024d8b621d0be75f4f44ecc7c950450026e76d66dc8f791bb5331d7fed59d5
+sqlite-bro==1.3.2 \
+    --hash=sha256:0ecda886fbd9c9536cbc7192662be0a0b7d963e9df506dcc788cf1e37e572034
+sqlite-fts4==1.0.3 \
+    --hash=sha256:0359edd8dea6fd73c848989e1e2b1f31a50fe5f9d7272299ff0e8dbaa62d035f
+sqlite-utils==4.1.1 \
+    --hash=sha256:b52fd3d58b2778aacb35a074323aac49a924a323f98ee74027e590b08d1e6f32
+sqlparse==0.6.0 \
+    --hash=sha256:b861c0288ce2fa56209a9a6412d2e066ac664b3873b89c26c9d8415e8e32996f
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+    --hash=sha256:d7597724e29d48aa14fd2f551060d6b09e1f0a67e4cd3ea329fe03b4c9a56f11
+sse-starlette==3.4.8 \
+    --hash=sha256:6e82314c786709a3cd9520f2285cf9fff90e181e598e8a357b0cf80f66afba0d
+sspilib==0.5.0 \
+    --hash=sha256:ca2a21a4e90db563c2cec639c66b3a29ea53129a0c55ff1e4154a02937f6bd45
+stack-data==0.6.3 \
+    --hash=sha256:d5558e0c25a4cb0853cddad3d77da9891a08cb85dd9f9f91b9f8cd66e511e695
+starlette==1.6.0 \
+    --hash=sha256:a86dd39d14bb45f85a3d18525215a9ef0cfd1f192ac793220e72598c90335f0c
+statsmodels==0.15.0 \
+    --hash=sha256:511a4f9cadbf91a690bfa863bb3e25dce583d8140046886fdf35fbfabfbce401
+sympy==1.14.0 \
+    --hash=sha256:e091cc3e99d2141a0ba2847328f5479b05d94a6635cb96148ccb3f34671bd8f5
+tabulate==0.10.0 \
+    --hash=sha256:f0b0622e567335c8fabaaa659f1b33bcb6ddfe2e496071b743aa113f8774f2d3
+tenacity==9.1.4 \
+    --hash=sha256:6095a360c919085f28c6527de529e76a06ad89b23659fa881ae0649b867a9d55
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+    --hash=sha256:cf642efadaf0a8ebbbf4bc7a31cec2f9b5f21a9f726f4ccbb08192c9c26f43a5
+text-unidecode==1.3 \
+    --hash=sha256:1311f10e8b895935241623731c2ba64f4c455287888b18189350b67134a822e8
+textdistance==4.6.3 \
+    --hash=sha256:0cb1b2cc8e3339ddc3e0f8c870e49fb49de6ecc42a718917308b3c971f34aa56
+thefuzz==0.22.1 \
+    --hash=sha256:59729b33556850b90e1093c4cf9e618af6f2e4c985df193fdf3c5b5cf02ca481
+threadpoolctl==3.6.0 \
+    --hash=sha256:43a0b8fd5a2928500110039e43a5eed8480b918967083ea48dc3ab9f13c4a7fb
+three-merge==0.1.1 \
+    --hash=sha256:dd219f4696aa0bbec6099ac3528b4de0450ff9bde862dd8f6d6f52e745f83464
+tifffile==2026.4.11 \
+    --hash=sha256:9b94ffeddb39e97601af646345e8808f885773de01b299e480ed6d3a41509ec9
+tiktoken==0.14.0 \
+    --hash=sha256:1b6e4adcfd285c44502aed51df98aaaca4f0fea028165dbf8a9e857b9f98d8ea
+tinycss2==1.5.1 \
+    --hash=sha256:3415ba0f5839c062696996998176c4a3751d18b7edaaeeb658c9ce21ec150661
+toml==0.10.2 \
+    --hash=sha256:806143ae5bfb6a3c6e736a764057db0e6a0e05e338b5630894a5f779cabb4f9b
+tomli-w==1.2.0 \
+    --hash=sha256:188306098d013b691fcadc011abd66727d3c414c571bb01b1a174ba8c983cf90
+tomlkit==0.15.1 \
+    --hash=sha256:177a05aece5a8ca5266fd3c448abb47b8d352f09d477d3ca8332db4d89b24304
+toolz==1.1.0 \
+    --hash=sha256:15ccc861ac51c53696de0a5d6d4607f99c210739caf987b5d2054f3efed429d8
+tornado==6.5.10 \
+    --hash=sha256:37ae8f150cecfdbf747fc4e12f5e9a97ecd8cf1d4cdb3f119e2de84b11196918
+tqdm==4.70.0 \
+    --hash=sha256:7f585706bfddbdebf89daac705b2dfcc16890130727d3197ca62c732b4310953
+traitlets==5.16.1 \
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+traittypes==0.2.3 \
+    --hash=sha256:49016082ce740d6556d9bb4672ee2d899cd14f9365f17cbb79d5d96b47096d4e
+trio==0.34.0 \
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+trove-classifiers==2026.6.1.19 \
+    --hash=sha256:ab4c4ec93cc4a4e7815fa759906e05e6bb3f2fbd92ea0f897288c6a43efd15b3
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+typing-extensions==4.16.0 \
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+tzdata==2026.3 \
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+uc-micro-py==2.0.0 \
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+ujson==6.0.0 \
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+uncertainties==3.2.3 \
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+urllib3==2.7.0 \
+    --hash=sha256:9fb4c81ebbb1ce9531cce37674bbc6f1360472bc18ca9a553ede278ef7276897
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+    --hash=sha256:5d38af6cd620f2ae3849fb44fd4879e0890aa1febe8d47eb355fb45d93fe6a5b
+vega-datasets==0.9.0 \
+    --hash=sha256:3d7c63917be6ca9b154b565f4779a31fedce57b01b5b9d99d8a34a7608062a1d
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+watchdog==6.0.0 \
+    --hash=sha256:cbafb470cf848d93b5d013e2ecb245d4aa1c8fd0504e863ccefa32445359d680
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+webcolors==25.10.0 \
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+webencodings==0.5.1 \
+    --hash=sha256:a0af1213f3c2226497a97e2b3aa01a7e4bee4f403f95be16fc9acd2947514a78
+websocket-client==1.9.0 \
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+websockets==15.0.1 \
+    --hash=sha256:f7a866fbc1e97b5c617ee4116daaa09b722101d4a3c170c787450ba409f9736f
+whatthepatch==1.0.7 \
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+widgetsnbextension==4.0.15 \
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+wppm==17.13.20260913 \
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+wrapt==2.4.0 \
+    --hash=sha256:e8df31a126a0a247c1aa379e30873839de03912dea09ca360c680f3625d815df
+wsproto==1.3.2 \
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+xarray==2026.7.0 \
+    --hash=sha256:bf9dd130b93806dc78e90c1b7ac24851b31557b888674c53622235691cf21824
+xlsxwriter==3.2.9 \
+    --hash=sha256:9a5db42bc5dff014806c58a20b9eae7322a134abb6fce3c92c181bfb275ec5b3
+xxhash==4.0.1 \
+    --hash=sha256:0ab851b45c70d4992be7cdeeee16f97a0b677408c758c4b1efb1cfe8030bfd37
+xyzservices==2026.3.0 \
+    --hash=sha256:503183d4b322bfebc3c50cdd21192aa3e81e36c5efbf9133d54ae82143e0576b
+yapf==0.43.0 \
+    --hash=sha256:224faffbc39c428cb095818cf6ef5511fdab6f7430a10783fdfb292ccf2852ca
+yarl==1.24.5 \
+    --hash=sha256:a33700d13d9b7d84fd10947b09ff69fb9a792e519c8cb9764a3ca70baa6c23a7
+yt-dlp==2026.7.4 \
+    --hash=sha256:f11f2b11d5a8ac4059f9bdf29fa4407dc7c6bb00c5097e95ca22a7a9db518266
+zipp==4.1.0 \
+    --hash=sha256:25ad4e16390cd314347dd8f1de67a2ac538ae658ed4ab9db16029c07c188e97f
diff --git a/changelogs/requir.64-3_15_0_5slimb3.txt b/changelogs/requir.64-3_15_0_5slimb3.txt
new file mode 100644
index 00000000..ef14bd48
--- /dev/null
+++ b/changelogs/requir.64-3_15_0_5slimb3.txt
@@ -0,0 +1,856 @@
+absl-py==2.5.0 \
+    --hash=sha256:0f17b89f2a4eaaedc4f28c622998aa690564b3012a396a4ffad0821007fe03ba
+aiofile==3.12.3 \
+    --hash=sha256:5c1bcc9e929c50834608e8cc1a4cc1d7503eb60c15a535b779fd39e2f372c017
+aiofiles==25.1.0 \
+    --hash=sha256:abe311e527c862958650f9438e859c1fa7568a141b22abcd015e120e86a85695
+aiohappyeyeballs==2.7.1 \
+    --hash=sha256:9243213661e29250eb41368e5daa826fc017156c3b8a11440826b2e3ed376472
+aiosignal==1.4.0 \
+    --hash=sha256:053243f8b92b990551949e63930a839ff0cf0b0ebbe0597b0f3fb19e1a0fe82e
+aiosqlite==0.22.1 \
+    --hash=sha256:21c002eb13823fad740196c5a2e9d8e62f6243bd9e7e4a1f87fb5e44ecb4fceb
+alabaster==1.0.0 \
+    --hash=sha256:fc6786402dc3fcb2de3cabd5fe455a2db534b371124f1f21de8731783dec828b
+alembic==1.18.5 \
+    --hash=sha256:06d8ba9d04558022f5395e9317de03d270f3dced49cee01f89fe7a13c26f14bc
+altair==6.2.2 \
+    --hash=sha256:94014f8ad8617c3cb163d1137359cd6db5ba134b9b46d93cfd8b609fd245a583
+annotated-doc==0.0.5 \
+    --hash=sha256:117bac03a25ede5df5440e855b32d556049ca169ead221505badf432fed4b101
+annotated-types==0.8.0 \
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+anthropic==1.11.0 \
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+anyio==4.14.2 \
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+anywidget==0.11.0 \
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+appdirs==1.4.4 \
+    --hash=sha256:a841dacd6b99318a741b166adb07e19ee71a274450e68237b4650ca1055ab128
+argcomplete==3.7.2 \
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+argon2-cffi==25.1.0 \
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+argon2-cffi-bindings==25.1.0 \
+    --hash=sha256:a98cd7d17e9f7ce244c0803cad3c23a7d379c301ba618a5fa76a67d116618b98
+array-api-compat==1.15.0 \
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+arrow==1.4.0 \
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+asgi-csrf==0.11 \
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+asn1crypto==1.5.1 \
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+astroid==4.0.4 \
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+asttokens==3.0.2 \
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+async-lru==2.3.0 \
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+asyncssh==2.24.0 \
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+authlib==1.7.2 \
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+autopep8==2.3.2 \
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+azure-core==1.41.0 \
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+azure-cosmos==4.16.1 \
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+azure-identity==1.25.3 \
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+babel==2.18.0 \
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+baresql==1.0.0 \
+    --hash=sha256:a24d17f46beb47c221f328f7e06710e3896c6203a8e1909788d7128f27b86f01
+bcrypt==5.0.0 \
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+beartype==0.22.9 \
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+beautifulsoup4==4.15.0 \
+    --hash=sha256:d6f88de62e1d4e38ecb1077eb9724cd0eff29d2a08ca16a401e9b9e93f117cf9
+binaryornot==0.6.0 \
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+pytoolconfig==1.3.1 \
+    --hash=sha256:5d8cea8ae1996938ec3eaf44567bbc5ef1bc900742190c439a44a704d6e1b62b
+pyuca==1.2 \
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+pyusb==1.3.1 \
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+pyvisa==1.16.2 \
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+pyviz-comms==3.0.6 \
+    --hash=sha256:4eba6238cd4a7f4add2d11879ce55411785b7d38a7c5dba42c7a0826ca53e6c2
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+pywin32==312 \
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+pywin32-ctypes==0.2.3 \
+    --hash=sha256:8a1513379d709975552d202d942d9837758905c8d01eb82b8bcc30918929e7b8
+pyzmq==27.2.0 \
+    --hash=sha256:2c218c6ab8bc447ba62054b581fd30209689d199c6ecb253f79615ca74a38e12
+qrcode==8.2 \
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+quantecon==0.11.4 \
+    --hash=sha256:eb0951fc5037944195d0b715c0cd535908adcdefd389c99bc3eba5825086774f
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+readme-renderer==45.0 \
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+requests-ntlm==1.3.0 \
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+tomli-w==1.2.0 \
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+yarl==1.24.5 \
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+yt-dlp==2026.7.4 \
+    --hash=sha256:f11f2b11d5a8ac4059f9bdf29fa4407dc7c6bb00c5097e95ca22a7a9db518266
+zipp==4.1.0 \
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diff --git a/changelogs/requir.64-3_15_0_5slimfb2.txt b/changelogs/requir.64-3_15_0_5slimfb2.txt
new file mode 100644
index 00000000..141e0dca
--- /dev/null
+++ b/changelogs/requir.64-3_15_0_5slimfb2.txt
@@ -0,0 +1,742 @@
+absl-py==2.5.0 \
+    --hash=sha256:0f17b89f2a4eaaedc4f28c622998aa690564b3012a396a4ffad0821007fe03ba
+aiofiles==25.1.0 \
+    --hash=sha256:abe311e527c862958650f9438e859c1fa7568a141b22abcd015e120e86a85695
+aiohappyeyeballs==2.7.1 \
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+aiosignal==1.4.0 \
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+aiosqlite==0.22.1 \
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+alabaster==1.0.0 \
+    --hash=sha256:fc6786402dc3fcb2de3cabd5fe455a2db534b371124f1f21de8731783dec828b
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+    --hash=sha256:07b45ba5c94b8fcb30cb6c56a11f715c57533a3017964504322ea52690a27b72
+reportlab==5.0.0 \
+    --hash=sha256:9d5a3affa84919e1111ede580031266a570e93b1ce388219621347965ff1d93c
+requests==2.34.2 \
+    --hash=sha256:2a0d60c172f83ac6ab31e4554906c0f3b3588d37b5cb939b1c061f4907e278e0
+requests-toolbelt==1.0.0 \
+    --hash=sha256:cccfdd665f0a24fcf4726e690f65639d272bb0637b9b92dfd91a5568ccf6bd06
+rfc3339-validator==0.1.4 \
+    --hash=sha256:24f6ec1eda14ef823da9e36ec7113124b39c04d50a4d3d3a3c2859577e7791fa
+rfc3986==2.0.0 \
+    --hash=sha256:50b1502b60e289cb37883f3dfd34532b8873c7de9f49bb546641ce9cbd256ebd
+rfc3986-validator==0.1.1 \
+    --hash=sha256:2f235c432ef459970b4306369336b9d5dbdda31b510ca1e327636e01f528bfa9
+rfc3987-syntax==1.1.0 \
+    --hash=sha256:6c3d97604e4c5ce9f714898e05401a0445a641cfa276432b0a648c80856f6a3f
+rich==15.0.0 \
+    --hash=sha256:33bd4ef74232fb73fe9279a257718407f169c09b78a87ad3d296f548e27de0bb
+roman-numerals==4.1.0 \
+    --hash=sha256:647ba99caddc2cc1e55a51e4360689115551bf4476d90e8162cf8c345fe233c7
+rope==1.14.0 \
+    --hash=sha256:00a7ea8c0c376fc0b053b2f2f8ef3bfb8b50fecf1ebf3eb80e4f8bd7f1941918
+rpds-py==2026.6.3 \
+    --hash=sha256:ae3d4fe8c0b9213624fdce7279d70e3b148b682ca20719ebd193a23ebfa47324
+rsa==4.9.1 \
+    --hash=sha256:68635866661c6836b8d39430f97a996acbd61bfa49406748ea243539fe239762
+rtree==1.4.1 \
+    --hash=sha256:efe125f416fd27150197ab8521158662943a40f87acab8028a1aac4ad667a489
+ruff==0.16.1 \
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+rx==3.2.0 \
+    --hash=sha256:922c5f4edb3aa1beaa47bf61d65d5380011ff6adcd527f26377d05cb73ed8ec8
+scikit-learn==1.9.1 \
+    --hash=sha256:ffbcbbbb44202fbe9bc64bced25a145759adb9ef010b3d37a8064958ac13df2a
+scipy==1.18.1 \
+    --hash=sha256:5632e3ae3d09197c446310cd5187de63e28448ce22f0f67b2b93d97503c0c230
+scramp==1.4.17 \
+    --hash=sha256:a4e3fd2e8169461a28a13777a166d3da94274454f0714a7d3023fee124474ac8
+scs==3.3.1 \
+    --hash=sha256:98cb9677e2e8b33ce7850ca4c3df58e4f6f89143ed11822699e63c293c53181d
+seaborn==0.13.2 \
+    --hash=sha256:636f8336facf092165e27924f223d3c62ca560b1f2bb5dff7ab7fad265361987
+send2trash==2.1.0 \
+    --hash=sha256:0da2f112e6d6bb22de6aa6daa7e144831a4febf2a87261451c4ad849fe9a873c
+setuptools==83.0.0 \
+    --hash=sha256:29b23c360f22f414dc7336bb39178cc7bcbf6021ed2733cde173f09dba19abb3
+shellingham==1.5.4 \
+    --hash=sha256:7ecfff8f2fd72616f7481040475a65b2bf8af90a56c89140852d1120324e8686
+simplejson==4.1.2 \
+    --hash=sha256:93f95f6769f37f4c3763666950b23bf9b9230b60bf1d718845e92db2ebcbf32d
+simpy==4.1.2 \
+    --hash=sha256:43071f84b6512c9b4fcb33ef057f240ccb1d1f3b263f9b4f9229d072e310b372
+six==1.17.0 \
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+sklearn-compat==0.1.6 \
+    --hash=sha256:b555db6c09d21eb50ee4a767dc08478a865f33f0e42b3ff8fc33f33c616bd7c1
+smmap==5.0.3 \
+    --hash=sha256:c106e05d5a61449cf6ba9a1e650227ecfb141590d2a98412103ff35d89fc7b2f
+sniffio==1.3.1 \
+    --hash=sha256:2f6da418d1f1e0fddd844478f41680e794e6051915791a034ff65e5f100525a2
+snowballstemmer==3.1.1 \
+    --hash=sha256:7e207fa178741da09cdee59d3ecec3827ad5f92b1fc5c9ff3755b639f71f5752
+sortedcontainers==2.4.0 \
+    --hash=sha256:a163dcaede0f1c021485e957a39245190e74249897e2ae4b2aa38595db237ee0
+sounddevice==0.5.5 \
+    --hash=sha256:cfc6b2c49fb7f555591c78cb8ecf48d6a637fd5b6e1db5fec6ed9365d64b3519
+soundfile==0.14.0 \
+    --hash=sha256:299491d3499460fb1b74bb4bd78b57ffc2d243a5fafa7b6ec1b264875c78453e
+soupsieve==2.9.2 \
+    --hash=sha256:8089a26fd974ca7a1f30276d3d8492ab266ab15af581642dfe8aa162e0c1c823
+sqlalchemy==2.0.51 \
+    --hash=sha256:bb024d8b621d0be75f4f44ecc7c950450026e76d66dc8f791bb5331d7fed59d5
+sqlite-bro==1.3.2 \
+    --hash=sha256:0ecda886fbd9c9536cbc7192662be0a0b7d963e9df506dcc788cf1e37e572034
+sqlite-fts4==1.0.3 \
+    --hash=sha256:0359edd8dea6fd73c848989e1e2b1f31a50fe5f9d7272299ff0e8dbaa62d035f
+sqlite-utils==4.1.1 \
+    --hash=sha256:b52fd3d58b2778aacb35a074323aac49a924a323f98ee74027e590b08d1e6f32
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+    --hash=sha256:d7597724e29d48aa14fd2f551060d6b09e1f0a67e4cd3ea329fe03b4c9a56f11
+sse-starlette==3.4.8 \
+    --hash=sha256:6e82314c786709a3cd9520f2285cf9fff90e181e598e8a357b0cf80f66afba0d
+stack-data==0.6.3 \
+    --hash=sha256:d5558e0c25a4cb0853cddad3d77da9891a08cb85dd9f9f91b9f8cd66e511e695
+starlette==1.6.0 \
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+    --hash=sha256:f0b0622e567335c8fabaaa659f1b33bcb6ddfe2e496071b743aa113f8774f2d3
+tenacity==9.1.4 \
+    --hash=sha256:6095a360c919085f28c6527de529e76a06ad89b23659fa881ae0649b867a9d55
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+    --hash=sha256:cf642efadaf0a8ebbbf4bc7a31cec2f9b5f21a9f726f4ccbb08192c9c26f43a5
+text-unidecode==1.3 \
+    --hash=sha256:1311f10e8b895935241623731c2ba64f4c455287888b18189350b67134a822e8
+textdistance==4.6.3 \
+    --hash=sha256:0cb1b2cc8e3339ddc3e0f8c870e49fb49de6ecc42a718917308b3c971f34aa56
+thefuzz==0.22.1 \
+    --hash=sha256:59729b33556850b90e1093c4cf9e618af6f2e4c985df193fdf3c5b5cf02ca481
+threadpoolctl==3.6.0 \
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+three-merge==0.1.1 \
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+tifffile==2026.4.11 \
+    --hash=sha256:9b94ffeddb39e97601af646345e8808f885773de01b299e480ed6d3a41509ec9
+tiktoken==0.14.0 \
+    --hash=sha256:561e7580f84a79859af1ef6f676968e9030fcc3fe195700b15235bca64f009c9
+tinycss2==1.5.1 \
+    --hash=sha256:3415ba0f5839c062696996998176c4a3751d18b7edaaeeb658c9ce21ec150661
+toml==0.10.2 \
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+tomli-w==1.2.0 \
+    --hash=sha256:188306098d013b691fcadc011abd66727d3c414c571bb01b1a174ba8c983cf90
+tomlkit==0.15.1 \
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+toolz==1.1.0 \
+    --hash=sha256:15ccc861ac51c53696de0a5d6d4607f99c210739caf987b5d2054f3efed429d8
+tornado==6.6a1 \
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+tqdm==4.70.0 \
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+traittypes==0.2.3 \
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+trio==0.34.0 \
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+    --hash=sha256:ab4c4ec93cc4a4e7815fa759906e05e6bb3f2fbd92ea0f897288c6a43efd15b3
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+typing-extensions==4.16.0 \
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+typing-inspection==0.4.4 \
+    --hash=sha256:65b8397ba37ccbce054456aaccddfc91e6e3083c92824df348d96ca832f3f147
+tzdata==2026.3 \
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+tzlocal==5.4.4 \
+    --hash=sha256:aae09f0126a8a86fa736be266eb4a471380d26a0de3bc14844e7821fee3e2a15
+uc-micro-py==2.0.0 \
+    --hash=sha256:3603a3859af53e5a39bc7677713c78ea6589ff188d70f4fee165db88e22b242c
+ujson==6.0.0 \
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+uncertainties==3.2.3 \
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+uri-template==1.3.0 \
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+urllib3==2.7.0 \
+    --hash=sha256:9fb4c81ebbb1ce9531cce37674bbc6f1360472bc18ca9a553ede278ef7276897
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+    --hash=sha256:5d38af6cd620f2ae3849fb44fd4879e0890aa1febe8d47eb355fb45d93fe6a5b
+vega-datasets==0.9.0 \
+    --hash=sha256:3d7c63917be6ca9b154b565f4779a31fedce57b01b5b9d99d8a34a7608062a1d
+waitress==3.0.2 \
+    --hash=sha256:c56d67fd6e87c2ee598b76abdd4e96cfad1f24cacdea5078d382b1f9d7b5ed2e
+watchdog==6.0.0 \
+    --hash=sha256:cbafb470cf848d93b5d013e2ecb245d4aa1c8fd0504e863ccefa32445359d680
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+    --hash=sha256:5d69154c429a82910e241c738cd0e2976fac8a2dd47a1a805f4afed1c0f136f2
+webcolors==25.10.0 \
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+webencodings==0.5.1 \
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+websocket-client==1.9.0 \
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+websockets==15.0.1 \
+    --hash=sha256:f7a866fbc1e97b5c617ee4116daaa09b722101d4a3c170c787450ba409f9736f
+whatthepatch==1.0.7 \
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+wheel==0.47.0 \
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+widgetsnbextension==4.0.15 \
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+wppm==17.13.20260913 \
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+wrapt==2.4.0 \
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+wsproto==1.3.2 \
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+xarray==2026.7.0 \
+    --hash=sha256:bf9dd130b93806dc78e90c1b7ac24851b31557b888674c53622235691cf21824
+xlsxwriter==3.2.9 \
+    --hash=sha256:9a5db42bc5dff014806c58a20b9eae7322a134abb6fce3c92c181bfb275ec5b3
+xxhash==4.0.1 \
+    --hash=sha256:daade8936c4deaaf7b01561324ce438ba4f885d717e9adc62b4d67212ad7d7bd
+xyzservices==2026.3.0 \
+    --hash=sha256:503183d4b322bfebc3c50cdd21192aa3e81e36c5efbf9133d54ae82143e0576b
+yapf==0.43.0 \
+    --hash=sha256:224faffbc39c428cb095818cf6ef5511fdab6f7430a10783fdfb292ccf2852ca
+yarl==1.24.5 \
+    --hash=sha256:a33700d13d9b7d84fd10947b09ff69fb9a792e519c8cb9764a3ca70baa6c23a7
+yt-dlp==2026.7.4 \
+    --hash=sha256:f11f2b11d5a8ac4059f9bdf29fa4407dc7c6bb00c5097e95ca22a7a9db518266
+zipp==4.1.0 \
+    --hash=sha256:25ad4e16390cd314347dd8f1de67a2ac538ae658ed4ab9db16029c07c188e97f
diff --git a/changelogs/requir.64-3_15_0_5slimfb3.txt b/changelogs/requir.64-3_15_0_5slimfb3.txt
new file mode 100644
index 00000000..7b080cca
--- /dev/null
+++ b/changelogs/requir.64-3_15_0_5slimfb3.txt
@@ -0,0 +1,778 @@
+absl-py==2.5.0 \
+    --hash=sha256:0f17b89f2a4eaaedc4f28c622998aa690564b3012a396a4ffad0821007fe03ba
+aiofile==3.12.3 \
+    --hash=sha256:5c1bcc9e929c50834608e8cc1a4cc1d7503eb60c15a535b779fd39e2f372c017
+aiofiles==25.1.0 \
+    --hash=sha256:abe311e527c862958650f9438e859c1fa7568a141b22abcd015e120e86a85695
+aiohappyeyeballs==2.7.1 \
+    --hash=sha256:9243213661e29250eb41368e5daa826fc017156c3b8a11440826b2e3ed376472
+aiosignal==1.4.0 \
+    --hash=sha256:053243f8b92b990551949e63930a839ff0cf0b0ebbe0597b0f3fb19e1a0fe82e
+aiosqlite==0.22.1 \
+    --hash=sha256:21c002eb13823fad740196c5a2e9d8e62f6243bd9e7e4a1f87fb5e44ecb4fceb
+alabaster==1.0.0 \
+    --hash=sha256:fc6786402dc3fcb2de3cabd5fe455a2db534b371124f1f21de8731783dec828b
+alembic==1.18.5 \
+    --hash=sha256:06d8ba9d04558022f5395e9317de03d270f3dced49cee01f89fe7a13c26f14bc
+altair==6.2.2 \
+    --hash=sha256:94014f8ad8617c3cb163d1137359cd6db5ba134b9b46d93cfd8b609fd245a583
+annotated-doc==0.0.5 \
+    --hash=sha256:117bac03a25ede5df5440e855b32d556049ca169ead221505badf432fed4b101
+annotated-types==0.8.0 \
+    --hash=sha256:f072f4d804ea359e4eaf198b1af7a8b0943881a87f31bb764f8bf219bb9419e0
+anthropic==1.11.0 \
+    --hash=sha256:52f97b2c485cca7ac66058374f5073a3febb7e6849b16989c145d602a3efee21
+anyio==4.14.2 \
+    --hash=sha256:9f505dda5ac9f0c8309b5e8bd445a8c2bf7246f3ce950121e45ea15bc41d1494
+anywidget==0.11.0 \
+    --hash=sha256:c574d9acc6503ad27b37a9acea48f957a8ba7c9c9876cfcb37898931c098ce9d
+appdirs==1.4.4 \
+    --hash=sha256:a841dacd6b99318a741b166adb07e19ee71a274450e68237b4650ca1055ab128
+argcomplete==3.7.2 \
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+argon2-cffi==25.1.0 \
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+argon2-cffi-bindings==26.1.0 \
+    --hash=sha256:1a0a29ed86960e44eaace7e081bdfab4f08b012fd96ec8edba71e2ad020939e4
+array-api-compat==1.15.0 \
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+arrow==1.4.0 \
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+asgi-csrf==0.11 \
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+asgiref==3.12.1 \
+    --hash=sha256:fe386d1c2bff7259ea95929266d12a8cf9a8b5a1c2598402967d8792e7a7c094
+asn1crypto==1.5.1 \
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+astroid==4.0.4 \
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+asttokens==3.0.2 \
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+async-lru==2.3.0 \
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+    --hash=sha256:50b1502b60e289cb37883f3dfd34532b8873c7de9f49bb546641ce9cbd256ebd
+rfc3986-validator==0.1.1 \
+    --hash=sha256:2f235c432ef459970b4306369336b9d5dbdda31b510ca1e327636e01f528bfa9
+rfc3987-syntax==1.1.0 \
+    --hash=sha256:6c3d97604e4c5ce9f714898e05401a0445a641cfa276432b0a648c80856f6a3f
+rich==15.0.0 \
+    --hash=sha256:33bd4ef74232fb73fe9279a257718407f169c09b78a87ad3d296f548e27de0bb
+roman-numerals==4.1.0 \
+    --hash=sha256:647ba99caddc2cc1e55a51e4360689115551bf4476d90e8162cf8c345fe233c7
+rope==1.14.0 \
+    --hash=sha256:00a7ea8c0c376fc0b053b2f2f8ef3bfb8b50fecf1ebf3eb80e4f8bd7f1941918
+rpds-py==2026.6.3 \
+    --hash=sha256:ae3d4fe8c0b9213624fdce7279d70e3b148b682ca20719ebd193a23ebfa47324
+rsa==4.9.1 \
+    --hash=sha256:68635866661c6836b8d39430f97a996acbd61bfa49406748ea243539fe239762
+rtree==1.4.1 \
+    --hash=sha256:efe125f416fd27150197ab8521158662943a40f87acab8028a1aac4ad667a489
+ruff==0.16.1 \
+    --hash=sha256:09b05e8b90c2cb06ad63464350e7a45e8e44a2dfe52072ebfba6666ca8d3f596
+rx==3.2.0 \
+    --hash=sha256:922c5f4edb3aa1beaa47bf61d65d5380011ff6adcd527f26377d05cb73ed8ec8
+scikit-learn==1.9.1 \
+    --hash=sha256:ffbcbbbb44202fbe9bc64bced25a145759adb9ef010b3d37a8064958ac13df2a
+scipy==1.18.1 \
+    --hash=sha256:5632e3ae3d09197c446310cd5187de63e28448ce22f0f67b2b93d97503c0c230
+scramp==1.4.17 \
+    --hash=sha256:a4e3fd2e8169461a28a13777a166d3da94274454f0714a7d3023fee124474ac8
+scs==3.3.1 \
+    --hash=sha256:98cb9677e2e8b33ce7850ca4c3df58e4f6f89143ed11822699e63c293c53181d
+seaborn==0.13.2 \
+    --hash=sha256:636f8336facf092165e27924f223d3c62ca560b1f2bb5dff7ab7fad265361987
+send2trash==2.1.0 \
+    --hash=sha256:0da2f112e6d6bb22de6aa6daa7e144831a4febf2a87261451c4ad849fe9a873c
+setuptools==83.0.0 \
+    --hash=sha256:29b23c360f22f414dc7336bb39178cc7bcbf6021ed2733cde173f09dba19abb3
+shellingham==1.5.4 \
+    --hash=sha256:7ecfff8f2fd72616f7481040475a65b2bf8af90a56c89140852d1120324e8686
+simplejson==4.1.2 \
+    --hash=sha256:93f95f6769f37f4c3763666950b23bf9b9230b60bf1d718845e92db2ebcbf32d
+simpy==4.1.2 \
+    --hash=sha256:43071f84b6512c9b4fcb33ef057f240ccb1d1f3b263f9b4f9229d072e310b372
+six==1.17.0 \
+    --hash=sha256:4721f391ed90541fddacab5acf947aa0d3dc7d27b2e1e8eda2be8970586c3274
+sklearn-compat==0.1.6 \
+    --hash=sha256:b555db6c09d21eb50ee4a767dc08478a865f33f0e42b3ff8fc33f33c616bd7c1
+smmap==5.0.3 \
+    --hash=sha256:c106e05d5a61449cf6ba9a1e650227ecfb141590d2a98412103ff35d89fc7b2f
+sniffio==1.3.1 \
+    --hash=sha256:2f6da418d1f1e0fddd844478f41680e794e6051915791a034ff65e5f100525a2
+snowballstemmer==3.1.1 \
+    --hash=sha256:7e207fa178741da09cdee59d3ecec3827ad5f92b1fc5c9ff3755b639f71f5752
+sortedcontainers==2.4.0 \
+    --hash=sha256:a163dcaede0f1c021485e957a39245190e74249897e2ae4b2aa38595db237ee0
+sounddevice==0.5.5 \
+    --hash=sha256:cfc6b2c49fb7f555591c78cb8ecf48d6a637fd5b6e1db5fec6ed9365d64b3519
+soundfile==0.14.0 \
+    --hash=sha256:299491d3499460fb1b74bb4bd78b57ffc2d243a5fafa7b6ec1b264875c78453e
+soupsieve==2.9.2 \
+    --hash=sha256:8089a26fd974ca7a1f30276d3d8492ab266ab15af581642dfe8aa162e0c1c823
+sqlalchemy==2.0.51 \
+    --hash=sha256:bb024d8b621d0be75f4f44ecc7c950450026e76d66dc8f791bb5331d7fed59d5
+sqlite-bro==1.3.2 \
+    --hash=sha256:0ecda886fbd9c9536cbc7192662be0a0b7d963e9df506dcc788cf1e37e572034
+sqlite-fts4==1.0.3 \
+    --hash=sha256:0359edd8dea6fd73c848989e1e2b1f31a50fe5f9d7272299ff0e8dbaa62d035f
+sqlite-utils==4.2.1 \
+    --hash=sha256:7fbaee670713b25eceba05779b844f0895efaf680d9a226fa5ba7dfe165721c5
+sqlparse==0.6.0 \
+    --hash=sha256:b861c0288ce2fa56209a9a6412d2e066ac664b3873b89c26c9d8415e8e32996f
+squarify==0.4.4 \
+    --hash=sha256:d7597724e29d48aa14fd2f551060d6b09e1f0a67e4cd3ea329fe03b4c9a56f11
+sse-starlette==3.4.8 \
+    --hash=sha256:6e82314c786709a3cd9520f2285cf9fff90e181e598e8a357b0cf80f66afba0d
+stack-data==0.6.3 \
+    --hash=sha256:d5558e0c25a4cb0853cddad3d77da9891a08cb85dd9f9f91b9f8cd66e511e695
+starlette==1.6.0 \
+    --hash=sha256:a86dd39d14bb45f85a3d18525215a9ef0cfd1f192ac793220e72598c90335f0c
+statsmodels==0.15.0 \
+    --hash=sha256:38038823fbe86f11e09433b4a0f4af5f102327c3137a1604b002ce3cf722a31f
+sympy==1.14.0 \
+    --hash=sha256:e091cc3e99d2141a0ba2847328f5479b05d94a6635cb96148ccb3f34671bd8f5
+tabulate==0.10.0 \
+    --hash=sha256:f0b0622e567335c8fabaaa659f1b33bcb6ddfe2e496071b743aa113f8774f2d3
+tenacity==9.1.4 \
+    --hash=sha256:6095a360c919085f28c6527de529e76a06ad89b23659fa881ae0649b867a9d55
+termcolor==3.3.0 \
+    --hash=sha256:cf642efadaf0a8ebbbf4bc7a31cec2f9b5f21a9f726f4ccbb08192c9c26f43a5
+text-unidecode==1.3 \
+    --hash=sha256:1311f10e8b895935241623731c2ba64f4c455287888b18189350b67134a822e8
+textdistance==4.6.3 \
+    --hash=sha256:0cb1b2cc8e3339ddc3e0f8c870e49fb49de6ecc42a718917308b3c971f34aa56
+thefuzz==0.22.1 \
+    --hash=sha256:59729b33556850b90e1093c4cf9e618af6f2e4c985df193fdf3c5b5cf02ca481
+threadpoolctl==3.6.0 \
+    --hash=sha256:43a0b8fd5a2928500110039e43a5eed8480b918967083ea48dc3ab9f13c4a7fb
+three-merge==0.1.1 \
+    --hash=sha256:dd219f4696aa0bbec6099ac3528b4de0450ff9bde862dd8f6d6f52e745f83464
+tifffile==2026.4.11 \
+    --hash=sha256:9b94ffeddb39e97601af646345e8808f885773de01b299e480ed6d3a41509ec9
+tiktoken==0.14.0 \
+    --hash=sha256:561e7580f84a79859af1ef6f676968e9030fcc3fe195700b15235bca64f009c9
+tinycss2==1.5.1 \
+    --hash=sha256:3415ba0f5839c062696996998176c4a3751d18b7edaaeeb658c9ce21ec150661
+toml==0.10.2 \
+    --hash=sha256:806143ae5bfb6a3c6e736a764057db0e6a0e05e338b5630894a5f779cabb4f9b
+tomli-w==1.2.0 \
+    --hash=sha256:188306098d013b691fcadc011abd66727d3c414c571bb01b1a174ba8c983cf90
+tomlkit==0.15.1 \
+    --hash=sha256:177a05aece5a8ca5266fd3c448abb47b8d352f09d477d3ca8332db4d89b24304
+toolz==1.1.0 \
+    --hash=sha256:15ccc861ac51c53696de0a5d6d4607f99c210739caf987b5d2054f3efed429d8
+tornado==6.6a1 \
+    --hash=sha256:00805c21cdab5bdb1383428661261aac5182b3067bf43ff52c2142d0d71d5a90
+tqdm==4.70.0 \
+    --hash=sha256:7f585706bfddbdebf89daac705b2dfcc16890130727d3197ca62c732b4310953
+traitlets==5.16.1 \
+    --hash=sha256:f775618166caa0396c8e337099240f2bd3e5e917d203b2e6fbe21a58d3cb1f6b
+traittypes==0.2.3 \
+    --hash=sha256:49016082ce740d6556d9bb4672ee2d899cd14f9365f17cbb79d5d96b47096d4e
+trio==0.34.0 \
+    --hash=sha256:6c7c9f49917694dcdcd5f67abd168df5599eca480d61f29854d17a61a75c2f05
+trove-classifiers==2026.6.1.19 \
+    --hash=sha256:ab4c4ec93cc4a4e7815fa759906e05e6bb3f2fbd92ea0f897288c6a43efd15b3
+truststore==0.10.4 \
+    --hash=sha256:adaeaecf1cbb5f4de3b1959b42d41f6fab57b2b1666adb59e89cb0b53361d981
+typer==0.25.1 \
+    --hash=sha256:75caa44ed46a03fb2dab8808753ffacdbfea88495e74c85a28c5eefcf5f39c89
+types-requests==2.33.0.20260712 \
+    --hash=sha256:de027e28c171d3da529689cbfa023b0b4eab188c8dfa22fd834eebd2cee6e7bb
+typing-extensions==4.16.0 \
+    --hash=sha256:481caa481374e813c1b176ada14e97f1f67a4539ce9cfeb3f350d78d6370c2e8
+typing-inspection==0.4.4 \
+    --hash=sha256:65b8397ba37ccbce054456aaccddfc91e6e3083c92824df348d96ca832f3f147
+tzdata==2026.3 \
+    --hash=sha256:dc096730c87af6cab1b171c9d532be840741ff5d459015e7f6947bd7d7e54931
+tzlocal==5.4.4 \
+    --hash=sha256:aae09f0126a8a86fa736be266eb4a471380d26a0de3bc14844e7821fee3e2a15
+uc-micro-py==2.0.0 \
+    --hash=sha256:3603a3859af53e5a39bc7677713c78ea6589ff188d70f4fee165db88e22b242c
+ujson==6.0.0 \
+    --hash=sha256:801ff407fda799f4ff98d960342128b065a14113eaccfc116b50092342636861
+uncertainties==3.2.3 \
+    --hash=sha256:313353900d8f88b283c9bad81e7d2b2d3d4bcc330cbace35403faaed7e78890a
+uri-template==1.3.0 \
+    --hash=sha256:a44a133ea12d44a0c0f06d7d42a52d71282e77e2f937d8abd5655b8d56fc1363
+urllib3==2.8.0 \
+    --hash=sha256:0cf3cae568d36aa9576b28dfb35f11328f1cb974ca7647d9475ebb86c75ac6e3
+uvicorn==0.51.0 \
+    --hash=sha256:5d38af6cd620f2ae3849fb44fd4879e0890aa1febe8d47eb355fb45d93fe6a5b
+vega-datasets==0.9.0 \
+    --hash=sha256:3d7c63917be6ca9b154b565f4779a31fedce57b01b5b9d99d8a34a7608062a1d
+waitress==3.0.2 \
+    --hash=sha256:c56d67fd6e87c2ee598b76abdd4e96cfad1f24cacdea5078d382b1f9d7b5ed2e
+watchdog==6.0.0 \
+    --hash=sha256:cbafb470cf848d93b5d013e2ecb245d4aa1c8fd0504e863ccefa32445359d680
+wcwidth==0.7.0 \
+    --hash=sha256:5d69154c429a82910e241c738cd0e2976fac8a2dd47a1a805f4afed1c0f136f2
+webcolors==25.10.0 \
+    --hash=sha256:032c727334856fc0b968f63daa252a1ac93d33db2f5267756623c210e57a4f1d
+webencodings==0.5.1 \
+    --hash=sha256:a0af1213f3c2226497a97e2b3aa01a7e4bee4f403f95be16fc9acd2947514a78
+websocket-client==1.9.0 \
+    --hash=sha256:af248a825037ef591efbf6ed20cc5faa03d3b47b9e5a2230a529eeee1c1fc3ef
+websockets==15.0.1 \
+    --hash=sha256:f7a866fbc1e97b5c617ee4116daaa09b722101d4a3c170c787450ba409f9736f
+werkzeug==3.1.8 \
+    --hash=sha256:63a77fb8892bf28ebc3178683445222aa500e48ebad5ec77b0ad80f8726b1f50
+whatthepatch==1.0.7 \
+    --hash=sha256:1b6f655fd31091c001c209529dfaabbabdbad438f5de14e3951266ea0fc6e7ed
+wheel==0.48.0 \
+    --hash=sha256:3217dcc807155e45db462d7ef2431f5ddda0d7273b700d05a67b271ceb1287ab
+widgetsnbextension==4.0.16 \
+    --hash=sha256:a31a8774885b96fe825462f5d6496166f0c7cae111195b6465c801d230eb5a4e
+wppm==17.13.20260913 \
+    --hash=sha256:86efc07a0c3c0ba9ca90d2f4b9dc6ffef0a258662b52f731b38655d871df76ca
+wrapt==2.4.0 \
+    --hash=sha256:85ed3c67fd39e8d9a36c224758cb6f2f4eb277d07ea677930caa0008c18ec002
+wsproto==1.3.2 \
+    --hash=sha256:61eea322cdf56e8cc904bd3ad7573359a242ba65688716b0710a5eb12beab584
+xarray==2026.7.0 \
+    --hash=sha256:bf9dd130b93806dc78e90c1b7ac24851b31557b888674c53622235691cf21824
+xlsxwriter==3.2.9 \
+    --hash=sha256:9a5db42bc5dff014806c58a20b9eae7322a134abb6fce3c92c181bfb275ec5b3
+xxhash==4.0.1 \
+    --hash=sha256:daade8936c4deaaf7b01561324ce438ba4f885d717e9adc62b4d67212ad7d7bd
+xyzservices==2026.3.0 \
+    --hash=sha256:503183d4b322bfebc3c50cdd21192aa3e81e36c5efbf9133d54ae82143e0576b
+yapf==0.43.0 \
+    --hash=sha256:224faffbc39c428cb095818cf6ef5511fdab6f7430a10783fdfb292ccf2852ca
+yarl==1.24.5 \
+    --hash=sha256:a33700d13d9b7d84fd10947b09ff69fb9a792e519c8cb9764a3ca70baa6c23a7
+yt-dlp==2026.7.4 \
+    --hash=sha256:f11f2b11d5a8ac4059f9bdf29fa4407dc7c6bb00c5097e95ca22a7a9db518266
+zipp==4.1.0 \
+    --hash=sha256:25ad4e16390cd314347dd8f1de67a2ac538ae658ed4ab9db16029c07c188e97f
diff --git a/check_updates.py b/check_updates.py
new file mode 100644
index 00000000..30a19d82
--- /dev/null
+++ b/check_updates.py
@@ -0,0 +1,406 @@
+"""Which updates to a built set are worth taking, and which are not yet.
+
+    python check_updates.py                          # newest 3.14 slim lockfile
+    python check_updates.py --lock <pylock.toml> --target cp314 --min-days 21
+
+Answers the questions that otherwise mean reading `pip list -o` by eye:
+
+  security   the installed version has an advisory. Always shown, whatever its
+             age, and the version offered is the first one with **no** advisory
+             of its own -- the minimum `fixed_in` often carries later ones.
+  ready      something newer exists, it has stood at least --min-days without
+             being replaced, it is not yanked, it still has a wheel for this
+             target, nothing in the set caps it, and the wheelhouse holds what
+             it needs. Standing unpatched is the free half of "the ecosystem
+             moved to it"; the download half needs an API key and is not here.
+  blocked    something in the set requires a version range that excludes it.
+  needs      nothing forbids it, but the wheelhouse lacks a dependency it wants,
+             so a local build would quietly backtrack to the old version.
+  too new    newer exists but has not aged yet, shown with the wait left.
+
+A pinned version gets held down in three different ways, and all three are
+checked here because each is invisible to a different tool:
+
+  * an unconditional cap, e.g. msal -> cryptography<49. Visible in metadata.
+  * a cap behind an extra, e.g. spyder -> python-lsp-server[all] -> autopep8
+    <2.1.0. Absent from constraints.txt, from `pip list -o`, and from a reverse
+    dependency tree evaluated with no extra set.
+  * a dependency missing from the wheelhouse. Since a local build resolves with
+    --no-index --find-links, pip silently backtracks until the requirements can
+    be met, and nothing anywhere reports a conflict.
+
+Everything comes from PyPI's public JSON, no key needed.
+"""
+from __future__ import annotations
+
+import argparse
+import json
+import re
+import sys
+import time
+import tomllib
+import urllib.error
+import urllib.request
+from concurrent.futures import ThreadPoolExecutor
+from datetime import datetime, timezone
+from pathlib import Path
+
+PYPI = "https://pypi.org/pypi"
+TIMEOUT = 30
+QUOTES = "\"'"
+PRERELEASE = re.compile(r"(a|b|rc|dev)\d", re.I)
+# How far past the first claimed fix to look for a release with no advisory.
+# A busy project can put a dozen releases between the two -- pypdf needed
+# eleven -- and stopping short offers a version that is still vulnerable.
+CLEAN_PROBES = 24
+
+try:
+    from packaging.requirements import InvalidRequirement, Requirement
+except ImportError:
+    Requirement = None
+
+
+def normalize(name: str) -> str:
+    """PEP 503 normalized project name."""
+    return re.sub(r"[-_.]+", "-", name).lower()
+
+
+def version_key(text: str):
+    """Sortable version key, tolerating anything unparseable."""
+    try:
+        from packaging.version import InvalidVersion, Version
+        try:
+            return (1, Version(text))
+        except InvalidVersion:
+            pass
+    except ImportError:
+        pass
+    return (0, tuple(int(p) if p.isdigit() else p for p in re.split(r"[._-]", text)))
+
+
+def is_prerelease(text: str) -> bool:
+    try:
+        from packaging.version import InvalidVersion, Version
+        try:
+            return Version(text).is_prerelease
+        except InvalidVersion:
+            pass
+    except ImportError:
+        pass
+    return bool(PRERELEASE.search(text))
+
+
+def fetch(url: str, attempts: int = 3):
+    """PyPI JSON, retried: one dropped connection must not read as 'no such package'."""
+    for attempt in range(attempts):
+        try:
+            with urllib.request.urlopen(url, timeout=TIMEOUT) as response:
+                return json.load(response)
+        except urllib.error.HTTPError as exc:
+            if exc.code == 404:
+                return None
+        except (urllib.error.URLError, TimeoutError, json.JSONDecodeError, OSError):
+            pass
+        if attempt + 1 < attempts:
+            time.sleep(1 + attempt)
+    return None
+
+
+def released(files: list[dict]) -> datetime | None:
+    stamps = [f["upload_time_iso_8601"] for f in files if f.get("upload_time_iso_8601")]
+    return datetime.fromisoformat(min(stamps).replace("Z", "+00:00")) if stamps else None
+
+
+def wheel_note(files: list[dict], target: str) -> str:
+    """How this release covers the target interpreter, e.g. cp314 or cp314t."""
+    names = [f["filename"] for f in files if f["filename"].endswith(".whl")]
+    if not names:
+        return "sdist only"
+    if any(f"-{target}-" in n and "win_amd64" in n for n in names):
+        return "wheel"
+    if any("abi3" in n and "win_amd64" in n for n in names):
+        return "abi3" if target.endswith("t") else "wheel"
+    if any("py3-none-any" in n or "py2.py3-none-any" in n for n in names):
+        return "pure"
+    return "no win wheel"
+
+
+def first_clean(name: str, ordered: list[str], start: str) -> tuple[str, str]:
+    """The first release at or above `start` with no advisory of its own.
+
+    The minimum version in an advisory's `fixed_in` only fixes what was filed
+    against the *installed* version; later advisories are commonly filed against
+    it in turn. pypdf 6.10.2 carried 29, its claimed fix 6.12.0 still carried 25,
+    and the first clean release was 6.15.0.
+    """
+    probes = [v for v in ordered if version_key(v) >= version_key(start)][:CLEAN_PROBES]
+    for version in probes:
+        data = fetch(f"{PYPI}/{name}/{version}/json")
+        if data is None:
+            continue
+        if not (data.get("vulnerabilities") or []):
+            return version, ""
+    if probes:
+        return probes[-1], f"still has advisories at {probes[-1]}"
+    return start, ""
+
+
+def inspect(name: str, installed: str, target: str, now: datetime) -> dict:
+    row = {"name": name, "installed": installed, "state": "unknown", "candidate": "",
+           "days": 0, "since": 0, "wheels": "", "note": "", "requires": [],
+           "candidate_requires": [], "missing": []}
+
+    meta = fetch(f"{PYPI}/{name}/json")
+    vuln = fetch(f"{PYPI}/{name}/{installed}/json")
+    if meta is None:
+        row["note"] = "not on PyPI (or fetch failed)"
+        return row
+
+    row["requires"] = ((vuln or {}).get("info") or {}).get("requires_dist") or []
+    advisories = (vuln or {}).get("vulnerabilities") or []
+    releases = meta.get("releases", {})
+    usable = {v: f for v, f in releases.items()
+              if f and not is_prerelease(v) and not all(x.get("yanked") for x in f)}
+    newer = sorted((v for v in usable if version_key(v) > version_key(installed)),
+                   key=version_key)
+
+    if advisories:
+        row["state"] = "security"
+        fixes = sorted({v for a in advisories for v in (a.get("fixed_in") or [])},
+                       key=version_key)
+        claimed = next((v for v in fixes if version_key(v) > version_key(installed)),
+                       newer[-1] if newer else "")
+        if claimed:
+            # do not stop at the claimed fix -- it often carries later advisories
+            row["candidate"], caveat = first_clean(name, newer, claimed)
+            if caveat:
+                row["note"] = caveat + " -- "
+        else:
+            row["note"] = "NO FIXED VERSION PUBLISHED -- "
+        row["note"] += ", ".join(sorted({a.get("id", "?") for a in advisories}))[:70]
+    elif not newer:
+        row["state"] = "current"
+        return row
+    else:
+        row["candidate"] = newer[-1]
+        row["state"] = "ready"
+
+    if row["candidate"] and row["candidate"] in releases:
+        when = released(releases[row["candidate"]])
+        if when:
+            row["days"] = (now - when).days
+        row["wheels"] = wheel_note(releases[row["candidate"]], target)
+        info = fetch(f"{PYPI}/{name}/{row['candidate']}/json") or {}
+        row["candidate_requires"] = (info.get("info") or {}).get("requires_dist") or []
+    row["since"] = len(newer)
+    return row
+
+
+def parse_requires(texts: list[str]):
+    """(Requirement, gating extra) for each parseable entry."""
+    if Requirement is None:
+        return
+    for text in texts:
+        try:
+            requirement = Requirement(text)
+        except InvalidRequirement:
+            continue
+        marker = str(requirement.marker) if requirement.marker else ""
+        extra = ""
+        if "extra" in marker:
+            # markers stringify as: extra == "autopep8"
+            extra = marker.split("==")[-1].strip().strip(QUOTES) if "==" in marker else "?"
+        yield requirement, extra
+
+
+def target_environment(target: str) -> dict[str, str]:
+    """A marker environment for the interpreter being built, on Windows.
+
+    Without this, a dependency gated on an old python_version -- redis wanting
+    async-timeout below 3.11.3, say -- reads as missing when the target will
+    never ask for it.
+    """
+    match = re.match(r"cp(\d)(\d+)t?$", target)
+    version = f"{match.group(1)}.{match.group(2)}" if match else "3.14"
+    return {"python_version": version, "python_full_version": f"{version}.0",
+            "sys_platform": "win32", "platform_system": "Windows",
+            "platform_machine": "AMD64", "os_name": "nt",
+            "implementation_name": "cpython", "platform_python_implementation": "CPython"}
+
+
+def wanted_here(requirement, extra: str, environment: dict) -> bool:
+    """Does this requirement apply to the interpreter we are building for?"""
+    if requirement.marker is None:
+        return True
+    try:
+        return bool(requirement.marker.evaluate({**environment, "extra": extra}))
+    except Exception:
+        return True
+
+
+def survey(rows: list[dict]) -> tuple[dict, dict]:
+    """Version caps declared anywhere in the set, and which extras are asked for."""
+    caps: dict[str, list[tuple]] = {}
+    wanted_extras: dict[str, set[str]] = {}
+    for row in rows:
+        for requirement, extra in parse_requires(row["requires"]):
+            key = normalize(requirement.name)
+            # Only an unconditionally active requirement really asks for an
+            # extra. A gated one does not -- and packages routinely declare
+            # `self[test]; extra == "all"`, which would otherwise make every
+            # development extra look like part of the distribution.
+            if requirement.extras and not extra:
+                wanted_extras.setdefault(key, set()).update(requirement.extras)
+            if requirement.specifier:
+                caps.setdefault(key, []).append(
+                    (row["name"], row["installed"], requirement.specifier, extra,
+                     set(requirement.extras)))
+    return caps, wanted_extras
+
+
+def main(argv: list[str]) -> int:
+    parser = argparse.ArgumentParser(description=__doc__,
+                                     formatter_class=argparse.RawDescriptionHelpFormatter)
+    parser.add_argument("--lock", type=Path, help="pylock.toml describing the built set")
+    parser.add_argument("--target", default="cp314", help="interpreter tag to check wheels for")
+    parser.add_argument("--min-days", type=int, default=21,
+                        help="how long a release must have stood to count as ready")
+    parser.add_argument("--wheelhouse", type=Path, default=Path(r"C:\WinP\packages.srcreq"),
+                        help="local index a build resolves against; '' to skip that check")
+    parser.add_argument("--jobs", type=int, default=12)
+    parser.add_argument("--out", type=Path, default=Path("."))
+    args = parser.parse_args(argv)
+
+    lock = args.lock
+    if lock is None:
+        found = sorted(Path("winpython/portable").glob("cycle_*/pylock.64-*slim*.toml"))
+        if not found:
+            print("no slim lockfile found; pass --lock", file=sys.stderr)
+            return 2
+        lock = found[-1]
+    if not lock.is_file():
+        print(f"no such lockfile: {lock}", file=sys.stderr)
+        return 2
+
+    available: set[str] = set()
+    if args.wheelhouse and str(args.wheelhouse) and args.wheelhouse.is_dir():
+        for path in args.wheelhouse.iterdir():
+            if path.suffix == ".whl":
+                available.add(normalize(path.name.split("-")[0]))
+            elif path.name.endswith((".tar.gz", ".zip")):
+                stem = re.sub(r"-\d.*$", "", path.name)
+                available.add(normalize(stem))
+
+    data = tomllib.loads(lock.read_text(encoding="utf-8"))
+    installed = {p["name"]: p["version"] for p in data.get("packages", [])}
+    now = datetime.now(timezone.utc)
+    print(f"{lock.name}: {len(installed)} packages, target {args.target}, "
+          f"ripe at {args.min_days} days"
+          + (f", wheelhouse {len(available)} projects" if available else "")
+          + "\nquerying PyPI...", flush=True)
+
+    with ThreadPoolExecutor(max_workers=args.jobs) as pool:
+        rows = list(pool.map(lambda kv: inspect(*kv, args.target, now), installed.items()))
+
+    caps, wanted_extras = survey(rows)
+    environment = target_environment(args.target)
+    for row in rows:
+        if row["state"] == "ready" and row["days"] < args.min_days:
+            row["state"] = "too new"
+        if row["state"] not in ("ready", "security") or not row["candidate"]:
+            continue
+        key = normalize(row["name"])
+
+        # 1. does anything forbid the candidate outright?
+        blockers = [(who, ver, spec, extra, extras)
+                    for who, ver, spec, extra, extras in caps.get(key, [])
+                    if not spec.contains(row["candidate"], prereleases=True)]
+        # an unconditional cap always binds; one behind an extra only binds if
+        # something asked for that extra, so rank the certain ones first
+        blockers.sort(key=lambda b: (bool(b[3]), b[0]))
+        if blockers:
+            who, ver, spec, extra, _ = blockers[0]
+            via = f"[{extra}]" if extra else ""
+            asked = [w for w, _, _, _, extras in caps.get(normalize(who), [])
+                     if w.lower() != row["name"].lower() and (not extra or extra in extras)]
+            if asked:
+                origin = f", pulled in by {asked[0]}"
+            elif extra:
+                origin = f", but nothing requests [{extra}] -- may not bind"
+            else:
+                origin = ""
+            more = f" (+{len(blockers) - 1} more)" if len(blockers) > 1 else ""
+            cap = f"capped by {who} {ver}{via} requiring {row['name']}{spec}{origin}{more}"
+            # a security fix you cannot take is still a security problem, so it
+            # stays in that section rather than being filed away under blocked
+            if row["state"] == "ready":
+                row["state"] = "blocked"
+            row["note"] = cap + (f" -- {row['note']}" if row["note"] else "")
+            continue
+
+        # 2. can the wheelhouse actually satisfy what the candidate wants?
+        if available:
+            active = wanted_extras.get(key, set())
+            missing = sorted({requirement.name
+                              for requirement, extra in parse_requires(row["candidate_requires"])
+                              if (not extra or extra in active)
+                              and wanted_here(requirement, extra, environment)
+                              and normalize(requirement.name) not in available})
+            if missing:
+                row["missing"] = missing
+                need = f"wheelhouse lacks {', '.join(missing)}"
+                if row["state"] == "ready":
+                    row["state"] = "needs"
+                    row["note"] = need + (f" -- {row['note']}" if row["note"] else "")
+                else:  # a security fix stays visible as such, with the warning attached
+                    row["note"] = f"{need} -- {row['note']}"
+
+    order = {"security": 0, "ready": 1, "needs": 2, "blocked": 3,
+             "too new": 4, "unknown": 5, "current": 6}
+    rows.sort(key=lambda r: (order[r["state"]], -r["days"], r["name"]))
+    groups = {s: [r for r in rows if r["state"] == s] for s in order}
+
+    lines = [f"# update review for {lock.name}, generated {now:%Y-%m-%d}",
+             f"# {len(installed)} packages; ready = stood {args.min_days}+ days unreplaced",
+             "#",
+             "# Data lines are constraint bumps, ready to paste; everything else is a",
+             "# comment. 'since' counts releases published after the installed one --",
+             "# a high count means the project moves fast, not that this one is risky.",
+             "# Security candidates are the first release with no advisory of their own,",
+             "# not the minimum version the advisories claim as fixed.",
+             ""]
+    for state, title in (
+            ("security", "SECURITY -- advisory against the installed version"),
+            ("ready", "READY -- aged, unreplaced, nothing forbids it"),
+            ("needs", "NEEDS -- allowed, but the wheelhouse lacks a dependency"),
+            ("blocked", "BLOCKED -- something in the set caps it"),
+            ("too new", "TOO NEW -- revisit when aged"),
+            ("unknown", "COULD NOT CHECK")):
+        entries = groups[state]
+        lines += ["", f"# --- {title}  ({len(entries)})"]
+        if not entries:
+            lines += ["#   none"]
+            continue
+        for r in entries:
+            detail = f"{r['installed']} -> {r['candidate']}, {r['days']}d, {r['wheels']}"
+            if r["since"] > 1:
+                detail += f", {r['since']} releases since"
+            if r["note"]:
+                detail += f", {r['note']}"
+            prefix = "" if state in ("security", "ready") else "# "
+            lines += [f"{prefix}{r['name']}>={r['candidate']}   # {detail}"
+                      if r["candidate"] else f"# {r['name']}   # {detail}"]
+
+    out = args.out / f"updates.{lock.stem.replace('pylock.', '')}.txt"
+    out.write_text("\n".join(lines) + "\n", encoding="utf-8", newline="\n")
+
+    for state in order:
+        print(f"  {state:<9}: {len(groups[state]):>4}")
+    for r in groups["security"]:
+        print(f"    SECURITY {r['name']} {r['installed']} -> {r['candidate']}  {r['note'][:80]}")
+    print(f"\nwrote {out}")
+    return 0
+
+
+if __name__ == "__main__":
+    raise SystemExit(main(sys.argv[1:]))
diff --git a/constraints.txt b/constraints.txt
index 2c49b456..2c8a5beb 100644
--- a/constraints.txt
+++ b/constraints.txt
@@ -183,7 +183,7 @@ jaraco.classes>=3.4.0
 jaraco.context>=6.0.1
 jaraco.functools>=4.3.0
 jedi>=0.19.2
-jellyfish>=1.2.1
+jellyfish>=0.8.7
 Jinja2>=3.1.6
 jiter>=0.11.1
 joblib>=1.5.2
@@ -323,7 +323,7 @@ pycodestyle>=2.12.0
 pycparser>=2.23
 pyct>=0.5.0
 pydantic>=2.12.4
-pydantic-ai-slim>=1.106.0
+pydantic-ai-slim>=1.12.0
 pydantic-evals>=1.12.0
 pydantic-graph>=1.12.0
 pydantic-settings>=2.11.0
diff --git a/cycles/2026_04.toml b/cycles/2026_04.toml
new file mode 100644
index 00000000..bc5b966d
--- /dev/null
+++ b/cycles/2026_04.toml
@@ -0,0 +1,76 @@
+# WinPython 2026-04 build cycle.
+#
+# Everything that changes from one cycle to the next lives here, so a new cycle
+# is a new file rather than a copy of the workflow.
+
+cycle_dir     = "winpython/portable/cycle_2026_04"
+release_level = "b3"
+
+# The build publishes under "<this file's name with dashes><release level>", so
+# this cycle releases as 2026-04b1 and a respin is a release_level bump rather
+# than a new tag to invent. Add release_tag = "..." to override that.
+
+[pandoc]
+source = "https://github.com/jgm/pandoc/releases/download/3.1.9/pandoc-3.1.9-windows-x86_64.zip"
+sha256 = "11eb6dbe5286c9e5edb0cca4412e7d99ec6578ec04158b0b7fe11f7fd96688e5"
+
+# The python-build-standalone tarball for each version offered by the workflow.
+# ver2 is the WinPython 4-part version; its first 3 parts must appear in src.
+
+[pythons."3.13"]
+ver2 = "3.13.16.0"
+src  = "https://github.com/astral-sh/python-build-standalone/releases/download/20261001/cpython-3.13.16+20261001-x86_64-pc-windows-msvc-install_only_stripped.tar.gz"
+sha  = "c402eb9a35aba90de319bbc87d23e6d887eca1551a05cfa80775f92dcf3ebc08"
+
+[pythons."3.14"]
+ver2 = "3.14.8.0"
+src  = "https://github.com/astral-sh/python-build-standalone/releases/download/20261001/cpython-3.14.8+20261001-x86_64-pc-windows-msvc-install_only_stripped.tar.gz"
+sha  = "b7ff8b700995379e425b39abce9b087d84a45aa265ea465c0069c2747ea5b2ea"
+
+[pythons."3.14F"]
+ver2 = "3.14.8.0"
+src  = "https://github.com/astral-sh/python-build-standalone/releases/download/20261001/cpython-3.14.8+20261001-x86_64-pc-windows-msvc-freethreaded-install_only_stripped.tar.gz"
+sha  = "54e9c8f043096138307b8d6b2c9ac43c19a3815a42f5cfb5b0e3e63cebe4fcbe"
+
+[pythons."3.15"]
+ver2 = "3.15.0.5"
+src  = "https://github.com/astral-sh/python-build-standalone/releases/download/20261001/cpython-3.15.0rc2+20261001-x86_64-pc-windows-msvc-install_only_stripped.tar.gz"
+sha  = "eeb52e6b8507b118103654b111a662b7b4fd86ea1a56aba840ec84a15b6d8d39"
+
+[pythons."3.15F"]
+ver2 = "3.15.0.5"
+src  = "https://github.com/astral-sh/python-build-standalone/releases/download/20261001/cpython-3.15.0rc2+20261001-x86_64-pc-windows-msvc-freethreaded-install_only_stripped.tar.gz"
+sha  = "acbce6861f62b9fbcde459433d9e8e4d596c6a81da84632700f0170b6d6c9404"
+
+# Flavors become the job matrix. 2026-02 renamed "free" to "dotf", so this
+# varies per cycle too and belongs in the cycle file.
+
+[[flavors]]
+name         = "dot"
+PANDOC       = "0"
+WINPYARCHDET = "64"
+formats      = { zip = true, "7z" = false, exe = true }
+
+[[flavors]]
+name         = "slim"
+PANDOC       = "1"
+WINPYARCHDET = "64"
+formats      = { zip = false, "7z" = true, exe = true }
+
+[[flavors]]
+name         = "whl"
+PANDOC       = "0"
+WINPYARCHDET = "64"
+formats      = { zip = false, "7z" = true, exe = false }
+
+[[flavors]]
+name         = "dotf"
+PANDOC       = "0"
+WINPYARCHDET = "64F"
+formats      = { zip = true, "7z" = false, exe = true }
+
+[[flavors]]
+name         = "slimf"
+PANDOC       = "1"
+WINPYARCHDET = "64F"
+formats      = { zip = false, "7z" = true, exe = true }
diff --git a/requirements_slim.txt b/requirements_slim.txt
index 8ff9d235..586f05c6 100644
--- a/requirements_slim.txt
+++ b/requirements_slim.txt
@@ -28,7 +28,7 @@ fuzzywuzzy
 geopy
 hatchling
 html5lib
-httpie
+#httpie httpie-3.2.4 outdated and vulnerable
 hvplot
 hypothesis
 imbalanced-learn
@@ -69,7 +69,7 @@ prince
 psycopg2
 ptpython
 pybind11
-pydantic-ai-slim[a2a,anthropic,cli,cohere,evals,google,groq,mcp,mistral,openai,vertexai]==1.106.0
+pydantic-ai-slim[a2a,anthropic,cli,cohere,evals,google,groq,mcp,openai,vertexai]==1.106.0
 pympler
 pyodbc
 pyomo
@@ -134,7 +134,7 @@ yt_dlp
 #jupyterlab  # <- jupyter
 #markdownify  # <- markitdown
 #matplotlib  # <- ipympl, missingno, mlxtend, mpld3, plotnine, ...
-#mistralai  # <- pydantic-ai-slim
+#mistralai  # mistralai get security problematic crpytography-47
 #networkx  # <- PlotPy, scikit-image
 #numba  # <- datashader, quantecon, umap-learn
 #numpy  # <- baresql, clarabel, cvxpy, dask, datashader, ...
diff --git a/srcreq_manifest.py b/srcreq_manifest.py
new file mode 100644
index 00000000..c2d7ecd5
--- /dev/null
+++ b/srcreq_manifest.py
@@ -0,0 +1,286 @@
+"""Inventory the local wheelhouse, and say which files nothing needs any more.
+
+    python srcreq_manifest.py                       # report + write both lists
+    python srcreq_manifest.py --cycle winpython/portable/cycle_2026_04
+    python srcreq_manifest.py --delete dead         # actually remove a bucket
+
+The wheelhouse is the index a local build resolves against
+(`pip install --no-index --find-links=...`), so what is in it decides what gets
+built. Left alone it only grows: versions superseded cycles ago, and packages
+no requirement file mentions any longer.
+
+What a build still needs is not a guess -- the shipped lockfiles say it exactly.
+A (name, version) pair is `used` when a lockfile installs it, `superseded` when
+the project is still in use but that version is not, and `dead` when no
+lockfile and no requirement or constraint file names the project at all.
+
+Deleting is safe because the lockfiles are in git: any past distribution can be
+refetched with `pip download --require-hashes -r <its pylock>`. Nothing is
+deleted without --delete, which names the bucket explicitly.
+
+Hashes come from the lockfiles rather than from the files, so this reads no
+package bytes. The build's web-vs-local double lock is what makes that sound:
+it already proves the local copies match what PyPI serves.
+"""
+from __future__ import annotations
+
+import argparse
+import re
+import sys
+import tomllib
+from collections import defaultdict
+from datetime import date
+from pathlib import Path
+
+WHEEL = ".whl"
+SDIST = (".tar.gz", ".zip", ".tar.bz2")
+REQUIREMENT_FILES = ("constraints.txt", "requirements_slim.txt", "requirements_slimf.txt",
+                     "dot_requirements.txt", "requirements_whl.txt", "mandatory_requirements.txt")
+# A cycle accumulates lockfiles as it converges: several Python patch levels
+# (3_13_13_1, 3_13_14_0, 3_13_15_0) and several release levels (b0, b1, ... then
+# none once it ships). Only the newest per flavor counts, so rank rather than
+# exclude -- a cycle still in progress has nothing but levelled files.
+LOCK_NAME = re.compile(
+    r"^pylock\.64-(?P<ver>\d+(?:_\d+)+?)(?P<flavor>[a-z]+?)(?:b(?P<level>\d+))?"
+    r"(?P<wheels>_wheels)?\.toml$"
+)
+# What a prune may take. `pending` is deliberately absent: a version newer than
+# anything locked is a candidate staged for the next cycle, not leftovers.
+PRUNABLE = ("superseded", "dead", "unparsed")
+REPORTED = ("used", "pending", *PRUNABLE)
+
+
+def version_key(text: str):
+    """Sortable version key, tolerating anything unparseable."""
+    try:
+        from packaging.version import InvalidVersion, Version
+        try:
+            return (1, Version(text))
+        except InvalidVersion:
+            pass
+    except ImportError:
+        pass
+    return (0, tuple(int(p) if p.isdigit() else p for p in re.split(r"[._-]", text)))
+
+
+def normalize(name: str) -> str:
+    """PEP 503 normalized project name."""
+    return re.sub(r"[-_.]+", "-", name).lower()
+
+
+def parse_filename(path: Path, known: set[str]) -> tuple[str, str] | None:
+    """(normalized name, version) for a wheel or sdist file name, else None.
+
+    Wheel names are unambiguous. Sdist names are not -- a project name may
+    contain the same '-' that separates it from the version -- so the longest
+    known project name prefixing the file wins, and only when nothing matches
+    do we fall back to splitting at the first '-' before a digit.
+    """
+    name = path.name
+    if name.endswith(WHEEL):
+        parts = name[: -len(WHEEL)].split("-")
+        return (normalize(parts[0]), parts[1]) if len(parts) >= 3 else None
+
+    for suffix in SDIST:
+        if name.endswith(suffix):
+            stem = name[: -len(suffix)]
+            break
+    else:
+        return None
+
+    candidates = [k for k in known if normalize(stem).startswith(k + "-")]
+    if candidates:
+        best = max(candidates, key=len)
+        return best, stem[len(best) + 1:]
+    match = re.match(r"^(.*?)-(\d.*)$", stem)
+    return (normalize(match.group(1)), match.group(2)) if match else None
+
+
+def newest_locks(cycle_dirs: list[Path]) -> list[Path]:
+    """The newest lockfile per (cycle, Python minor, flavor).
+
+    Ranked by version then release level, with an absent level ranking highest
+    because that is the one a cycle ships.
+    """
+    best: dict[tuple, tuple[tuple, Path]] = {}
+    for directory in cycle_dirs:
+        for path in directory.glob("pylock.*.toml"):
+            match = LOCK_NAME.match(path.name)
+            if match is None:
+                continue
+            parts = tuple(int(n) for n in match["ver"].split("_"))
+            level = float(match["level"]) if match["level"] else float("inf")
+            key = (directory, parts[:2], match["flavor"], match["wheels"] or "")
+            rank = (parts, level)
+            if key not in best or rank > best[key][0]:
+                best[key] = (rank, path)
+    return sorted(path for _, path in best.values())
+
+
+def read_locks(cycle_dirs: list[Path]) -> tuple[dict, dict, list[Path]]:
+    """Artifacts the shipped lockfiles install, and which were built from sdist."""
+    locks = newest_locks(cycle_dirs)
+    wanted: dict[tuple[str, str], set[str]] = defaultdict(set)
+    from_sdist: dict[tuple[str, str], set[str]] = defaultdict(set)
+    for lock in locks:
+        data = tomllib.loads(lock.read_text(encoding="utf-8"))
+        for pkg in data.get("packages", []):
+            key = (normalize(pkg["name"]), pkg["version"])
+            for artifact in pkg.get("wheels", []):
+                if digest := artifact.get("hashes", {}).get("sha256"):
+                    wanted[key].add(digest)
+            if sdist := pkg.get("sdist"):
+                if digest := sdist.get("hashes", {}).get("sha256"):
+                    wanted[key].add(digest)
+                from_sdist[key].add(lock.name)
+    return wanted, from_sdist, locks
+
+
+def read_declared(repo: Path) -> set[str]:
+    """Project names any current requirement or constraint file mentions."""
+    names: set[str] = set()
+    for filename in REQUIREMENT_FILES:
+        path = repo / filename
+        if not path.is_file():
+            continue
+        for line in path.read_text(encoding="utf-8", errors="replace").splitlines():
+            if line := line.split("#")[0].strip():
+                if name := re.split(r"[<>=!~;\[ ]", line)[0].strip():
+                    names.add(normalize(name))
+    return names
+
+
+def gigabytes(paths) -> float:
+    return sum(p.stat().st_size for p in paths) / 2 ** 30
+
+
+def main(argv: list[str]) -> int:
+    parser = argparse.ArgumentParser(description=__doc__,
+                                     formatter_class=argparse.RawDescriptionHelpFormatter)
+    parser.add_argument("--srcreq", type=Path, default=Path(r"C:\WinP\packages.srcreq"),
+                        help="the wheelhouse to inventory")
+    parser.add_argument("--cycle", type=Path, action="append", dest="cycles",
+                        help="cycle directory to read lockfiles from; repeatable, "
+                             "defaults to the two newest under winpython/portable")
+    parser.add_argument("--repo", type=Path, default=Path("."))
+    parser.add_argument("--out", type=Path, default=Path("."))
+    parser.add_argument("--delete", choices=PRUNABLE, action="append", dest="delete",
+                        help="remove the files in this bucket; repeatable")
+    args = parser.parse_args(argv)
+
+    cycles = args.cycles or sorted((args.repo / "winpython/portable").glob("cycle_*"))[-2:]
+    if not args.srcreq.is_dir():
+        print(f"no such wheelhouse: {args.srcreq}", file=sys.stderr)
+        return 2
+    missing = [d for d in cycles if not d.is_dir()]
+    if missing:
+        print(f"no such cycle directory: {missing[0]}", file=sys.stderr)
+        return 2
+
+    wanted, from_sdist, locks = read_locks(cycles)
+    if not wanted:
+        print(f"no lockfiles found under {', '.join(map(str, cycles))}", file=sys.stderr)
+        return 2
+    live = {name for name, _ in wanted} | read_declared(args.repo)
+    newest_locked: dict[str, tuple] = {}
+    for name, version in wanted:
+        key = version_key(version)
+        if name not in newest_locked or key > newest_locked[name]:
+            newest_locked[name] = key
+
+    files = sorted(p for p in args.srcreq.iterdir() if p.is_file())
+    buckets: dict[str, list[Path]] = defaultdict(list)
+    labels: dict[Path, tuple[str, str]] = {}
+    for path in files:
+        parsed = parse_filename(path, live)
+        if parsed is None:
+            buckets["unparsed"].append(path)
+            continue
+        labels[path] = parsed
+        name, version = parsed
+        if (name, version) in wanted:
+            bucket = "used"
+        elif name not in live:
+            bucket = "dead"
+        elif name in newest_locked and version_key(version) > newest_locked[name]:
+            bucket = "pending"
+        else:
+            bucket = "superseded"
+        buckets[bucket].append(path)
+
+    on_disk = set(labels.values())
+    absent = sorted(set(wanted) - on_disk)
+    today = date.today().isoformat()
+
+    manifest = args.out / "srcreq_manifest.txt"
+    sdist_note = [f"#   {n}=={v}  built from sdist by {', '.join(sorted(w))}"
+                  for (n, v), w in sorted(from_sdist.items())]
+    manifest.write_text("\n".join([
+        f"# packages.srcreq manifest, generated {today}",
+        f"# from {len(locks)} shipped lockfiles in {', '.join(d.as_posix() for d in cycles)}",
+        f"# {len(wanted)} (name, version) pairs; regenerate with srcreq_manifest.py",
+        "#",
+        "# An inventory and a verification list, not a one-command restore: one",
+        "# pip download only fetches artifacts matching the interpreter running it,",
+        "# so a wheelhouse serving several Pythons needs one pass per target, each",
+        "# against that flavor's own pylock:",
+        "#",
+        "#   pip download --dest <folder> --no-deps --require-hashes -r <pylock.toml>",
+        "#",
+        *(["# Every line installs from a wheel, with these exceptions:", *sdist_note]
+          if sdist_note else ["# No lockfile here builds anything from an sdist."]),
+        "",
+        *(f"{name}=={version} " +
+          " ".join(f"--hash=sha256:{h}" for h in sorted(wanted[(name, version)])).rstrip()
+          for name, version in sorted(wanted)),
+    ]) + "\n", encoding="utf-8", newline="\n")
+
+    prune = args.out / "srcreq_prune.txt"
+    reasons = {
+        "superseded": "older version of a package still in use",
+        "dead": "no lockfile and no requirement file names this project",
+        "pending": "newer than anything locked -- staged for a coming cycle, NOT listed",
+        "unparsed": "not a wheel or sdist name -- look before removing",
+    }
+    lines = [
+        f"# packages.srcreq prune candidates, generated {today}",
+        f"# wheelhouse holds {len(files)} files, {gigabytes(files):.1f} GB",
+        f"# {len(buckets['used'])} files are installed by a shipped lockfile and are NOT listed",
+        "#",
+        "# Safe to remove: every pylock is in git, so any past distribution refetches",
+        "# with pip download --require-hashes. Remove with --delete <bucket>.",
+    ]
+    for bucket in PRUNABLE:
+        if entries := buckets[bucket]:
+            lines += ["", f"# --- {bucket}: {reasons[bucket]}",
+                      f"# {len(entries)} files, {gigabytes(entries):.2f} GB", ""]
+            lines += [p.name for p in sorted(entries, key=lambda p: (labels.get(p, ("", ""))[0], p.name))]
+    prune.write_text("\n".join(lines) + "\n", encoding="utf-8", newline="\n")
+
+    print(f"lockfiles read   : {len(locks)} from {', '.join(d.name for d in cycles)}")
+    print(f"pairs to keep    : {len(wanted)}"
+          + (f"   ** {len(absent)} NOT on disk **" if absent else "   all present on disk"))
+    for name, version in absent[:10]:
+        print(f"                   missing {name}=={version}")
+    print(f"wheelhouse       : {len(files)} files, {gigabytes(files):.1f} GB")
+    for bucket in REPORTED:
+        entries = buckets[bucket]
+        print(f"  {bucket:<13}: {len(entries):>5} files, {gigabytes(entries):>5.2f} GB")
+    reclaimable = [p for b in PRUNABLE for p in buckets[b]]
+    if reclaimable:
+        print(f"reclaimable      : {gigabytes(reclaimable):.1f} GB "
+              f"({gigabytes(reclaimable) / max(gigabytes(files), 1e-9):.0%})")
+
+    for bucket in args.delete or []:
+        entries = buckets[bucket]
+        freed = gigabytes(entries)
+        for path in entries:
+            path.unlink()
+        print(f"deleted {len(entries)} files from {bucket}, {freed:.2f} GB freed")
+
+    print(f"\nwrote {manifest}\n      {prune}")
+    return 0
+
+
+if __name__ == "__main__":
+    raise SystemExit(main(sys.argv[1:]))
diff --git a/tests/test_changelog_files.py b/tests/test_changelog_files.py
new file mode 100644
index 00000000..76fa4319
--- /dev/null
+++ b/tests/test_changelog_files.py
@@ -0,0 +1,183 @@
+# -*- coding: utf-8 -*-
+"""What a build's output contributes to changelogs/, and what it must not.
+
+A leg produces four metadata files. Three belong in `changelogs/`; the fourth,
+`hashes_<winpyver>.md`, describes one build's binaries rather than the release
+and has never been kept there. Getting that wrong is quiet: the wrong file is
+committed and nothing complains, so the selection is pinned here.
+
+No `_History.md` companion is written. A history compares a release against
+the one immediately before it, and that chain carries no meaning: flavors come
+and go between cycles, and readers upgrade about once a year rather than every
+cycle. The comparison that is wanted is between two indexes of the reader's own
+choosing -- `wppm -diff a.md b.md` -- so the absence is pinned here too.
+"""
+import importlib.util
+import os
+import shutil
+import subprocess
+import sys
+from pathlib import Path
+
+import pytest
+
+REPO = Path(__file__).resolve().parents[1]
+SCRIPT = REPO / ".github/scripts/changelog_files.py"
+
+needs_script = pytest.mark.skipif(not SCRIPT.is_file(), reason="changelog_files.py is gone")
+
+
+@pytest.fixture(scope="module")
+def changelog_files():
+    if not SCRIPT.is_file():
+        pytest.skip("changelog_files.py is gone")
+    spec = importlib.util.spec_from_file_location("changelog_files", SCRIPT)
+    module = importlib.util.module_from_spec(spec)
+    spec.loader.exec_module(module)
+    return module
+
+
+# what one leg of 2026-04 b1 actually uploaded, names verbatim
+LEG_OUTPUT = [
+    "WinPythonslim-64bit-3.15.0.5b1.md",
+    "pylock.64-3_15_0_5slimb1.toml",
+    "requir.64-3_15_0_5slimb1.txt",
+    "hashes_3.15.0.5slimb1.md",
+]
+
+
+@needs_script
+class TestParseChangelogName:
+    @pytest.mark.parametrize("name,expected", [
+        ("WinPythonslim-64bit-3.15.0.5b1.md", ("slim", 64, "3.15.0.5b1")),
+        ("WinPythondotf-64bit-3.14.7.1b1.md", ("dotf", 64, "3.14.7.1b1")),
+        ("WinPythondot-64bit-3.13.15.0.md", ("dot", 64, "3.13.15.0")),
+        ("WinPython-64bit-3.9.8.0.md", ("", 64, "3.9.8.0")),  # the unflavored ones
+        ("WinPythondot-32bit-3.9.0.0b1.md", ("dot", 32, "3.9.0.0b1")),
+    ])
+    def test_reads_flavor_architecture_and_version(self, changelog_files, name, expected):
+        assert changelog_files.parse_changelog_name(name) == expected
+
+    @pytest.mark.parametrize("name", [
+        "WinPythonslim-64bit-3.15.0.5b1_History.md",  # the companion, not an index
+        "hashes_3.15.0.5slimb1.md",
+        "pylock.64-3_15_0_5slimb1.toml",
+        "README.md",
+        "WinPythonslim-64bit-.md",
+    ])
+    def test_rejects_everything_that_is_not_a_package_index(self, changelog_files, name):
+        assert changelog_files.parse_changelog_name(name) is None
+
+
+@needs_script
+class TestSelection:
+    def test_hashes_are_left_behind(self, changelog_files, tmp_path):
+        """They describe one build's binaries; changelogs/ has never held them."""
+        for name in LEG_OUTPUT:
+            (tmp_path / name).write_text("", encoding="utf-8")
+        chosen = sorted(p.name for p in changelog_files.files_to_file(tmp_path))
+        assert chosen == [
+            "WinPythonslim-64bit-3.15.0.5b1.md",
+            "pylock.64-3_15_0_5slimb1.toml",
+            "requir.64-3_15_0_5slimb1.txt",
+        ]
+
+    def test_directories_are_skipped(self, changelog_files, tmp_path):
+        (tmp_path / "WinPythonslim-64bit-3.15.0.5b1.md").write_text("", encoding="utf-8")
+        (tmp_path / "pylock.64-nested").mkdir()
+        assert [p.name for p in changelog_files.files_to_file(tmp_path)] == [
+            "WinPythonslim-64bit-3.15.0.5b1.md"
+        ]
+
+
+def run_script(*args, cwd, env=None):
+    """The script by absolute path, from an unrelated directory.
+
+    It must not need to be run from the checkout: the workflow's own step and
+    these tests both invoke it as a path, which puts .github/scripts on
+    sys.path rather than the repository root.
+    """
+    return subprocess.run(
+        [sys.executable, str(SCRIPT), *map(str, args)],
+        cwd=str(cwd), capture_output=True, text=True, env=env,
+    )
+
+
+@needs_script
+class TestEndToEnd:
+    """Run the script the way the workflow runs it."""
+
+    @pytest.fixture
+    def cycle(self, tmp_path):
+        """A metadata directory and a changelogs/ holding one earlier release."""
+        source = tmp_path / "release_metadata"
+        source.mkdir()
+        changelogs = tmp_path / "changelogs"
+        changelogs.mkdir()
+
+        # a real package index makes a real diff; reuse two the repo already has
+        previous = REPO / "changelogs" / "WinPythonslim-64bit-3.15.0.4.md"
+        current = REPO / "changelogs" / "WinPythonslim-64bit-3.14.7.0.md"
+        if not (previous.is_file() and current.is_file()):
+            pytest.skip("the changelogs this test reads from are gone")
+        shutil.copyfile(previous, changelogs / previous.name)
+        shutil.copyfile(current, source / "WinPythonslim-64bit-3.15.0.5b1.md")
+        (source / "pylock.64-3_15_0_5slimb1.toml").write_text("x", encoding="utf-8")
+        (source / "requir.64-3_15_0_5slimb1.txt").write_text("x", encoding="utf-8")
+        (source / "hashes_3.15.0.5slimb1.md").write_text("x", encoding="utf-8")
+        return source, changelogs
+
+    def test_wppm_comes_from_the_checkout(self, cycle, tmp_path):
+        """A decoy wppm on PYTHONPATH must lose to the one being released.
+
+        Running a script puts the script's directory on sys.path, not the
+        checkout root, so without a deliberate insert the import falls through
+        to whatever else is reachable. On a machine with wppm installed that
+        looks fine -- which is how it once slipped past a green local run --
+        and on a CI runner, which installs none, it is ModuleNotFoundError.
+        The decoy makes the difference visible either way.
+        """
+        source, changelogs = cycle
+        decoy = tmp_path / "decoy"
+        (decoy / "wppm").mkdir(parents=True)
+        (decoy / "wppm" / "__init__.py").write_text(
+            "raise RuntimeError('decoy wppm imported')", encoding="utf-8"
+        )
+        env = {**os.environ, "PYTHONPATH": str(decoy)}
+        proc = run_script(source, changelogs, cwd=tmp_path, env=env)
+        assert proc.returncode == 0, proc.stderr
+        assert "decoy" not in proc.stderr
+
+    def test_files_the_three_and_nothing_else(self, cycle, tmp_path):
+        source, changelogs = cycle
+        proc = run_script(source, changelogs, cwd=tmp_path)
+        assert proc.returncode == 0, proc.stderr
+        landed = sorted(p.name for p in changelogs.iterdir())
+        assert landed == [
+            "WinPythonslim-64bit-3.15.0.4.md",    # was already there
+            "WinPythonslim-64bit-3.15.0.5b1.md",  # filed
+            "pylock.64-3_15_0_5slimb1.toml",
+            "requir.64-3_15_0_5slimb1.txt",
+        ]
+
+    def test_no_history_is_written_against_the_previous_release(self, cycle, tmp_path):
+        """Deliberate: see the module docstring. Not an oversight to restore."""
+        source, changelogs = cycle
+        proc = run_script(source, changelogs, cwd=tmp_path)
+        assert proc.returncode == 0, proc.stderr
+        assert not list(changelogs.glob("*_History.md"))
+        assert "history" not in proc.stdout.lower()
+
+    def test_an_empty_metadata_directory_is_an_error(self, tmp_path):
+        """Silence here would commit nothing and call it a success."""
+        source, changelogs = tmp_path / "src", tmp_path / "changelogs"
+        source.mkdir()
+        changelogs.mkdir()
+        proc = run_script(source, changelogs, cwd=tmp_path)
+        assert proc.returncode != 0
+        assert "held no changelog" in proc.stdout + proc.stderr
+
+    def test_a_missing_directory_is_an_error(self, tmp_path):
+        proc = run_script(tmp_path / "nope", tmp_path, cwd=tmp_path)
+        assert proc.returncode != 0
+        assert "no such directory" in proc.stdout + proc.stderr
diff --git a/tests/test_cycle_config.py b/tests/test_cycle_config.py
new file mode 100644
index 00000000..8b074007
--- /dev/null
+++ b/tests/test_cycle_config.py
@@ -0,0 +1,343 @@
+# -*- coding: utf-8 -*-
+"""The cycle build workflow and the script that configures it must agree.
+
+`.github/scripts/cycle_config.py` decides the whole shape of a cycle build,
+and `build_winpython_cycle.yml` consumes that decision as `matrix.leg.<key>`
+and `needs.config.outputs.<key>`. GitHub Actions resolves an expression naming
+a key nothing emits to the empty string, silently: the build does not fail at
+that line, it fails much later, in PowerShell, an hour into a Windows runner,
+with an empty path. That is expensive to find and slow to retry, so this
+module checks the two sides line up before any of it starts.
+
+Nothing here needs pytest plugins, a YAML parser or a network: the workflow is
+read as text and the script is imported and run for real, against whatever
+cycle files the repository currently has. A new cycle is therefore covered the
+moment its TOML is committed.
+"""
+import importlib.util
+import json
+import re
+from pathlib import Path
+
+import pytest
+
+REPO = Path(__file__).resolve().parents[1]
+CYCLES = REPO / "cycles"
+SCRIPT = REPO / ".github/scripts/cycle_config.py"
+WORKFLOW = REPO / ".github/workflows/build_winpython_cycle.yml"
+
+cycle_files = sorted(CYCLES.glob("*.toml")) if CYCLES.is_dir() else []
+
+needs_script = pytest.mark.skipif(not SCRIPT.is_file(), reason="cycle_config.py is gone")
+needs_workflow = pytest.mark.skipif(
+    not WORKFLOW.is_file(), reason="build_winpython_cycle.yml is gone"
+)
+needs_cycles = pytest.mark.skipif(not cycle_files, reason="no cycle files to check")
+
+
+def load_script():
+    spec = importlib.util.spec_from_file_location("cycle_config", SCRIPT)
+    module = importlib.util.module_from_spec(spec)
+    spec.loader.exec_module(module)
+    return module
+
+
+@pytest.fixture(scope="module")
+def cycle_config():
+    if not SCRIPT.is_file():
+        pytest.skip("cycle_config.py is gone")
+    return load_script()
+
+
+@pytest.fixture
+def at_repo_root(monkeypatch):
+    """A cycle file names its lockfile directory relative to the checkout root.
+
+    CI runs the script from there; pytest may be invoked from anywhere.
+    """
+    monkeypatch.chdir(REPO)
+
+
+@pytest.fixture(scope="module")
+def workflow_text():
+    if not WORKFLOW.is_file():
+        pytest.skip("build_winpython_cycle.yml is gone")
+    return WORKFLOW.read_text(encoding="utf-8")
+
+
+def config_for(cycle_config, cycle_file: Path, requested: str = "all") -> dict:
+    import tomllib
+
+    with cycle_file.open("rb") as fh:
+        cfg = tomllib.load(fh)
+    return cycle_config.build_config(cfg, requested, cycle_file.stem)
+
+
+def legs_of(config: dict) -> list[dict]:
+    return json.loads(config["matrix"])["leg"]
+
+
+@needs_script
+@needs_cycles
+@pytest.mark.parametrize("cycle_file", cycle_files, ids=lambda p: p.stem)
+class TestCycleFile:
+    """Every committed cycle must still describe a build that could run."""
+
+    def test_builds_at_least_one_leg(self, cycle_config, at_repo_root, cycle_file):
+        """A cycle whose lockfiles are all missing would start runners for nothing.
+
+        The script is meant to refuse that here, so an empty matrix means the
+        cycle directory and the flavor names have drifted apart.
+        """
+        assert legs_of(config_for(cycle_config, cycle_file))
+
+    def test_every_leg_names_a_lockfile_that_exists(self, cycle_config, at_repo_root, cycle_file):
+        """The leg is what pip is pointed at; a stale name fails only on the runner."""
+        for leg in legs_of(config_for(cycle_config, cycle_file)):
+            assert Path(leg["lockfile"]).is_file(), f"{leg['winpyver']}: {leg['lockfile']}"
+            for optional in ("lockfile_wheels", "requirements_wheels"):
+                if leg[optional]:
+                    assert Path(leg[optional]).is_file(), f"{leg['winpyver']}: {leg[optional]}"
+
+    def test_artifact_names_are_unique(self, cycle_config, at_repo_root, cycle_file):
+        """Two legs sharing an artifact name would race to upload the same one."""
+        names = [leg["artifact_name"] for leg in legs_of(config_for(cycle_config, cycle_file))]
+        assert len(names) == len(set(names)), sorted(names)
+
+    def test_version_matches_the_tarball_it_downloads(self, cycle_config, cycle_file):
+        """ver2 and src are hand-edited together; a copy-paste slip must not pass.
+
+        The script raises on the mismatch, so reaching a leg at all is the check.
+        """
+        import tomllib
+
+        with cycle_file.open("rb") as fh:
+            cfg = tomllib.load(fh)
+        for requested, entry in cfg["pythons"].items():
+            facts = cycle_config.python_facts(requested, entry)
+            assert ".".join(facts["ver2"].split(".")[:3]) in entry["src"]
+
+    def test_free_threaded_pythons_build_only_free_threaded_flavors(
+        self, cycle_config, at_repo_root, cycle_file
+    ):
+        """3.14 and 3.14F share a ver2, so only the flavor set separates them.
+
+        If the WINPYARCHDET filter ever stopped applying, a free-threaded run
+        would silently rebuild the ordinary flavors under the same file names.
+        """
+        for leg in legs_of(config_for(cycle_config, cycle_file)):
+            free_threaded = leg["python_versionf"].endswith("F")
+            assert leg["name"].endswith("f") == free_threaded, leg["winpyver"]
+
+
+@needs_script
+@needs_cycles
+class TestDispatchChoices:
+    @needs_workflow
+    @pytest.mark.parametrize("cycle_file", cycle_files, ids=lambda p: p.stem)
+    def test_every_python_can_be_dispatched_on_its_own(self, cycle_file, workflow_text):
+        """The choice list is typed by hand; a cycle's new Python must be added to it.
+
+        Without this, a cycle can offer 3.16 that "all" builds but that nobody
+        can re-run alone when one flavor fails.
+        """
+        import tomllib
+
+        with cycle_file.open("rb") as fh:
+            pythons = set(tomllib.load(fh)["pythons"])
+        block = re.search(r"\n        options:\n((?:\s+- '[^']+'\n)+)", workflow_text)
+        assert block, "the python_versionf choice list moved; this test needs updating"
+        offered = set(re.findall(r"- '([^']+)'", block.group(1)))
+        assert "all" in offered
+        assert pythons <= offered, f"{cycle_file.stem} offers {pythons - offered}, the workflow does not"
+
+
+@needs_script
+class TestReleaseTag:
+    """The tag is what the download URLs the website publishes are built on."""
+
+    @pytest.mark.parametrize("cycle,cfg,expected", [
+        ("2026_04", {"release_level": "b1"}, "2026-04b1"),
+        ("2026_03", {"release_level": ""}, "2026-03"),
+        ("2026_04", {}, "2026-04"),
+        ("2027_01", {"release_level": "rc2"}, "2027-01rc2"),
+    ])
+    def test_derived_from_the_cycle_name_and_level(self, cycle_config, cycle, cfg, expected):
+        """A respin is a release_level bump, not a tag to invent.
+
+        Deliberately no date in it: a date would tie the tag to a run, so
+        re-running one missing flavor would open a second release instead of
+        adding to the one the other legs are already on.
+        """
+        assert cycle_config.release_tag(cfg, cycle) == expected
+
+    def test_an_explicit_tag_wins(self, cycle_config):
+        """Kept for continuity with the tags releases used before this scheme."""
+        cfg = {"release_level": "b1", "release_tag": "17.12.20260522/WinPython"}
+        assert cycle_config.release_tag(cfg, "2026_04") == "17.12.20260522/WinPython"
+
+    @pytest.mark.parametrize("bad", [
+        "2026 04", "2026-04^b1", "2026~04", "cycle..04", "2026-04/", "2026-04.lock",
+        "2026-04:b1", "back\\slash", "tab\there",
+    ])
+    def test_a_tag_git_would_refuse_is_caught_here(self, cycle_config, bad):
+        """Five seconds into the config job beats an hour into a build."""
+        with pytest.raises(SystemExit):
+            cycle_config.release_tag({"release_tag": bad}, "2026_04")
+
+    @needs_cycles
+    @pytest.mark.parametrize("cycle_file", cycle_files, ids=lambda p: p.stem)
+    def test_every_cycle_has_a_usable_tag(self, cycle_config, at_repo_root, cycle_file):
+        tag = config_for(cycle_config, cycle_file)["release_tag"]
+        assert tag and not set(tag) & cycle_config.TAG_FORBIDDEN
+
+
+@needs_script
+class TestReleaseTitle:
+    """The title people actually read on the releases page.
+
+    Reproduced from the titles written by hand for years rather than invented:
+    cycle, then the level after a space -- the tag runs them together, the
+    title does not -- then the date with no comma, which is how all but one of
+    the previous titles read.
+    """
+
+    @pytest.mark.parametrize("cycle,level,date,expected", [
+        # the real titles of these releases, to the letter
+        ("2026_03", "", (2026, 8, 22), "WinPython 2026-03 of August 22nd 2026"),
+        ("2026_03", "b3", (2026, 8, 8), "WinPython 2026-03 b3 of August 8th 2026"),
+        ("2026_02", "b2", (2026, 5, 1), "WinPython 2026-02 b2 of May 1st 2026"),
+        ("2026_01", "final", (2026, 3, 10), "WinPython 2026-01 final of March 10th 2026"),
+        ("2025_05", "rc", (2025, 12, 22), "WinPython 2025-05 rc of December 22nd 2025"),
+        ("2026_01", "b3", (2026, 2, 24), "WinPython 2026-01 b3 of February 24th 2026"),
+    ])
+    def test_matches_the_titles_used_before(self, cycle_config, cycle, level, date, expected):
+        import datetime
+
+        cfg = {"release_level": level} if level else {}
+        assert cycle_config.release_title(cfg, cycle, datetime.date(*date)) == expected
+
+    def test_no_double_space_when_there_is_no_level(self, cycle_config):
+        """Some older titles read "2026-02  of May 17th": a level that was empty."""
+        import datetime
+
+        title = cycle_config.release_title({"release_level": ""}, "2026_04", datetime.date(2026, 5, 17))
+        assert "  " not in title
+
+    @pytest.mark.parametrize("day,expected", [
+        (1, "1st"), (2, "2nd"), (3, "3rd"), (4, "4th"),
+        (11, "11th"), (12, "12th"), (13, "13th"),  # not 11st/12nd/13rd
+        (21, "21st"), (22, "22nd"), (23, "23rd"), (30, "30th"), (31, "31st"),
+    ])
+    def test_ordinals(self, cycle_config, day, expected):
+        assert cycle_config.ordinal(day) == expected
+
+    @needs_cycles
+    @pytest.mark.parametrize("cycle_file", cycle_files, ids=lambda p: p.stem)
+    def test_every_cycle_produces_a_title(self, cycle_config, at_repo_root, cycle_file):
+        title = config_for(cycle_config, cycle_file)["release_title"]
+        assert title.startswith("WinPython ") and " of " in title
+        assert "\n" not in title, "a GITHUB_OUTPUT value has to stay on one line"
+
+
+@needs_script
+@needs_workflow
+@needs_cycles
+class TestWorkflowMatchesConfig:
+    """What the workflow reads, the script has to emit -- for every cycle."""
+
+    @pytest.fixture(scope="class")
+    def emitted(self, request):
+        """Leg keys and config outputs common to every cycle file."""
+        module = load_script()
+        monkey = pytest.MonkeyPatch()
+        monkey.chdir(REPO)
+        try:
+            leg_keys, output_keys, formats = None, None, set()
+            for cycle_file in cycle_files:
+                config = config_for(module, cycle_file)
+                output_keys = set(config) if output_keys is None else output_keys & set(config)
+                for leg in legs_of(config):
+                    leg_keys = set(leg) if leg_keys is None else leg_keys & set(leg)
+                    formats |= set(leg["formats"])
+        finally:
+            monkey.undo()
+        return {"leg": leg_keys, "outputs": output_keys, "formats": formats}
+
+    def test_every_matrix_key_the_workflow_reads_is_emitted(self, workflow_text, emitted):
+        """An unknown matrix.leg.<key> resolves to "" and breaks far from here."""
+        used = set(re.findall(r"matrix\.leg\.([A-Za-z_][A-Za-z0-9_]*)", workflow_text))
+        used |= set(re.findall(r"matrix\.leg\['([^']+)'\]", workflow_text))
+        assert used - {"formats"} <= emitted["leg"], used - {"formats"} - emitted["leg"]
+
+    def test_every_archive_format_the_workflow_reads_is_emitted(self, workflow_text, emitted):
+        used = set(re.findall(r"matrix\.leg\.formats\.([A-Za-z0-9_]+)", workflow_text))
+        used |= set(re.findall(r"matrix\.leg\.formats\['([^']+)'\]", workflow_text))
+        assert used, "the workflow stopped reading the archive formats"
+        assert used <= emitted["formats"], used - emitted["formats"]
+
+    def test_declared_job_outputs_come_from_the_script(self, workflow_text, emitted):
+        """`outputs:` forwards steps.cfg.outputs.<key>; the script must write it."""
+        declared = dict(re.findall(
+            r"^      ([a-z0-9_]+): \$\{\{ steps\.cfg\.outputs\.([a-z0-9_]+) \}\}$",
+            workflow_text, re.MULTILINE,
+        ))
+        assert declared, "the config job's outputs block moved; this test needs updating"
+        assert set(declared.values()) <= emitted["outputs"], (
+            set(declared.values()) - emitted["outputs"]
+        )
+
+    def test_every_output_the_workflow_reads_is_declared(self, workflow_text):
+        declared = set(re.findall(
+            r"^      ([a-z0-9_]+): \$\{\{ steps\.cfg\.outputs\.[a-z0-9_]+ \}\}$",
+            workflow_text, re.MULTILINE,
+        ))
+        used = set(re.findall(r"needs\.config\.outputs\.([a-z0-9_]+)", workflow_text))
+        assert used <= declared, used - declared
+
+    def test_nothing_still_reads_the_pre_cycle_matrix(self, workflow_text):
+        """`matrix.flavor` was the one-Python-per-dispatch shape; it emits nothing now."""
+        assert "matrix.flavor" not in workflow_text
+
+    def test_publishing_is_gated_both_ways(self, workflow_text):
+        """The binaries go either to the release or to an artifact -- never neither.
+
+        Both gates have to exist: if the negative one were dropped, a run with
+        publish off would build gigabytes and upload none of it.
+        """
+        assert "if: ${{ inputs.publish }}" in workflow_text
+        assert "if: ${{ !inputs.publish }}" in workflow_text
+
+    def test_the_changelog_pr_is_whole_cycle_only(self, workflow_text):
+        """A single-leg re-run would reduce the branch to that leg's files.
+
+        It has nothing to add either way: the same lockfile builds the same
+        package list, so a rebuilt leg cannot change a changelog.
+        """
+        assert "if: ${{ inputs.publish && inputs.python_versionf == 'all' }}" in workflow_text
+        assert ".github/scripts/changelog_files.py release_metadata changelogs" in workflow_text
+        assert (REPO / ".github/scripts/changelog_files.py").is_file()
+
+    def test_the_release_title_is_built_by_the_script(self, workflow_text):
+        """Ordinal dates are miserable in shell, and untestable there."""
+        assert 'TITLE: ${{ needs.config.outputs.release_title }}' in workflow_text
+        assert '--title "$TITLE"' in workflow_text
+
+    def test_the_changelog_name_carries_the_release_level(self, workflow_text):
+        """A beta and the final it becomes share a ver2.
+
+        Without the level in the name, a b1's package list is written to the
+        file the final release wants, and `changelogs/` briefly describes a
+        beta under the final's name. The level has to reach the composite
+        action for that, so both halves are checked.
+        """
+        assert "release_level: ${{ needs.config.outputs.release_level }}" in workflow_text
+        action = (REPO / ".github/actions/publish-winpython/action.yml").read_text(encoding="utf-8")
+        assert re.search(r"^  release_level:$", action, re.MULTILINE), "action input is missing"
+        assert "${{ inputs.winpy_ver2 }}${{ inputs.release_level }}.md" in action
+
+    def test_the_release_tag_is_never_taken_from_a_dispatch_input(self, workflow_text):
+        """One source of truth: the cycle file. An input would let them disagree."""
+        assert "inputs.release_tag" not in workflow_text
+        for env_line in re.findall(r"^          TAG: (.+)$", workflow_text, re.MULTILINE):
+            assert env_line == "${{ needs.config.outputs.release_tag }}", env_line
diff --git a/tests/test_diff_versions.py b/tests/test_diff_versions.py
new file mode 100644
index 00000000..89ed0346
--- /dev/null
+++ b/tests/test_diff_versions.py
@@ -0,0 +1,185 @@
+# -*- coding: utf-8 -*-
+"""Which changelog a new one gets compared against.
+
+`write_changelog` asks `find_previous_version` what the previous release was,
+and the answer comes from the file names in `changelogs/` alone. That made the
+naming of those files load-bearing: the pattern used to be digits and dots, so
+a version carrying a release level -- 3.14.7.1b1 -- matched nothing and the
+comparison skipped straight past it. PEP 440 orders those versions correctly
+already (3.14.7.0 < 3.14.7.1b1 < 3.14.7.1); only the file name pattern did not.
+
+The layouts here are synthetic: the functions care about names, not contents,
+so an empty file under the right name exercises the real code.
+"""
+from pathlib import Path
+
+import pytest
+
+from wppm.diff import changelog_versions, copy_changelogs, find_previous_version
+
+
+def changelogs(searchdir: Path, *names: str) -> Path:
+    """A changelogs directory holding exactly these files."""
+    searchdir.mkdir(parents=True, exist_ok=True)
+    for name in names:
+        (searchdir / name).write_text("", encoding="utf-8")
+    return searchdir
+
+
+class TestFindPreviousVersion:
+    def test_picks_the_nearest_earlier_version(self, tmp_path):
+        searchdir = changelogs(
+            tmp_path,
+            "WinPythondot-64bit-3.13.15.0.md",
+            "WinPythondot-64bit-3.14.7.0.md",
+            "WinPythondot-64bit-3.14.7.1.md",
+        )
+        assert find_previous_version("3.14.7.1", searchdir, "dot") == "3.14.7.0"
+
+    def test_a_release_level_is_visible_and_ordered(self, tmp_path):
+        """The b1 sits between .0 and .1, so it is what .1 compares against.
+
+        This is the case the old digits-and-dots pattern dropped: it would
+        have answered 3.14.7.0 and reported a beta's worth of changes twice.
+        """
+        searchdir = changelogs(
+            tmp_path,
+            "WinPythondot-64bit-3.14.7.0.md",
+            "WinPythondot-64bit-3.14.7.1b1.md",
+        )
+        assert find_previous_version("3.14.7.1", searchdir, "dot") == "3.14.7.1b1"
+
+    def test_a_release_level_compares_against_the_release_before_it(self, tmp_path):
+        searchdir = changelogs(
+            tmp_path,
+            "WinPythondot-64bit-3.14.7.0.md",
+            "WinPythondot-64bit-3.14.7.1b1.md",
+        )
+        assert find_previous_version("3.14.7.1b1", searchdir, "dot") == "3.14.7.0"
+
+    @pytest.mark.parametrize("level", ["b1", "b2", "rc1", "a1", "post1"])
+    def test_every_level_winpython_has_used_parses(self, tmp_path, level):
+        searchdir = changelogs(
+            tmp_path,
+            "WinPythondot-64bit-3.14.7.0.md",
+            f"WinPythondot-64bit-3.14.7.1{level}.md",
+        )
+        assert find_previous_version("3.14.8.0", searchdir, "dot") == f"3.14.7.1{level}"
+
+    def test_history_companions_are_never_the_answer(self, tmp_path):
+        """`_History.md` sits beside every changelog and is not one."""
+        searchdir = changelogs(
+            tmp_path,
+            "WinPythondot-64bit-3.14.7.0.md",
+            "WinPythondot-64bit-3.14.7.0_History.md",
+        )
+        assert find_previous_version("3.14.7.1", searchdir, "dot") == "3.14.7.0"
+
+    def test_unrelated_files_are_ignored(self, tmp_path):
+        searchdir = changelogs(
+            tmp_path,
+            "WinPythondot-64bit-3.14.7.0.md",
+            "pylock.64-3_14_7_0dot.toml",
+            "requir.64-3_14_7_0dot.txt",
+            "README.md",
+        )
+        assert find_previous_version("3.14.7.1", searchdir, "dot") == "3.14.7.0"
+
+    def test_the_old_txt_changelogs_still_count(self, tmp_path):
+        searchdir = changelogs(tmp_path, "WinPython-64bit-2.7.10.1.txt")
+        assert find_previous_version("2.7.10.2", searchdir, "") == "2.7.10.1"
+
+    def test_nothing_earlier_returns_the_target_itself(self, tmp_path):
+        """The documented fallback: comparing a version against itself is empty."""
+        searchdir = changelogs(tmp_path, "WinPythondot-64bit-3.14.7.1.md")
+        assert find_previous_version("3.14.7.1", searchdir, "dot") == "3.14.7.1"
+
+    def test_flavors_do_not_see_each_other(self, tmp_path):
+        """dot and slim ship different package sets; a cross-flavor diff is noise."""
+        searchdir = changelogs(
+            tmp_path,
+            "WinPythondot-64bit-3.14.7.0.md",
+            "WinPythonslim-64bit-3.14.7.1.md",
+        )
+        assert find_previous_version("3.14.7.2", searchdir, "dot") == "3.14.7.0"
+        assert find_previous_version("3.14.7.2", searchdir, "slim") == "3.14.7.1"
+
+    def test_a_flavor_is_not_a_prefix_of_another(self, tmp_path):
+        """dot must not match dotf: the free-threaded build is a separate line."""
+        searchdir = changelogs(
+            tmp_path,
+            "WinPythondot-64bit-3.14.7.0.md",
+            "WinPythondotf-64bit-3.14.7.1.md",
+        )
+        assert find_previous_version("3.14.7.2", searchdir, "dot") == "3.14.7.0"
+        assert find_previous_version("3.14.7.2", searchdir, "dotf") == "3.14.7.1"
+
+    def test_the_unflavored_name_does_not_match_flavored_files(self, tmp_path):
+        searchdir = changelogs(
+            tmp_path,
+            "WinPython-64bit-3.9.8.0.md",
+            "WinPythondot-64bit-3.14.7.0.md",
+        )
+        assert find_previous_version("3.15.0.0", searchdir, "") == "3.9.8.0"
+
+    def test_architecture_separates_the_lines(self, tmp_path):
+        searchdir = changelogs(
+            tmp_path,
+            "WinPythondot-32bit-3.9.0.0.md",
+            "WinPythondot-64bit-3.8.0.0.md",
+        )
+        assert find_previous_version("3.14.0.0", searchdir, "dot", 64) == "3.8.0.0"
+        assert find_previous_version("3.14.0.0", searchdir, "dot", 32) == "3.9.0.0"
+
+
+class TestChangelogVersions:
+    def test_reports_the_file_each_version_came_from(self, tmp_path):
+        searchdir = changelogs(
+            tmp_path,
+            "WinPythondot-64bit-3.14.7.1b1.md",
+            "WinPythondot-64bit-3.14.7.0_History.md",
+        )
+        found = changelog_versions(searchdir, "dot")
+        assert [(raw, name) for _, raw, name in found] == [
+            ("3.14.7.1b1", "WinPythondot-64bit-3.14.7.1b1.md")
+        ]
+
+
+class TestCopyChangelogs:
+    @pytest.fixture
+    def dest(self, tmp_path):
+        target = tmp_path / "dest"
+        target.mkdir()
+        return target
+
+    def test_takes_the_whole_major_minor_including_levels(self, tmp_path, dest):
+        src = changelogs(
+            tmp_path / "src",
+            "WinPythondot-64bit-3.14.7.0.md",
+            "WinPythondot-64bit-3.14.7.1b1.md",
+            "WinPythondot-64bit-3.13.15.0.md",
+        )
+        copy_changelogs("3.14.7.1", src, "dot", 64, dest)
+        assert sorted(p.name for p in dest.iterdir()) == [
+            "WinPythondot-64bit-3.14.7.0.md",
+            "WinPythondot-64bit-3.14.7.1b1.md",
+        ]
+
+    def test_a_minor_is_not_a_string_prefix(self, tmp_path, dest):
+        """Selecting on the parsed version stops 3.1 from dragging in 3.15."""
+        src = changelogs(
+            tmp_path / "src",
+            "WinPythondot-64bit-3.1.0.0.md",
+            "WinPythondot-64bit-3.15.0.5.md",
+        )
+        copy_changelogs("3.1.0.0", src, "dot", 64, dest)
+        assert [p.name for p in dest.iterdir()] == ["WinPythondot-64bit-3.1.0.0.md"]
+
+    def test_history_companions_are_not_copied(self, tmp_path, dest):
+        src = changelogs(
+            tmp_path / "src",
+            "WinPythondot-64bit-3.14.7.0.md",
+            "WinPythondot-64bit-3.14.7.0_History.md",
+        )
+        copy_changelogs("3.14.7.0", src, "dot", 64, dest)
+        assert [p.name for p in dest.iterdir()] == ["WinPythondot-64bit-3.14.7.0.md"]
diff --git a/winpython/build_winpython.py b/winpython/build_winpython.py
index 8a46355c..a5f6c729 100644
--- a/winpython/build_winpython.py
+++ b/winpython/build_winpython.py
@@ -48,7 +48,11 @@ def pip_install(python_exe: Path, req_file: str, constraints: str, find_links: s
         cmd = [
             str(python_exe), "-m", "pip", "install",
             "-r", req_file, "-c", constraints,
-            "--pre", "--no-index", f"--find-links={find_links}",
+            # No --pre. pip accepts a prerelease when the specifier itself names
+            # one, so a prerelease reaches a build because the constraints ask
+            # for it on that target, not because it happened to be the newest
+            # file in the wheelhouse.
+            "--no-index", f"--find-links={find_links}",
             "--upgrade", "--no-warn-script-location"
         ]
         if options:
@@ -173,7 +177,8 @@ def process_wheelhouse_requirements(target_python: Path, winpydirbase: Path,args
     if wheelhousereq.is_file():
         # Generate pylock from wheelhousereq
         cmd = [
-            str(target_python), "-m", "pip", "lock", "--no-index", "--trusted-host=None", "--pre", 
+            # no --pre here either: same rule as pip_install()
+            str(target_python), "-m", "pip", "lock", "--no-index", "--trusted-host=None",
             "--find-links", args.find_links, "-c", args.constraints, "-r", str(wheelhousereq),
             "-o", str(out)
         ]
@@ -225,6 +230,11 @@ def main():
     parser.add_argument('--log-dir', default='WinPython_build_logs', help='Directory for logs')
     parser.add_argument('--mandatory-req', help='Mandatory requirements file')
     parser.add_argument('--wheelhousereq', help='Wheelhouse requirements file')
+    parser.add_argument('--only-binary', default='yes', choices=['yes', 'no'],
+                        help="'yes' (default) installs from wheels only, so a missing "
+                             "wheel fails here instead of quietly compiling third-party "
+                             "code on the build machine; 'no' for a flavor that still "
+                             "needs an sdist fallback")
     parser.add_argument('--bytecode', default='pip',
                         help="byte-compilation: 'pip' (inline, the default and what ships), "
                              "'none' (no .pyc -- for throwaway builds such as pylock generation "
@@ -272,6 +282,8 @@ def main():
 
     no_compile, compile_jobs = parse_bytecode_mode(args.bytecode)
     pip_options = ["--force-reinstall"] + (["--no-compile"] if no_compile else [])
+    if args.only_binary == "yes":
+        pip_options.append("--only-binary=:all:")
     for label, req in [
         ("Mandatory", args.mandatory_req),
         ("Main", args.requirements),
@@ -297,9 +309,13 @@ def main():
     generate_lockfiles(target_python, winpydirbase, args.constraints, args.find_links, file_postfix)
 
 
-    log_section(f"🙏 Step 7: generate changelog") 
-    mdn = f"WinPython{args.flavor}-{args.arch}bit-{winpyver2}.md"
-    out = f"WinPython{args.flavor}-{args.arch}bit-{winpyver2}_History.md"
+    log_section(f"🙏 Step 7: generate changelog")
+    # the release level belongs in the name: a b1 and the final it becomes share
+    # a winpyver2, so without it the beta's package list occupies the final's
+    # file. 3.15.0.5b1 is a PEP 440 version, and sorts where it should.
+    changelog_version = f"{winpyver2}{args.release_level}"
+    mdn = f"WinPython{args.flavor}-{args.arch}bit-{changelog_version}.md"
+    out = f"WinPython{args.flavor}-{args.arch}bit-{changelog_version}_History.md"
     changelog_dir = log_dir.parent/ "changelogs"
     
     cmd = ["set", f"WINPYVER2={winpyver2}&",  "set",  f"WINPYFLAVOR={args.flavor}&",
@@ -312,15 +328,23 @@ def main():
         )]
     run_command(cmd, shell=True)
     shutil.copyfile (winpydirbase.parent / mdn, changelog_dir / mdn)
-    
+
+    # What moved since the previous build of this flavor -- for the person
+    # running the build, who wants to see it before publishing anything. It
+    # stays beside the build output and is NOT copied into changelogs/: the
+    # archive keeps the package indexes, and a diff against the immediately
+    # previous release is not a useful thing to publish, since flavors come and
+    # go between cycles and readers upgrade about once a year. Anyone wanting a
+    # comparison picks their own two indexes with `wppm -diff <a>.md <b>.md`.
+    # The previous index is still read from changelog_dir, which holds them all.
     cmd = [str(target_python), "-X", "utf8", "-c",
         (
         "from wppm import diff;"
-        f"result = diff.compare_package_indexes('{winpyver2}', searchdir=r'{changelog_dir}', flavor=r'{args.flavor}', architecture={args.arch});"
-        f"open(r'{winpydirbase.parent / out}', 'w', encoding='utf-8').write(result)" 
+        f"result = diff.compare_package_indexes('{changelog_version}', searchdir=r'{changelog_dir}', flavor=r'{args.flavor}', architecture={args.arch});"
+        f"open(r'{winpydirbase.parent / out}', 'w', encoding='utf-8').write(result)"
         )]
     run_command(cmd, check=False)
-    shutil.copyfile (winpydirbase.parent / out, changelog_dir / out)
+    logging.info(f"changes since the previous {args.flavor or 'plain'} build: {winpydirbase.parent / out}")
 
     if args.create_installer != "":
         log_section("🙏 Step 8: Create Installer")
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index 00000000..ef96e8e8
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new file mode 100644
index 00000000..ef9bd20c
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index 00000000..c9679da2
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diff --git a/winpython/portable/cycle_2026_04/requir.64-3_13_15_1dotb1.txt b/winpython/portable/cycle_2026_04/requir.64-3_13_15_1dotb1.txt
new file mode 100644
index 00000000..8609db63
--- /dev/null
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@@ -0,0 +1,16 @@
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diff --git a/winpython/portable/cycle_2026_04/requir.64-3_13_15_1slimb1.txt b/winpython/portable/cycle_2026_04/requir.64-3_13_15_1slimb1.txt
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index 00000000..bb4ab08c
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diff --git a/winpython/portable/cycle_2026_04/requir.64-3_13_16_0dotb2.txt b/winpython/portable/cycle_2026_04/requir.64-3_13_16_0dotb2.txt
new file mode 100644
index 00000000..5514f7a5
--- /dev/null
+++ b/winpython/portable/cycle_2026_04/requir.64-3_13_16_0dotb2.txt
@@ -0,0 +1,16 @@
+build==1.5.0 \
+    --hash=sha256:13f3eecb844759ab66efec90ca17639bbf14dc06cb2fdf37a9010322d9c50a6f
+colorama==0.4.6 \
+    --hash=sha256:4f1d9991f5acc0ca119f9d443620b77f9d6b33703e51011c16baf57afb285fc6
+packaging==26.2 \
+    --hash=sha256:5fc45236b9446107ff2415ce77c807cee2862cb6fac22b8a73826d0693b0980e
+pyproject-hooks==1.2.0 \
+    --hash=sha256:9e5c6bfa8dcc30091c74b0cf803c81fdd29d94f01992a7707bc97babb1141913
+setuptools==83.0.0 \
+    --hash=sha256:29b23c360f22f414dc7336bb39178cc7bcbf6021ed2733cde173f09dba19abb3
+sqlite-bro==1.3.2 \
+    --hash=sha256:0ecda886fbd9c9536cbc7192662be0a0b7d963e9df506dcc788cf1e37e572034
+wheel==0.47.0 \
+    --hash=sha256:212281cab4dff978f6cedd499cd893e1f620791ca6ff7107cf270781e587eced
+wppm==17.13.20260913 \
+    --hash=sha256:86efc07a0c3c0ba9ca90d2f4b9dc6ffef0a258662b52f731b38655d871df76ca
diff --git a/winpython/portable/cycle_2026_04/requir.64-3_13_16_0dotb3.txt b/winpython/portable/cycle_2026_04/requir.64-3_13_16_0dotb3.txt
new file mode 100644
index 00000000..72c43e0a
--- /dev/null
+++ b/winpython/portable/cycle_2026_04/requir.64-3_13_16_0dotb3.txt
@@ -0,0 +1,16 @@
+build==1.5.0 \
+    --hash=sha256:13f3eecb844759ab66efec90ca17639bbf14dc06cb2fdf37a9010322d9c50a6f
+colorama==0.4.6 \
+    --hash=sha256:4f1d9991f5acc0ca119f9d443620b77f9d6b33703e51011c16baf57afb285fc6
+packaging==26.2 \
+    --hash=sha256:5fc45236b9446107ff2415ce77c807cee2862cb6fac22b8a73826d0693b0980e
+pyproject-hooks==1.2.0 \
+    --hash=sha256:9e5c6bfa8dcc30091c74b0cf803c81fdd29d94f01992a7707bc97babb1141913
+setuptools==83.0.0 \
+    --hash=sha256:29b23c360f22f414dc7336bb39178cc7bcbf6021ed2733cde173f09dba19abb3
+sqlite-bro==1.3.2 \
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+wheel==0.48.0 \
+    --hash=sha256:3217dcc807155e45db462d7ef2431f5ddda0d7273b700d05a67b271ceb1287ab
+wppm==17.13.20260913 \
+    --hash=sha256:86efc07a0c3c0ba9ca90d2f4b9dc6ffef0a258662b52f731b38655d871df76ca
diff --git a/winpython/portable/cycle_2026_04/requir.64-3_13_16_0slimb2.txt b/winpython/portable/cycle_2026_04/requir.64-3_13_16_0slimb2.txt
new file mode 100644
index 00000000..8eafda36
--- /dev/null
+++ b/winpython/portable/cycle_2026_04/requir.64-3_13_16_0slimb2.txt
@@ -0,0 +1,1056 @@
+absl-py==2.5.0 \
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+    --hash=sha256:db4e40728b728508912cbb3d44f19ce188f218e9eba635821bb4b68564f8fd67
+ast-serialize==0.8.0 \
+    --hash=sha256:861794565b06337005c1447ef23103a3d5a627d08bdc827870d00d0b28ef5f51
+asteval==1.0.9 \
+    --hash=sha256:60513ea5d608d27bdb0cf3785dc993a6c3adeaee45f1bded0953a09e904e461f
+astroid==4.0.4 \
+    --hash=sha256:52f39653876c7dec3e3afd4c2696920e05c83832b9737afc21928f2d2eb7a753
+asttokens==3.0.2 \
+    --hash=sha256:9da13157f5b28becde0bd374fc677dcd3c290614264eff096f167c469cd9f933
+async-lru==2.3.0 \
+    --hash=sha256:eea27b01841909316f2cc739807acea1c623df2be8c5cfad7583286397bb8315
+asyncssh==2.24.0 \
+    --hash=sha256:9abd46300adcb6d4b73269b34c53cd0d17a138b9a22b5b38008ce7d5808734b7
+attrs==26.1.0 \
+    --hash=sha256:c647aa4a12dfbad9333ca4e71fe62ddc36f4e63b2d260a37a8b83d2f043ac309
+authlib==1.7.2 \
+    --hash=sha256:3e1faedc9d87e7d56a164eca3ccb6ace0d61b94abe83e92242f8dc8bba9b4a9f
+autopep8==2.0.4 \
+    --hash=sha256:067959ca4a07b24dbd5345efa8325f5f58da4298dab0dde0443d5ed765de80cb
+azure-core==1.41.0 \
+    --hash=sha256:522b4011e8180b1a3dcd2024396a4e7fe9ac37fb8597db47163d230b5efe892d
+azure-cosmos==4.16.1 \
+    --hash=sha256:43717215ec1433c1ea0f0e3d465f9182fb5afff3ae2331e595367122297872f1
+azure-identity==1.25.3 \
+    --hash=sha256:f4d0b956a8146f30333e071374171f3cfa7bdb8073adb8c3814b65567aa7447c
+babel==2.18.0 \
+    --hash=sha256:e2b422b277c2b9a9630c1d7903c2a00d0830c409c59ac8cae9081c92f1aeba35
+baresql==1.0.0 \
+    --hash=sha256:a24d17f46beb47c221f328f7e06710e3896c6203a8e1909788d7128f27b86f01
+bcrypt==5.0.0 \
+    --hash=sha256:64ee8434b0da054d830fa8e89e1c8bf30061d539044a39524ff7dec90481e5c2
+beartype==0.22.9 \
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+beautifulsoup4==4.15.0 \
+    --hash=sha256:d6f88de62e1d4e38ecb1077eb9724cd0eff29d2a08ca16a401e9b9e93f117cf9
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+    --hash=sha256:900adfd5e1b821255ba7e63139b0396b14c88b9286e74e03b6f51e0200331337
+black==26.5.1 \
+    --hash=sha256:e1a26503279b6b310669fb0b219c39e4820b77e8189fe80f522bb511f247db0a
+bleach==6.4.0 \
+    --hash=sha256:4b6b6a54fff2e69a3dde9d21cc6301220bee3c3cb792187d11403fd795031081
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+    --hash=sha256:ba0efaa9080b619ff2f3459d1d500c57bddea4a6b424b60a91141db6fd2f08bc
+bokeh==3.9.1 \
+    --hash=sha256:8bf2aae574509055fbd6b68f023046bebc91b0bbd631d204d0d60863b4237dbd
+branca==0.8.2 \
+    --hash=sha256:2ebaef3983e3312733c1ae2b793b0a8ba3e1c4edeb7598e10328505280cf2f7c
+brotli==1.2.0 \
+    --hash=sha256:b63daa43d82f0cdabf98dee215b375b4058cce72871fd07934f179885aad16e8
+build==1.5.0 \
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+cachetools==7.1.4 \
+    --hash=sha256:323dc4127934744db5b54eb4924482d7edafbf9554e820d1531c2e08c0e4ef54
+caio==0.9.25 \
+    --hash=sha256:06c0bb02d6b929119b1cfbe1ca403c768b2013a369e2db46bfa2a5761cf82e40
+cattrs==26.1.0 \
+    --hash=sha256:d1e0804c42639494d469d08d4f26d6b9de9b8ab26b446db7b5f8c2e97f7c3096
+certifi==2026.1.4 \
+    --hash=sha256:9943707519e4add1115f44c2bc244f782c0249876bf51b6599fee1ffbedd685c
+cffi==2.1.1 \
+    --hash=sha256:1aa5645c30469b09530c4ebca77ebf8f17618293c58f8549cb1a543a50236e7d
+chardet==7.4.3 \
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+cloudpickle==3.1.2 \
+    --hash=sha256:9acb47f6afd73f60dc1df93bb801b472f05ff42fa6c84167d25cb206be1fbf4a
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+    --hash=sha256:bd1c592e4d5974f0d08d4888e432157adba757c66da0246918e43677fafa2d30
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+cvxpy==1.9.2 \
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+dask==2026.7.1 \
+    --hash=sha256:985ffd6c5e9d7979ede515e84ae8d39b647d6aa64f77600f15714ff65f578fe6
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+    --hash=sha256:93cea333fb8b2bc0d181b0de5e16df50dd344ce64828226bda07728818936782
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+    --hash=sha256:01d9bbc4a2d76bf0db7c1f729812ded6d912bd318d3b1cf81d30c0f845dbf3af
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+    --hash=sha256:fd7d5094aa83943bf5f9e1a13701866b7c452eac19765380dead666e36d3711c
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+et-xmlfile==2.0.0 \
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+fastjsonschema==2.21.2 \
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+fastmcp-slim==3.4.7 \
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+filelock==3.32.2 \
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+    --hash=sha256:878be833caa6a3821caf85eb39c5ba92d28e85df26d57afb06b35b2efd937231
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+    --hash=sha256:096a5c31963687e99d752789382b9e8e71c0a56f9569b9760fd0de402f8b084a
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+gitdb==4.0.12 \
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+gitpython==3.1.62 \
+    --hash=sha256:7002251225e10e29d2e1f49e6532613fe5d5d9f0b6f1f02997a52b38fe56899e
+google-auth==2.56.3 \
+    --hash=sha256:8ec438808f813ad034535000261eed1067475d229d05bbf4216e78c3f2362e53
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+    --hash=sha256:4c5e60ccaed3ed35ac2ee81e87c5bebf7280cd49b81526d872a526e97ce25f46
+graphene==3.4.3 \
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+h5py==3.16.0 \
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+    --hash=sha256:f9b81c47231aa1e3a71a1e4b3cc85b42e3b14f85e3a36922f3323c4da23605ef
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+zipp==4.1.0 \
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diff --git a/winpython/portable/cycle_2026_04/requir.64-3_13_16_0slimb3.txt b/winpython/portable/cycle_2026_04/requir.64-3_13_16_0slimb3.txt
new file mode 100644
index 00000000..9092343a
--- /dev/null
+++ b/winpython/portable/cycle_2026_04/requir.64-3_13_16_0slimb3.txt
@@ -0,0 +1,1050 @@
+absl-py==2.5.0 \
+    --hash=sha256:0f17b89f2a4eaaedc4f28c622998aa690564b3012a396a4ffad0821007fe03ba
+adbc-driver-manager==1.12.0 \
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+aiofile==3.12.3 \
+    --hash=sha256:5c1bcc9e929c50834608e8cc1a4cc1d7503eb60c15a535b779fd39e2f372c017
+aiofiles==25.1.0 \
+    --hash=sha256:abe311e527c862958650f9438e859c1fa7568a141b22abcd015e120e86a85695
+aiohappyeyeballs==2.7.1 \
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+aiohttp==3.14.3 \
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+aiosignal==1.4.0 \
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+aiosqlite==0.22.1 \
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+alabaster==1.0.0 \
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+    --hash=sha256:a98cd7d17e9f7ce244c0803cad3c23a7d379c301ba618a5fa76a67d116618b98
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+    --hash=sha256:7b1b9c53269061403fd5f45a8de349f16e7887653328bfa0c5f2d45299ff0a8e
+arrow==1.4.0 \
+    --hash=sha256:749f0769958ebdc79c173ff0b0670d59051a535fa26e8eba02953dc19eb43205
+asgi-csrf==0.11 \
+    --hash=sha256:03ac140115f39d4295288a9adf74fdc6ae607f6ef44abee8466520458207242b
+asgiref==3.12.1 \
+    --hash=sha256:fe386d1c2bff7259ea95929266d12a8cf9a8b5a1c2598402967d8792e7a7c094
+asn1crypto==1.5.1 \
+    --hash=sha256:db4e40728b728508912cbb3d44f19ce188f218e9eba635821bb4b68564f8fd67
+ast-serialize==0.8.0 \
+    --hash=sha256:861794565b06337005c1447ef23103a3d5a627d08bdc827870d00d0b28ef5f51
+asteval==1.0.9 \
+    --hash=sha256:60513ea5d608d27bdb0cf3785dc993a6c3adeaee45f1bded0953a09e904e461f
+astroid==4.0.4 \
+    --hash=sha256:52f39653876c7dec3e3afd4c2696920e05c83832b9737afc21928f2d2eb7a753
+asttokens==3.0.2 \
+    --hash=sha256:9da13157f5b28becde0bd374fc677dcd3c290614264eff096f167c469cd9f933
+async-lru==2.3.0 \
+    --hash=sha256:eea27b01841909316f2cc739807acea1c623df2be8c5cfad7583286397bb8315
+asyncssh==2.24.0 \
+    --hash=sha256:9abd46300adcb6d4b73269b34c53cd0d17a138b9a22b5b38008ce7d5808734b7
+attrs==26.1.0 \
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+authlib==1.7.2 \
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+autopep8==2.0.4 \
+    --hash=sha256:067959ca4a07b24dbd5345efa8325f5f58da4298dab0dde0443d5ed765de80cb
+azure-core==1.41.0 \
+    --hash=sha256:522b4011e8180b1a3dcd2024396a4e7fe9ac37fb8597db47163d230b5efe892d
+azure-cosmos==4.16.1 \
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+babel==2.18.0 \
+    --hash=sha256:e2b422b277c2b9a9630c1d7903c2a00d0830c409c59ac8cae9081c92f1aeba35
+baresql==1.0.0 \
+    --hash=sha256:a24d17f46beb47c221f328f7e06710e3896c6203a8e1909788d7128f27b86f01
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+    --hash=sha256:64ee8434b0da054d830fa8e89e1c8bf30061d539044a39524ff7dec90481e5c2
+beartype==0.22.9 \
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+    --hash=sha256:d6f88de62e1d4e38ecb1077eb9724cd0eff29d2a08ca16a401e9b9e93f117cf9
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+black==26.5.1 \
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+bleach==6.4.0 \
+    --hash=sha256:4b6b6a54fff2e69a3dde9d21cc6301220bee3c3cb792187d11403fd795031081
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+bokeh==3.9.1 \
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+brotli==1.2.0 \
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+cachetools==7.1.4 \
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+certifi==2026.1.4 \
+    --hash=sha256:9943707519e4add1115f44c2bc244f782c0249876bf51b6599fee1ffbedd685c
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+charset-normalizer==3.4.7 \
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+cloudpickle==3.1.2 \
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+    --hash=sha256:096a5c31963687e99d752789382b9e8e71c0a56f9569b9760fd0de402f8b084a
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+    --hash=sha256:8ad8cc226b505ca4d272ae9a2eeba08b8a2c565fc9a04eaefc33ad49c32b51aa
+google-auth==2.56.3 \
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+    --hash=sha256:4c5e60ccaed3ed35ac2ee81e87c5bebf7280cd49b81526d872a526e97ce25f46
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diff --git a/winpython/portable/cycle_2026_04/requir.64-3_14_7_1dotb1.txt b/winpython/portable/cycle_2026_04/requir.64-3_14_7_1dotb1.txt
new file mode 100644
index 00000000..8609db63
--- /dev/null
+++ b/winpython/portable/cycle_2026_04/requir.64-3_14_7_1dotb1.txt
@@ -0,0 +1,16 @@
+build==1.5.0 \
+    --hash=sha256:13f3eecb844759ab66efec90ca17639bbf14dc06cb2fdf37a9010322d9c50a6f
+colorama==0.4.6 \
+    --hash=sha256:4f1d9991f5acc0ca119f9d443620b77f9d6b33703e51011c16baf57afb285fc6
+packaging==26.2 \
+    --hash=sha256:5fc45236b9446107ff2415ce77c807cee2862cb6fac22b8a73826d0693b0980e
+pyproject-hooks==1.2.0 \
+    --hash=sha256:9e5c6bfa8dcc30091c74b0cf803c81fdd29d94f01992a7707bc97babb1141913
+setuptools==83.0.0 \
+    --hash=sha256:29b23c360f22f414dc7336bb39178cc7bcbf6021ed2733cde173f09dba19abb3
+sqlite-bro==1.3.2 \
+    --hash=sha256:0ecda886fbd9c9536cbc7192662be0a0b7d963e9df506dcc788cf1e37e572034
+wheel==0.47.0 \
+    --hash=sha256:212281cab4dff978f6cedd499cd893e1f620791ca6ff7107cf270781e587eced
+wppm==17.12.20260816 \
+    --hash=sha256:c41a205f17dbef6b752d89ce3497a99253f1c3b927d8bc3674c04a36dcd741b0
diff --git a/winpython/portable/cycle_2026_04/requir.64-3_14_7_1dotfb1.txt b/winpython/portable/cycle_2026_04/requir.64-3_14_7_1dotfb1.txt
new file mode 100644
index 00000000..8609db63
--- /dev/null
+++ b/winpython/portable/cycle_2026_04/requir.64-3_14_7_1dotfb1.txt
@@ -0,0 +1,16 @@
+build==1.5.0 \
+    --hash=sha256:13f3eecb844759ab66efec90ca17639bbf14dc06cb2fdf37a9010322d9c50a6f
+colorama==0.4.6 \
+    --hash=sha256:4f1d9991f5acc0ca119f9d443620b77f9d6b33703e51011c16baf57afb285fc6
+packaging==26.2 \
+    --hash=sha256:5fc45236b9446107ff2415ce77c807cee2862cb6fac22b8a73826d0693b0980e
+pyproject-hooks==1.2.0 \
+    --hash=sha256:9e5c6bfa8dcc30091c74b0cf803c81fdd29d94f01992a7707bc97babb1141913
+setuptools==83.0.0 \
+    --hash=sha256:29b23c360f22f414dc7336bb39178cc7bcbf6021ed2733cde173f09dba19abb3
+sqlite-bro==1.3.2 \
+    --hash=sha256:0ecda886fbd9c9536cbc7192662be0a0b7d963e9df506dcc788cf1e37e572034
+wheel==0.47.0 \
+    --hash=sha256:212281cab4dff978f6cedd499cd893e1f620791ca6ff7107cf270781e587eced
+wppm==17.12.20260816 \
+    --hash=sha256:c41a205f17dbef6b752d89ce3497a99253f1c3b927d8bc3674c04a36dcd741b0
diff --git a/winpython/portable/cycle_2026_04/requir.64-3_14_7_1slimb1.txt b/winpython/portable/cycle_2026_04/requir.64-3_14_7_1slimb1.txt
new file mode 100644
index 00000000..093aad0c
--- /dev/null
+++ b/winpython/portable/cycle_2026_04/requir.64-3_14_7_1slimb1.txt
@@ -0,0 +1,1058 @@
+absl-py==2.5.0 \
+    --hash=sha256:0f17b89f2a4eaaedc4f28c622998aa690564b3012a396a4ffad0821007fe03ba
+adbc-driver-manager==1.11.0 \
+    --hash=sha256:830efd3f212a6360ad66c09fd95171a26a1006a51c893f72238dfb50e0f35e13
+aiofile==3.11.1 \
+    --hash=sha256:ce77d14ac07f77bc2b757834a5c129321f3f705c474593deed5ab209079a52c9
+aiofiles==25.1.0 \
+    --hash=sha256:abe311e527c862958650f9438e859c1fa7568a141b22abcd015e120e86a85695
+aiohappyeyeballs==2.7.1 \
+    --hash=sha256:9243213661e29250eb41368e5daa826fc017156c3b8a11440826b2e3ed376472
+aiohttp==3.14.3 \
+    --hash=sha256:8b3b60de05f3dcb6f6a00f818bb2ec781cee4de0645f59ccaf99b1d1823b6100
+aiosignal==1.4.0 \
+    --hash=sha256:053243f8b92b990551949e63930a839ff0cf0b0ebbe0597b0f3fb19e1a0fe82e
+aiosqlite==0.22.1 \
+    --hash=sha256:21c002eb13823fad740196c5a2e9d8e62f6243bd9e7e4a1f87fb5e44ecb4fceb
+alabaster==1.0.0 \
+    --hash=sha256:fc6786402dc3fcb2de3cabd5fe455a2db534b371124f1f21de8731783dec828b
+alembic==1.18.5 \
+    --hash=sha256:06d8ba9d04558022f5395e9317de03d270f3dced49cee01f89fe7a13c26f14bc
+altair==6.2.2 \
+    --hash=sha256:94014f8ad8617c3cb163d1137359cd6db5ba134b9b46d93cfd8b609fd245a583
+annotated-doc==0.0.5 \
+    --hash=sha256:117bac03a25ede5df5440e855b32d556049ca169ead221505badf432fed4b101
+annotated-types==0.8.0 \
+    --hash=sha256:f072f4d804ea359e4eaf198b1af7a8b0943881a87f31bb764f8bf219bb9419e0
+anthropic==0.121.0 \
+    --hash=sha256:6048713fa441e59e1cba8363171cd2a86273b25bd213e9c7ac70a523af88b011
+anyio==4.14.2 \
+    --hash=sha256:9f505dda5ac9f0c8309b5e8bd445a8c2bf7246f3ce950121e45ea15bc41d1494
+anywidget==0.11.0 \
+    --hash=sha256:c574d9acc6503ad27b37a9acea48f957a8ba7c9c9876cfcb37898931c098ce9d
+appdirs==1.4.4 \
+    --hash=sha256:a841dacd6b99318a741b166adb07e19ee71a274450e68237b4650ca1055ab128
+argcomplete==3.6.3 \
+    --hash=sha256:f5007b3a600ccac5d25bbce33089211dfd49eab4a7718da3f10e3082525a92ce
+argon2-cffi==25.1.0 \
+    --hash=sha256:fdc8b074db390fccb6eb4a3604ae7231f219aa669a2652e0f20e16ba513d5741
+argon2-cffi-bindings==25.1.0 \
+    --hash=sha256:a98cd7d17e9f7ce244c0803cad3c23a7d379c301ba618a5fa76a67d116618b98
+array-api-compat==1.15.0 \
+    --hash=sha256:7b1b9c53269061403fd5f45a8de349f16e7887653328bfa0c5f2d45299ff0a8e
+arrow==1.4.0 \
+    --hash=sha256:749f0769958ebdc79c173ff0b0670d59051a535fa26e8eba02953dc19eb43205
+asgi-csrf==0.11 \
+    --hash=sha256:03ac140115f39d4295288a9adf74fdc6ae607f6ef44abee8466520458207242b
+asgiref==3.12.1 \
+    --hash=sha256:fe386d1c2bff7259ea95929266d12a8cf9a8b5a1c2598402967d8792e7a7c094
+asn1crypto==1.5.1 \
+    --hash=sha256:db4e40728b728508912cbb3d44f19ce188f218e9eba635821bb4b68564f8fd67
+ast-serialize==0.8.0 \
+    --hash=sha256:861794565b06337005c1447ef23103a3d5a627d08bdc827870d00d0b28ef5f51
+asteval==1.0.9 \
+    --hash=sha256:60513ea5d608d27bdb0cf3785dc993a6c3adeaee45f1bded0953a09e904e461f
+astroid==4.0.4 \
+    --hash=sha256:52f39653876c7dec3e3afd4c2696920e05c83832b9737afc21928f2d2eb7a753
+asttokens==3.0.2 \
+    --hash=sha256:9da13157f5b28becde0bd374fc677dcd3c290614264eff096f167c469cd9f933
+async-lru==2.3.0 \
+    --hash=sha256:eea27b01841909316f2cc739807acea1c623df2be8c5cfad7583286397bb8315
+asyncssh==2.24.0 \
+    --hash=sha256:9abd46300adcb6d4b73269b34c53cd0d17a138b9a22b5b38008ce7d5808734b7
+attrs==26.1.0 \
+    --hash=sha256:c647aa4a12dfbad9333ca4e71fe62ddc36f4e63b2d260a37a8b83d2f043ac309
+authlib==1.7.2 \
+    --hash=sha256:3e1faedc9d87e7d56a164eca3ccb6ace0d61b94abe83e92242f8dc8bba9b4a9f
+autopep8==2.0.4 \
+    --hash=sha256:067959ca4a07b24dbd5345efa8325f5f58da4298dab0dde0443d5ed765de80cb
+azure-core==1.41.0 \
+    --hash=sha256:522b4011e8180b1a3dcd2024396a4e7fe9ac37fb8597db47163d230b5efe892d
+azure-cosmos==4.16.1 \
+    --hash=sha256:43717215ec1433c1ea0f0e3d465f9182fb5afff3ae2331e595367122297872f1
+azure-identity==1.25.3 \
+    --hash=sha256:f4d0b956a8146f30333e071374171f3cfa7bdb8073adb8c3814b65567aa7447c
+babel==2.18.0 \
+    --hash=sha256:e2b422b277c2b9a9630c1d7903c2a00d0830c409c59ac8cae9081c92f1aeba35
+baresql==1.0.0 \
+    --hash=sha256:a24d17f46beb47c221f328f7e06710e3896c6203a8e1909788d7128f27b86f01
+bcrypt==5.0.0 \
+    --hash=sha256:64ee8434b0da054d830fa8e89e1c8bf30061d539044a39524ff7dec90481e5c2
+beartype==0.22.9 \
+    --hash=sha256:d16c9bbc61ea14637596c5f6fbff2ee99cbe3573e46a716401734ef50c3060c2
+beautifulsoup4==4.15.0 \
+    --hash=sha256:d6f88de62e1d4e38ecb1077eb9724cd0eff29d2a08ca16a401e9b9e93f117cf9
+binaryornot==0.6.0 \
+    --hash=sha256:900adfd5e1b821255ba7e63139b0396b14c88b9286e74e03b6f51e0200331337
+black==26.5.1 \
+    --hash=sha256:577f21094ea469ef92ec1adaf2c9441a226d2144d01a5be2fa823cecf6543e50
+bleach==6.4.0 \
+    --hash=sha256:4b6b6a54fff2e69a3dde9d21cc6301220bee3c3cb792187d11403fd795031081
+blinker==1.9.0 \
+    --hash=sha256:ba0efaa9080b619ff2f3459d1d500c57bddea4a6b424b60a91141db6fd2f08bc
+bokeh==3.9.1 \
+    --hash=sha256:8bf2aae574509055fbd6b68f023046bebc91b0bbd631d204d0d60863b4237dbd
+branca==0.8.2 \
+    --hash=sha256:2ebaef3983e3312733c1ae2b793b0a8ba3e1c4edeb7598e10328505280cf2f7c
+brotli==1.2.0 \
+    --hash=sha256:e7c0af964e0b4e3412a0ebf341ea26ec767fa0b4cf81abb5e897c9338b5ad6a3
+build==1.5.0 \
+    --hash=sha256:13f3eecb844759ab66efec90ca17639bbf14dc06cb2fdf37a9010322d9c50a6f
+cachetools==7.1.4 \
+    --hash=sha256:323dc4127934744db5b54eb4924482d7edafbf9554e820d1531c2e08c0e4ef54
+caio==0.9.25 \
+    --hash=sha256:06c0bb02d6b929119b1cfbe1ca403c768b2013a369e2db46bfa2a5761cf82e40
+cattrs==26.1.0 \
+    --hash=sha256:d1e0804c42639494d469d08d4f26d6b9de9b8ab26b446db7b5f8c2e97f7c3096
+certifi==2026.1.4 \
+    --hash=sha256:9943707519e4add1115f44c2bc244f782c0249876bf51b6599fee1ffbedd685c
+cffi==2.1.1 \
+    --hash=sha256:3222ba5d678f80a030e6afbcc33dc1ae5cb45facabb61cee2c7016b8432fde48
+chardet==7.4.3 \
+    --hash=sha256:b95c934b9ad59e2ba8abb9be49df70d3ad1b0d95d864b9fdb7588d4fa8bd921c
+charset-normalizer==3.4.7 \
+    --hash=sha256:92a0a01ead5e668468e952e4238cccd7c537364eb7d851ab144ab6627dbbe12f
+clarabel==0.11.1 \
+    --hash=sha256:557d5148a4377ae1980b65d00605ae870a8f34f95f0f6a41e04aa6d3edf67148
+click==8.4.2 \
+    --hash=sha256:e6f9f66136c816745b9d65817da91d61d957fb16e02e4dcd0552553c5a197b76
+click-default-group==1.2.4 \
+    --hash=sha256:9b60486923720e7fc61731bdb32b617039aba820e22e1c88766b1125592eaa5f
+cloudpickle==3.1.2 \
+    --hash=sha256:9acb47f6afd73f60dc1df93bb801b472f05ff42fa6c84167d25cb206be1fbf4a
+cohere==7.0.8 \
+    --hash=sha256:a4fe9b9e148cb277ee152009d3566434b055db9d41fc7433abda78add22632ab
+colorama==0.4.6 \
+    --hash=sha256:4f1d9991f5acc0ca119f9d443620b77f9d6b33703e51011c16baf57afb285fc6
+colorcet==3.2.1 \
+    --hash=sha256:3f6fde13cef2169222dd5fe2a2bf847c02d644470fdf167ed566f6421df470f7
+colorlog==6.12.0 \
+    --hash=sha256:30d392604e9110045a2c2aeefc27d7a017abbab63f3a8aee594eac0801df784e
+comm==0.2.3 \
+    --hash=sha256:c615d91d75f7f04f095b30d1c1711babd43bdc6419c1be9886a85f2f4e489417
+contourpy==1.3.3 \
+    --hash=sha256:cf9022ef053f2694e31d630feaacb21ea24224be1c3ad0520b13d844274614fd
+cookiecutter==2.7.1 \
+    --hash=sha256:cee50defc1eaa7ad0071ee9b9893b746c1b3201b66bf4d3686d0f127c8ed6cf9
+cryptography==50.0.0 \
+    --hash=sha256:bd1c592e4d5974f0d08d4888e432157adba757c66da0246918e43677fafa2d30
+cvxopt==1.3.3 \
+    --hash=sha256:8026255a9e8c3d4bb4369765002384f160e732d2bfc395424a1a80491525a2c0
+cvxpy==1.9.2 \
+    --hash=sha256:d25f16ab7da70ac3a44b49df985f00afbe89e64c44625afd38379ca5d77f4787
+cycler==0.12.1 \
+    --hash=sha256:85cef7cff222d8644161529808465972e51340599459b8ac3ccbac5a854e0d30
+cython==3.2.9 \
+    --hash=sha256:56d95c0674c25f281c6ae8f1d17bd425d6c2818bb304ff781831bb5d00d04b0b
+cytoolz==1.1.0 \
+    --hash=sha256:472c1c9a085f5ad973ec0ad7f0b9ba0969faea6f96c9e397f6293d386f3a25ec
+dask==2026.7.1 \
+    --hash=sha256:985ffd6c5e9d7979ede515e84ae8d39b647d6aa64f77600f15714ff65f578fe6
+datasette==0.65.3 \
+    --hash=sha256:30ea57f672f8c8ee40fc212fd63d1bdc6bb94e5afd733732b19f0c84371483da
+datasette-graphql==2.2 \
+    --hash=sha256:cd9f61afdcaab1ce4ff6775296e6ece99305bf05cbfae4c1c938a6c9e60cd485
+datashader==0.19.1 \
+    --hash=sha256:7ce7154ff3ed070607f429355f57002fee5a17964e47c0b6447eeafe8cef9c82
+deap==1.4.4 \
+    --hash=sha256:06c2fcf2e9f870da035c1372c9156ee817c2c31659ee70aae2dcc0849d2c8c49
+debugpy==1.8.21 \
+    --hash=sha256:fe0744a12353406de0ae8ccff0d0a4a666f00801a3db8fd04e7a5f761cd520e8
+decorator==5.3.1 \
+    --hash=sha256:f47fe6fdbd2edd623ecfe36875d37aba411624e2670dd395dddae1358689bb3c
+defusedxml==0.7.1 \
+    --hash=sha256:a352e7e428770286cc899e2542b6cdaedb2b4953ff269a210103ec58f6198a61
+diff-match-patch==20241021 \
+    --hash=sha256:93cea333fb8b2bc0d181b0de5e16df50dd344ce64828226bda07728818936782
+dill==0.4.1 \
+    --hash=sha256:1e1ce33e978ae97fcfcff5638477032b801c46c7c65cf717f95fbc2248f79a9d
+distro==1.9.0 \
+    --hash=sha256:7bffd925d65168f85027d8da9af6bddab658135b840670a223589bc0c8ef02b2
+dnspython==2.8.0 \
+    --hash=sha256:01d9bbc4a2d76bf0db7c1f729812ded6d912bd318d3b1cf81d30c0f845dbf3af
+docstring-parser==0.18.0 \
+    --hash=sha256:b3fcbed555c47d8479be0796ef7e19c2670d428d72e96da63f3a40122860374b
+docstring-to-markdown==0.17 \
+    --hash=sha256:fd7d5094aa83943bf5f9e1a13701866b7c452eac19765380dead666e36d3711c
+docutils==0.22.4 \
+    --hash=sha256:d0013f540772d1420576855455d050a2180186c91c15779301ac2ccb3eeb68de
+duckdb==1.5.5 \
+    --hash=sha256:9dc826c4b50e64f6c4e4d07a3a9cb075ef70ba3899dc43ec5493dc3d7b04b353
+email-validator==2.3.0 \
+    --hash=sha256:80f13f623413e6b197ae73bb10bf4eb0908faf509ad8362c5edeb0be7fd450b4
+entrypoints==0.4 \
+    --hash=sha256:f174b5ff827504fd3cd97cc3f8649f3693f51538c7e4bdf3ef002c8429d42f9f
+et-xmlfile==2.0.0 \
+    --hash=sha256:7a91720bc756843502c3b7504c77b8fe44217c85c537d85037f0f536151b2caa
+exceptiongroup==1.3.1 \
+    --hash=sha256:a7a39a3bd276781e98394987d3a5701d0c4edffb633bb7a5144577f82c773598
+executing==2.2.1 \
+    --hash=sha256:760643d3452b4d777d295bb167ccc74c64a81df23fb5e08eff250c425a4b2017
+faker==40.28.1 \
+    --hash=sha256:e8d3f5c469100a553d246dce7937c291308068a5ec6c9c3a228d7878b50720be
+fasta2a==0.6.1 \
+    --hash=sha256:1b5369ee1b62405eebafa6d71c57c9e40a1a3f0dcbae5ec3aa6ee450361028dd
+fastapi==0.141.1 \
+    --hash=sha256:bfb91aa2d334c61cb35ba9a116fc123b3d3df31640b801cf57a7a78ec3f603b3
+fastavro==1.12.2 \
+    --hash=sha256:a475418f71c5aed69899813ecccf392429c08c3a63df3030129db71760b0db8f
+fastjsonschema==2.21.2 \
+    --hash=sha256:1c797122d0a86c5cace2e54bf4e819c36223b552017172f32c5c024a6b77e463
+fastmcp-slim==3.4.7 \
+    --hash=sha256:6c931a0089705f3f2935428ef9b2bc74ad94140adc64aab84d116d103e694b3a
+filelock==3.32.2 \
+    --hash=sha256:87dd94cf281e586d135fa51132b8e3d9a598b316e90377a288663c9321036c82
+flake8==7.1.1 \
+    --hash=sha256:597477df7860daa5aa0fdd84bf5208a043ab96b8e96ab708770ae0364dd03213
+flask==3.1.3 \
+    --hash=sha256:f4bcbefc124291925f1a26446da31a5178f9483862233b23c0c96a20701f670c
+flatbuffers==25.12.19 \
+    --hash=sha256:7634f50c427838bb021c2d66a3d1168e9d199b0607e6329399f04846d42e20b4
+flexcache==0.3 \
+    --hash=sha256:d43c9fea82336af6e0115e308d9d33a185390b8346a017564611f1466dcd2e32
+flexparser==0.4 \
+    --hash=sha256:3738b456192dcb3e15620f324c447721023c0293f6af9955b481e91d00179846
+flit==3.12.0 \
+    --hash=sha256:2b4e7171dc22881fa6adc2dbf083e5ecc72520be3cd7587d2a803da94d6ef431
+flit-core==3.12.0 \
+    --hash=sha256:e7a0304069ea895172e3c7bb703292e992c5d1555dd1233ab7b5621b5b69e62c
+folium==0.20.0 \
+    --hash=sha256:f0bc2a92acde20bca56367aa5c1c376c433f450608d058daebab2fc9bf8198bf
+fonttools==4.63.0 \
+    --hash=sha256:7d782fac32985914c351556f68ac0855391572bcd87de50e05970d3cd4c96fc5
+foundry-local-sdk==0.5.1 \
+    --hash=sha256:f3639a3666bc3a94410004a91671338910ac2e1b8094b1587cc4db0f4a7df07e
+fqdn==1.5.1 \
+    --hash=sha256:3a179af3761e4df6eb2e026ff9e1a3033d3587bf980a0b1b2e1e5d08d7358014
+frozenlist==1.8.0 \
+    --hash=sha256:3e0761f4d1a44f1d1a47996511752cf3dcec5bbdd9cc2b4fe595caf97754b7a0
+fsspec==2026.7.0 \
+    --hash=sha256:b57ddbafedfaef7018c1ecab32aa200a9d7ca26b77965f64e48b70061249d279
+fuzzywuzzy==0.18.0 \
+    --hash=sha256:928244b28db720d1e0ee7587acf660ea49d7e4c632569cad4f1cd7e68a5f0993
+genai-prices==0.0.60 \
+    --hash=sha256:096a5c31963687e99d752789382b9e8e71c0a56f9569b9760fd0de402f8b084a
+geographiclib==2.1 \
+    --hash=sha256:e2a873b9b9e7fc38721ad73d5f4e6c9ed140d428a339970f505c07056997d40b
+geopy==2.4.1 \
+    --hash=sha256:ae8b4bc5c1131820f4d75fce9d4aaaca0c85189b3aa5d64c3dcaf5e3b7b882a7
+gitdb==4.0.12 \
+    --hash=sha256:67073e15955400952c6565cc3e707c554a4eea2e428946f7a4c162fab9bd9bcf
+gitpython==3.1.59 \
+    --hash=sha256:67a82f537384578643624c8b2c531938a9b82be431663e575dcf638526631d4c
+google-auth==2.56.3 \
+    --hash=sha256:8ec438808f813ad034535000261eed1067475d229d05bbf4216e78c3f2362e53
+google-genai==2.18.0 \
+    --hash=sha256:4c5e60ccaed3ed35ac2ee81e87c5bebf7280cd49b81526d872a526e97ce25f46
+graphene==3.4.3 \
+    --hash=sha256:820db6289754c181007a150db1f7fff544b94142b556d12e3ebc777a7bf36c71
+graphql-core==3.2.11 \
+    --hash=sha256:0b3e35ff41e9adba53021ab0cef475eb18f57c7f53f0f2ca55567fbf3c537ea0
+graphql-relay==3.2.0 \
+    --hash=sha256:c9b22bd28b170ba1fe674c74384a8ff30a76c8e26f88ac3aa1584dd3179953e5
+greenlet==3.5.5 \
+    --hash=sha256:7dffc5c859fe6059974df1e37d7923d654a83e2ae18fdd616994270e001115e1
+griffelib==2.1.0 \
+    --hash=sha256:cc7b3d2d2865ad0b909fcc38086e3f554b5ea7acbaa7bbb7ecaa3f5dfb7d9f00
+groq==1.6.0 \
+    --hash=sha256:fa16db582455db324adcff1b5908519474736872e28cd5c8fa2b8bef6860e12a
+guidata==3.14.4 \
+    --hash=sha256:7ff307ae457582aa59e680a1b8a3edd21d6f9bdb971eabe69498e83d9bae90f9
+h11==0.16.0 \
+    --hash=sha256:63cf8bbe7522de3bf65932fda1d9c2772064ffb3dae62d55932da54b31cb6c86
+h2==4.4.1 \
+    --hash=sha256:0e25f1462b23c9cb82d9eb02e28bc706dac2a68cb457c6a0d74d63c8a2a5d0e6
+h5py==3.16.0 \
+    --hash=sha256:fa48993a0b799737ba7fd21e2350fa0a60701e58180fae9f2de834bc39a147ab
+hatchling==1.32.0 \
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+hf-xet==1.6.0 \
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+zipp==4.1.0 \
+    --hash=sha256:25ad4e16390cd314347dd8f1de67a2ac538ae658ed4ab9db16029c07c188e97f
+zstandard==0.25.0 \
+    --hash=sha256:c19bcdd826e95671065f8692b5a4aa95c52dc7a02a4c5a0cac46deb879a017a2
diff --git a/winpython/portable/cycle_2026_04/requir.64-3_14_7_1slimfb1.txt b/winpython/portable/cycle_2026_04/requir.64-3_14_7_1slimfb1.txt
new file mode 100644
index 00000000..a0664bd6
--- /dev/null
+++ b/winpython/portable/cycle_2026_04/requir.64-3_14_7_1slimfb1.txt
@@ -0,0 +1,944 @@
+absl-py==2.5.0 \
+    --hash=sha256:0f17b89f2a4eaaedc4f28c622998aa690564b3012a396a4ffad0821007fe03ba
+adbc-driver-manager==1.11.0 \
+    --hash=sha256:b853e613c6c8afbe7a3fcea0098c88b935a4d1e1b046813aed1fe7363c7b8fc7
+aiofiles==25.1.0 \
+    --hash=sha256:abe311e527c862958650f9438e859c1fa7568a141b22abcd015e120e86a85695
+aiohappyeyeballs==2.7.1 \
+    --hash=sha256:9243213661e29250eb41368e5daa826fc017156c3b8a11440826b2e3ed376472
+aiohttp==3.14.3 \
+    --hash=sha256:b20032766aedf6261c7a566585a40867d092ac03a0d81592d5370ef9b054f99b
+aiosignal==1.4.0 \
+    --hash=sha256:053243f8b92b990551949e63930a839ff0cf0b0ebbe0597b0f3fb19e1a0fe82e
+aiosqlite==0.22.1 \
+    --hash=sha256:21c002eb13823fad740196c5a2e9d8e62f6243bd9e7e4a1f87fb5e44ecb4fceb
+alabaster==1.0.0 \
+    --hash=sha256:fc6786402dc3fcb2de3cabd5fe455a2db534b371124f1f21de8731783dec828b
+alembic==1.18.5 \
+    --hash=sha256:06d8ba9d04558022f5395e9317de03d270f3dced49cee01f89fe7a13c26f14bc
+altair==6.2.2 \
+    --hash=sha256:94014f8ad8617c3cb163d1137359cd6db5ba134b9b46d93cfd8b609fd245a583
+annotated-doc==0.0.5 \
+    --hash=sha256:117bac03a25ede5df5440e855b32d556049ca169ead221505badf432fed4b101
+annotated-types==0.8.0 \
+    --hash=sha256:f072f4d804ea359e4eaf198b1af7a8b0943881a87f31bb764f8bf219bb9419e0
+anthropic==0.121.0 \
+    --hash=sha256:6048713fa441e59e1cba8363171cd2a86273b25bd213e9c7ac70a523af88b011
+anyio==4.14.2 \
+    --hash=sha256:9f505dda5ac9f0c8309b5e8bd445a8c2bf7246f3ce950121e45ea15bc41d1494
+anywidget==0.11.0 \
+    --hash=sha256:c574d9acc6503ad27b37a9acea48f957a8ba7c9c9876cfcb37898931c098ce9d
+appdirs==1.4.4 \
+    --hash=sha256:a841dacd6b99318a741b166adb07e19ee71a274450e68237b4650ca1055ab128
+argcomplete==3.6.3 \
+    --hash=sha256:f5007b3a600ccac5d25bbce33089211dfd49eab4a7718da3f10e3082525a92ce
+argon2-cffi==25.1.0 \
+    --hash=sha256:fdc8b074db390fccb6eb4a3604ae7231f219aa669a2652e0f20e16ba513d5741
+argon2-cffi-bindings==25.1.0 \
+    --hash=sha256:b55aec3565b65f56455eebc9b9f34130440404f27fe21c3b375bf1ea4d8fbae6
+array-api-compat==1.15.0 \
+    --hash=sha256:7b1b9c53269061403fd5f45a8de349f16e7887653328bfa0c5f2d45299ff0a8e
+arrow==1.4.0 \
+    --hash=sha256:749f0769958ebdc79c173ff0b0670d59051a535fa26e8eba02953dc19eb43205
+asgi-csrf==0.11 \
+    --hash=sha256:03ac140115f39d4295288a9adf74fdc6ae607f6ef44abee8466520458207242b
+asgiref==3.12.1 \
+    --hash=sha256:fe386d1c2bff7259ea95929266d12a8cf9a8b5a1c2598402967d8792e7a7c094
+asn1crypto==1.5.1 \
+    --hash=sha256:db4e40728b728508912cbb3d44f19ce188f218e9eba635821bb4b68564f8fd67
+ast-serialize==0.8.0 \
+    --hash=sha256:d8b3c8eee4c1baef9d4e84d2a59a805501617127be42615cb48970b15b0892b6
+asteval==1.0.9 \
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+astroid==4.0.4 \
+    --hash=sha256:52f39653876c7dec3e3afd4c2696920e05c83832b9737afc21928f2d2eb7a753
+asttokens==3.0.2 \
+    --hash=sha256:9da13157f5b28becde0bd374fc677dcd3c290614264eff096f167c469cd9f933
+async-lru==2.3.0 \
+    --hash=sha256:eea27b01841909316f2cc739807acea1c623df2be8c5cfad7583286397bb8315
+asyncssh==2.24.0 \
+    --hash=sha256:9abd46300adcb6d4b73269b34c53cd0d17a138b9a22b5b38008ce7d5808734b7
+attrs==26.1.0 \
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+autopep8==2.0.4 \
+    --hash=sha256:067959ca4a07b24dbd5345efa8325f5f58da4298dab0dde0443d5ed765de80cb
+azure-core==1.41.0 \
+    --hash=sha256:522b4011e8180b1a3dcd2024396a4e7fe9ac37fb8597db47163d230b5efe892d
+azure-cosmos==4.16.1 \
+    --hash=sha256:43717215ec1433c1ea0f0e3d465f9182fb5afff3ae2331e595367122297872f1
+azure-identity==1.25.3 \
+    --hash=sha256:f4d0b956a8146f30333e071374171f3cfa7bdb8073adb8c3814b65567aa7447c
+babel==2.18.0 \
+    --hash=sha256:e2b422b277c2b9a9630c1d7903c2a00d0830c409c59ac8cae9081c92f1aeba35
+baresql==1.0.0 \
+    --hash=sha256:a24d17f46beb47c221f328f7e06710e3896c6203a8e1909788d7128f27b86f01
+bcrypt==5.0.0 \
+    --hash=sha256:92864f54fb48b4c718fc92a32825d0e42265a627f956bc0361fe869f1adc3e7d
+beautifulsoup4==4.15.0 \
+    --hash=sha256:d6f88de62e1d4e38ecb1077eb9724cd0eff29d2a08ca16a401e9b9e93f117cf9
+binaryornot==0.6.0 \
+    --hash=sha256:900adfd5e1b821255ba7e63139b0396b14c88b9286e74e03b6f51e0200331337
+black==26.5.1 \
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+bleach==6.4.0 \
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+    --hash=sha256:ba0efaa9080b619ff2f3459d1d500c57bddea4a6b424b60a91141db6fd2f08bc
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+branca==0.8.2 \
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+build==1.5.0 \
+    --hash=sha256:13f3eecb844759ab66efec90ca17639bbf14dc06cb2fdf37a9010322d9c50a6f
+cachetools==7.1.4 \
+    --hash=sha256:323dc4127934744db5b54eb4924482d7edafbf9554e820d1531c2e08c0e4ef54
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+    --hash=sha256:d1e0804c42639494d469d08d4f26d6b9de9b8ab26b446db7b5f8c2e97f7c3096
+certifi==2026.1.4 \
+    --hash=sha256:9943707519e4add1115f44c2bc244f782c0249876bf51b6599fee1ffbedd685c
+cffi==2.1.1 \
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+charset-normalizer==3.4.7 \
+    --hash=sha256:03853ed82eeebbce3c2abfdbc98c96dc205f32a79627688ac9a27370ea61a49c
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+cloudpickle==3.1.2 \
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+    --hash=sha256:85cef7cff222d8644161529808465972e51340599459b8ac3ccbac5a854e0d30
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+defusedxml==0.7.1 \
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+diff-match-patch==20241021 \
+    --hash=sha256:93cea333fb8b2bc0d181b0de5e16df50dd344ce64828226bda07728818936782
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+    --hash=sha256:fd7d5094aa83943bf5f9e1a13701866b7c452eac19765380dead666e36d3711c
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+google-auth==2.56.3 \
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diff --git a/winpython/portable/cycle_2026_04/requir.64-3_14_8_0dotb2.txt b/winpython/portable/cycle_2026_04/requir.64-3_14_8_0dotb2.txt
new file mode 100644
index 00000000..5514f7a5
--- /dev/null
+++ b/winpython/portable/cycle_2026_04/requir.64-3_14_8_0dotb2.txt
@@ -0,0 +1,16 @@
+build==1.5.0 \
+    --hash=sha256:13f3eecb844759ab66efec90ca17639bbf14dc06cb2fdf37a9010322d9c50a6f
+colorama==0.4.6 \
+    --hash=sha256:4f1d9991f5acc0ca119f9d443620b77f9d6b33703e51011c16baf57afb285fc6
+packaging==26.2 \
+    --hash=sha256:5fc45236b9446107ff2415ce77c807cee2862cb6fac22b8a73826d0693b0980e
+pyproject-hooks==1.2.0 \
+    --hash=sha256:9e5c6bfa8dcc30091c74b0cf803c81fdd29d94f01992a7707bc97babb1141913
+setuptools==83.0.0 \
+    --hash=sha256:29b23c360f22f414dc7336bb39178cc7bcbf6021ed2733cde173f09dba19abb3
+sqlite-bro==1.3.2 \
+    --hash=sha256:0ecda886fbd9c9536cbc7192662be0a0b7d963e9df506dcc788cf1e37e572034
+wheel==0.47.0 \
+    --hash=sha256:212281cab4dff978f6cedd499cd893e1f620791ca6ff7107cf270781e587eced
+wppm==17.13.20260913 \
+    --hash=sha256:86efc07a0c3c0ba9ca90d2f4b9dc6ffef0a258662b52f731b38655d871df76ca
diff --git a/winpython/portable/cycle_2026_04/requir.64-3_14_8_0dotb3.txt b/winpython/portable/cycle_2026_04/requir.64-3_14_8_0dotb3.txt
new file mode 100644
index 00000000..72c43e0a
--- /dev/null
+++ b/winpython/portable/cycle_2026_04/requir.64-3_14_8_0dotb3.txt
@@ -0,0 +1,16 @@
+build==1.5.0 \
+    --hash=sha256:13f3eecb844759ab66efec90ca17639bbf14dc06cb2fdf37a9010322d9c50a6f
+colorama==0.4.6 \
+    --hash=sha256:4f1d9991f5acc0ca119f9d443620b77f9d6b33703e51011c16baf57afb285fc6
+packaging==26.2 \
+    --hash=sha256:5fc45236b9446107ff2415ce77c807cee2862cb6fac22b8a73826d0693b0980e
+pyproject-hooks==1.2.0 \
+    --hash=sha256:9e5c6bfa8dcc30091c74b0cf803c81fdd29d94f01992a7707bc97babb1141913
+setuptools==83.0.0 \
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+sqlite-bro==1.3.2 \
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+wheel==0.48.0 \
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+wppm==17.13.20260913 \
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diff --git a/winpython/portable/cycle_2026_04/requir.64-3_14_8_0dotfb2.txt b/winpython/portable/cycle_2026_04/requir.64-3_14_8_0dotfb2.txt
new file mode 100644
index 00000000..5514f7a5
--- /dev/null
+++ b/winpython/portable/cycle_2026_04/requir.64-3_14_8_0dotfb2.txt
@@ -0,0 +1,16 @@
+build==1.5.0 \
+    --hash=sha256:13f3eecb844759ab66efec90ca17639bbf14dc06cb2fdf37a9010322d9c50a6f
+colorama==0.4.6 \
+    --hash=sha256:4f1d9991f5acc0ca119f9d443620b77f9d6b33703e51011c16baf57afb285fc6
+packaging==26.2 \
+    --hash=sha256:5fc45236b9446107ff2415ce77c807cee2862cb6fac22b8a73826d0693b0980e
+pyproject-hooks==1.2.0 \
+    --hash=sha256:9e5c6bfa8dcc30091c74b0cf803c81fdd29d94f01992a7707bc97babb1141913
+setuptools==83.0.0 \
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+sqlite-bro==1.3.2 \
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+wheel==0.47.0 \
+    --hash=sha256:212281cab4dff978f6cedd499cd893e1f620791ca6ff7107cf270781e587eced
+wppm==17.13.20260913 \
+    --hash=sha256:86efc07a0c3c0ba9ca90d2f4b9dc6ffef0a258662b52f731b38655d871df76ca
diff --git a/winpython/portable/cycle_2026_04/requir.64-3_14_8_0dotfb3.txt b/winpython/portable/cycle_2026_04/requir.64-3_14_8_0dotfb3.txt
new file mode 100644
index 00000000..72c43e0a
--- /dev/null
+++ b/winpython/portable/cycle_2026_04/requir.64-3_14_8_0dotfb3.txt
@@ -0,0 +1,16 @@
+build==1.5.0 \
+    --hash=sha256:13f3eecb844759ab66efec90ca17639bbf14dc06cb2fdf37a9010322d9c50a6f
+colorama==0.4.6 \
+    --hash=sha256:4f1d9991f5acc0ca119f9d443620b77f9d6b33703e51011c16baf57afb285fc6
+packaging==26.2 \
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+pyproject-hooks==1.2.0 \
+    --hash=sha256:9e5c6bfa8dcc30091c74b0cf803c81fdd29d94f01992a7707bc97babb1141913
+setuptools==83.0.0 \
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+sqlite-bro==1.3.2 \
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+wheel==0.48.0 \
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+wppm==17.13.20260913 \
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diff --git a/winpython/portable/cycle_2026_04/requir.64-3_14_8_0slimb2.txt b/winpython/portable/cycle_2026_04/requir.64-3_14_8_0slimb2.txt
new file mode 100644
index 00000000..56b9cedc
--- /dev/null
+++ b/winpython/portable/cycle_2026_04/requir.64-3_14_8_0slimb2.txt
@@ -0,0 +1,1058 @@
+absl-py==2.5.0 \
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+    --hash=sha256:fc6786402dc3fcb2de3cabd5fe455a2db534b371124f1f21de8731783dec828b
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diff --git a/winpython/portable/cycle_2026_04/requir.64-3_14_8_0slimb3.txt b/winpython/portable/cycle_2026_04/requir.64-3_14_8_0slimb3.txt
new file mode 100644
index 00000000..bb507fec
--- /dev/null
+++ b/winpython/portable/cycle_2026_04/requir.64-3_14_8_0slimb3.txt
@@ -0,0 +1,1052 @@
+absl-py==2.5.0 \
+    --hash=sha256:0f17b89f2a4eaaedc4f28c622998aa690564b3012a396a4ffad0821007fe03ba
+adbc-driver-manager==1.12.0 \
+    --hash=sha256:57f5101fb2a853b1ffb81ff807b5e29a51ba14c64032eb0038b8dfd433b6d533
+aiofile==3.12.3 \
+    --hash=sha256:5c1bcc9e929c50834608e8cc1a4cc1d7503eb60c15a535b779fd39e2f372c017
+aiofiles==25.1.0 \
+    --hash=sha256:abe311e527c862958650f9438e859c1fa7568a141b22abcd015e120e86a85695
+aiohappyeyeballs==2.7.1 \
+    --hash=sha256:9243213661e29250eb41368e5daa826fc017156c3b8a11440826b2e3ed376472
+aiohttp==3.14.3 \
+    --hash=sha256:8b3b60de05f3dcb6f6a00f818bb2ec781cee4de0645f59ccaf99b1d1823b6100
+aiosignal==1.4.0 \
+    --hash=sha256:053243f8b92b990551949e63930a839ff0cf0b0ebbe0597b0f3fb19e1a0fe82e
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+alabaster==1.0.0 \
+    --hash=sha256:fc6786402dc3fcb2de3cabd5fe455a2db534b371124f1f21de8731783dec828b
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+altair==6.2.2 \
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+annotated-doc==0.0.5 \
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+anywidget==0.11.0 \
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+argcomplete==3.7.2 \
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+    --hash=sha256:a98cd7d17e9f7ce244c0803cad3c23a7d379c301ba618a5fa76a67d116618b98
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+asn1crypto==1.5.1 \
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+attrs==26.1.0 \
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+autopep8==2.0.4 \
+    --hash=sha256:067959ca4a07b24dbd5345efa8325f5f58da4298dab0dde0443d5ed765de80cb
+azure-core==1.41.0 \
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+certifi==2026.1.4 \
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diff --git a/winpython/portable/cycle_2026_04/requir.64-3_14_8_0slimfb2.txt b/winpython/portable/cycle_2026_04/requir.64-3_14_8_0slimfb2.txt
new file mode 100644
index 00000000..0cc5a1c2
--- /dev/null
+++ b/winpython/portable/cycle_2026_04/requir.64-3_14_8_0slimfb2.txt
@@ -0,0 +1,944 @@
+absl-py==2.5.0 \
+    --hash=sha256:0f17b89f2a4eaaedc4f28c622998aa690564b3012a396a4ffad0821007fe03ba
+adbc-driver-manager==1.12.0 \
+    --hash=sha256:cfa08f8c7c63e3fa92eb4e26ef4d8a9520cf92a39281cd011821f6f16a963080
+aiofiles==25.1.0 \
+    --hash=sha256:abe311e527c862958650f9438e859c1fa7568a141b22abcd015e120e86a85695
+aiohappyeyeballs==2.7.1 \
+    --hash=sha256:9243213661e29250eb41368e5daa826fc017156c3b8a11440826b2e3ed376472
+aiohttp==3.14.3 \
+    --hash=sha256:b20032766aedf6261c7a566585a40867d092ac03a0d81592d5370ef9b054f99b
+aiosignal==1.4.0 \
+    --hash=sha256:053243f8b92b990551949e63930a839ff0cf0b0ebbe0597b0f3fb19e1a0fe82e
+aiosqlite==0.22.1 \
+    --hash=sha256:21c002eb13823fad740196c5a2e9d8e62f6243bd9e7e4a1f87fb5e44ecb4fceb
+alabaster==1.0.0 \
+    --hash=sha256:fc6786402dc3fcb2de3cabd5fe455a2db534b371124f1f21de8731783dec828b
+alembic==1.18.5 \
+    --hash=sha256:06d8ba9d04558022f5395e9317de03d270f3dced49cee01f89fe7a13c26f14bc
+altair==6.2.2 \
+    --hash=sha256:94014f8ad8617c3cb163d1137359cd6db5ba134b9b46d93cfd8b609fd245a583
+annotated-doc==0.0.5 \
+    --hash=sha256:117bac03a25ede5df5440e855b32d556049ca169ead221505badf432fed4b101
+annotated-types==0.8.0 \
+    --hash=sha256:f072f4d804ea359e4eaf198b1af7a8b0943881a87f31bb764f8bf219bb9419e0
+anthropic==0.121.0 \
+    --hash=sha256:6048713fa441e59e1cba8363171cd2a86273b25bd213e9c7ac70a523af88b011
+anyio==4.14.2 \
+    --hash=sha256:9f505dda5ac9f0c8309b5e8bd445a8c2bf7246f3ce950121e45ea15bc41d1494
+anywidget==0.11.0 \
+    --hash=sha256:c574d9acc6503ad27b37a9acea48f957a8ba7c9c9876cfcb37898931c098ce9d
+appdirs==1.4.4 \
+    --hash=sha256:a841dacd6b99318a741b166adb07e19ee71a274450e68237b4650ca1055ab128
+argcomplete==3.7.2 \
+    --hash=sha256:6029205678bdd9c1c728a155f5f9ecf5812393f969eef58807641a2bc2aa5b19
+argon2-cffi==25.1.0 \
+    --hash=sha256:fdc8b074db390fccb6eb4a3604ae7231f219aa669a2652e0f20e16ba513d5741
+argon2-cffi-bindings==25.1.0 \
+    --hash=sha256:b55aec3565b65f56455eebc9b9f34130440404f27fe21c3b375bf1ea4d8fbae6
+array-api-compat==1.15.0 \
+    --hash=sha256:7b1b9c53269061403fd5f45a8de349f16e7887653328bfa0c5f2d45299ff0a8e
+arrow==1.4.0 \
+    --hash=sha256:749f0769958ebdc79c173ff0b0670d59051a535fa26e8eba02953dc19eb43205
+asgi-csrf==0.11 \
+    --hash=sha256:03ac140115f39d4295288a9adf74fdc6ae607f6ef44abee8466520458207242b
+asgiref==3.12.1 \
+    --hash=sha256:fe386d1c2bff7259ea95929266d12a8cf9a8b5a1c2598402967d8792e7a7c094
+asn1crypto==1.5.1 \
+    --hash=sha256:db4e40728b728508912cbb3d44f19ce188f218e9eba635821bb4b68564f8fd67
+ast-serialize==0.8.0 \
+    --hash=sha256:d8b3c8eee4c1baef9d4e84d2a59a805501617127be42615cb48970b15b0892b6
+asteval==1.0.9 \
+    --hash=sha256:60513ea5d608d27bdb0cf3785dc993a6c3adeaee45f1bded0953a09e904e461f
+astroid==4.0.4 \
+    --hash=sha256:52f39653876c7dec3e3afd4c2696920e05c83832b9737afc21928f2d2eb7a753
+asttokens==3.0.2 \
+    --hash=sha256:9da13157f5b28becde0bd374fc677dcd3c290614264eff096f167c469cd9f933
+async-lru==2.3.0 \
+    --hash=sha256:eea27b01841909316f2cc739807acea1c623df2be8c5cfad7583286397bb8315
+asyncssh==2.24.0 \
+    --hash=sha256:9abd46300adcb6d4b73269b34c53cd0d17a138b9a22b5b38008ce7d5808734b7
+attrs==26.1.0 \
+    --hash=sha256:c647aa4a12dfbad9333ca4e71fe62ddc36f4e63b2d260a37a8b83d2f043ac309
+autopep8==2.0.4 \
+    --hash=sha256:067959ca4a07b24dbd5345efa8325f5f58da4298dab0dde0443d5ed765de80cb
+azure-core==1.41.0 \
+    --hash=sha256:522b4011e8180b1a3dcd2024396a4e7fe9ac37fb8597db47163d230b5efe892d
+azure-cosmos==4.16.1 \
+    --hash=sha256:43717215ec1433c1ea0f0e3d465f9182fb5afff3ae2331e595367122297872f1
+azure-identity==1.25.3 \
+    --hash=sha256:f4d0b956a8146f30333e071374171f3cfa7bdb8073adb8c3814b65567aa7447c
+babel==2.18.0 \
+    --hash=sha256:e2b422b277c2b9a9630c1d7903c2a00d0830c409c59ac8cae9081c92f1aeba35
+baresql==1.0.0 \
+    --hash=sha256:a24d17f46beb47c221f328f7e06710e3896c6203a8e1909788d7128f27b86f01
+bcrypt==5.0.0 \
+    --hash=sha256:92864f54fb48b4c718fc92a32825d0e42265a627f956bc0361fe869f1adc3e7d
+beautifulsoup4==4.15.0 \
+    --hash=sha256:d6f88de62e1d4e38ecb1077eb9724cd0eff29d2a08ca16a401e9b9e93f117cf9
+binaryornot==0.6.0 \
+    --hash=sha256:900adfd5e1b821255ba7e63139b0396b14c88b9286e74e03b6f51e0200331337
+black==26.5.1 \
+    --hash=sha256:4ed7f7da04046d2e488437170797d3b4a4ad83906683bcb7dfc68b673bbce5e2
+bleach==6.4.0 \
+    --hash=sha256:4b6b6a54fff2e69a3dde9d21cc6301220bee3c3cb792187d11403fd795031081
+blinker==1.9.0 \
+    --hash=sha256:ba0efaa9080b619ff2f3459d1d500c57bddea4a6b424b60a91141db6fd2f08bc
+bokeh==3.9.1 \
+    --hash=sha256:8bf2aae574509055fbd6b68f023046bebc91b0bbd631d204d0d60863b4237dbd
+branca==0.8.2 \
+    --hash=sha256:2ebaef3983e3312733c1ae2b793b0a8ba3e1c4edeb7598e10328505280cf2f7c
+build==1.5.0 \
+    --hash=sha256:13f3eecb844759ab66efec90ca17639bbf14dc06cb2fdf37a9010322d9c50a6f
+cachetools==7.1.4 \
+    --hash=sha256:323dc4127934744db5b54eb4924482d7edafbf9554e820d1531c2e08c0e4ef54
+cattrs==26.1.0 \
+    --hash=sha256:d1e0804c42639494d469d08d4f26d6b9de9b8ab26b446db7b5f8c2e97f7c3096
+certifi==2026.1.4 \
+    --hash=sha256:9943707519e4add1115f44c2bc244f782c0249876bf51b6599fee1ffbedd685c
+cffi==2.1.1 \
+    --hash=sha256:616f097f2fe415bc92a247f02e11f634e1f9e9a83d327e3c915c15089c87869e
+charset-normalizer==3.4.7 \
+    --hash=sha256:03853ed82eeebbce3c2abfdbc98c96dc205f32a79627688ac9a27370ea61a49c
+click==8.4.2 \
+    --hash=sha256:e6f9f66136c816745b9d65817da91d61d957fb16e02e4dcd0552553c5a197b76
+click-default-group==1.2.4 \
+    --hash=sha256:9b60486923720e7fc61731bdb32b617039aba820e22e1c88766b1125592eaa5f
+cloudpickle==3.1.2 \
+    --hash=sha256:9acb47f6afd73f60dc1df93bb801b472f05ff42fa6c84167d25cb206be1fbf4a
+colorama==0.4.6 \
+    --hash=sha256:4f1d9991f5acc0ca119f9d443620b77f9d6b33703e51011c16baf57afb285fc6
+colorcet==3.2.1 \
+    --hash=sha256:3f6fde13cef2169222dd5fe2a2bf847c02d644470fdf167ed566f6421df470f7
+colorlog==6.12.0 \
+    --hash=sha256:30d392604e9110045a2c2aeefc27d7a017abbab63f3a8aee594eac0801df784e
+comm==0.2.3 \
+    --hash=sha256:c615d91d75f7f04f095b30d1c1711babd43bdc6419c1be9886a85f2f4e489417
+contourpy==1.3.3 \
+    --hash=sha256:13b68d6a62db8eafaebb8039218921399baf6e47bf85006fd8529f2a08ef33fc
+cookiecutter==2.7.1 \
+    --hash=sha256:cee50defc1eaa7ad0071ee9b9893b746c1b3201b66bf4d3686d0f127c8ed6cf9
+cryptography==50.0.0 \
+    --hash=sha256:12b9c6996425c76ea6c457ace4f3073e715b8c545add07cd1a8f3a4f90691269
+cycler==0.12.1 \
+    --hash=sha256:85cef7cff222d8644161529808465972e51340599459b8ac3ccbac5a854e0d30
+cython==3.2.9 \
+    --hash=sha256:a2b0e87f6b80790c929308ca0831d686f7a180feab684fe8cd4a4380bd96aaca
+cytoolz==1.1.0 \
+    --hash=sha256:56e5afb69eb6e1b3ffc34716ee5f92ffbdb5cb003b3a5ca4d4b0fe700e217162
+dask==2026.7.1 \
+    --hash=sha256:985ffd6c5e9d7979ede515e84ae8d39b647d6aa64f77600f15714ff65f578fe6
+datasette==0.65.5 \
+    --hash=sha256:ca5faf528d4c1acc22e78b0274257435683ae6c75cf275939f2b92a10e498dbb
+datasette-graphql==2.2 \
+    --hash=sha256:cd9f61afdcaab1ce4ff6775296e6ece99305bf05cbfae4c1c938a6c9e60cd485
+datashader==0.19.1 \
+    --hash=sha256:7ce7154ff3ed070607f429355f57002fee5a17964e47c0b6447eeafe8cef9c82
+debugpy==1.8.21 \
+    --hash=sha256:b1e37d333663c8851516a47364ef473da127f9caebe4417e6df6f5825a7e9a92
+decorator==5.3.1 \
+    --hash=sha256:f47fe6fdbd2edd623ecfe36875d37aba411624e2670dd395dddae1358689bb3c
+defusedxml==0.7.1 \
+    --hash=sha256:a352e7e428770286cc899e2542b6cdaedb2b4953ff269a210103ec58f6198a61
+diff-match-patch==20241021 \
+    --hash=sha256:93cea333fb8b2bc0d181b0de5e16df50dd344ce64828226bda07728818936782
+dill==0.4.1 \
+    --hash=sha256:1e1ce33e978ae97fcfcff5638477032b801c46c7c65cf717f95fbc2248f79a9d
+distro==1.9.0 \
+    --hash=sha256:7bffd925d65168f85027d8da9af6bddab658135b840670a223589bc0c8ef02b2
+docstring-parser==0.18.0 \
+    --hash=sha256:b3fcbed555c47d8479be0796ef7e19c2670d428d72e96da63f3a40122860374b
+docstring-to-markdown==0.17 \
+    --hash=sha256:fd7d5094aa83943bf5f9e1a13701866b7c452eac19765380dead666e36d3711c
+docutils==0.22.4 \
+    --hash=sha256:d0013f540772d1420576855455d050a2180186c91c15779301ac2ccb3eeb68de
+entrypoints==0.4 \
+    --hash=sha256:f174b5ff827504fd3cd97cc3f8649f3693f51538c7e4bdf3ef002c8429d42f9f
+et-xmlfile==2.0.0 \
+    --hash=sha256:7a91720bc756843502c3b7504c77b8fe44217c85c537d85037f0f536151b2caa
+eval-type-backport==0.3.1 \
+    --hash=sha256:279ab641905e9f11129f56a8a78f493518515b83402b860f6f06dd7c011fdfa8
+executing==2.2.1 \
+    --hash=sha256:760643d3452b4d777d295bb167ccc74c64a81df23fb5e08eff250c425a4b2017
+faker==40.28.1 \
+    --hash=sha256:e8d3f5c469100a553d246dce7937c291308068a5ec6c9c3a228d7878b50720be
+fasta2a==0.6.1 \
+    --hash=sha256:1b5369ee1b62405eebafa6d71c57c9e40a1a3f0dcbae5ec3aa6ee450361028dd
+fastapi==0.141.1 \
+    --hash=sha256:bfb91aa2d334c61cb35ba9a116fc123b3d3df31640b801cf57a7a78ec3f603b3
+fastjsonschema==2.21.2 \
+    --hash=sha256:1c797122d0a86c5cace2e54bf4e819c36223b552017172f32c5c024a6b77e463
+filelock==3.32.2 \
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+flake8==7.1.1 \
+    --hash=sha256:597477df7860daa5aa0fdd84bf5208a043ab96b8e96ab708770ae0364dd03213
+flask==3.1.3 \
+    --hash=sha256:f4bcbefc124291925f1a26446da31a5178f9483862233b23c0c96a20701f670c
+flatbuffers==25.12.19 \
+    --hash=sha256:7634f50c427838bb021c2d66a3d1168e9d199b0607e6329399f04846d42e20b4
+flexcache==0.3 \
+    --hash=sha256:d43c9fea82336af6e0115e308d9d33a185390b8346a017564611f1466dcd2e32
+flexparser==0.4 \
+    --hash=sha256:3738b456192dcb3e15620f324c447721023c0293f6af9955b481e91d00179846
+flit==3.12.0 \
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+flit-core==4.0.2 \
+    --hash=sha256:8d80717e28d982b41594ed5b14d4e89fbc5bad55473fde27994a3101db18a94e
+folium==0.20.0 \
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+fonttools==4.63.0 \
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+foundry-local-sdk==0.5.1 \
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+fqdn==1.5.1 \
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+frozenlist==1.8.0 \
+    --hash=sha256:06be8f67f39c8b1dc671f5d83aaefd3358ae5cdcf8314552c57e7ed3e6475bdd
+fsspec==2026.7.0 \
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+fuzzywuzzy==0.18.0 \
+    --hash=sha256:928244b28db720d1e0ee7587acf660ea49d7e4c632569cad4f1cd7e68a5f0993
+genai-prices==0.0.60 \
+    --hash=sha256:096a5c31963687e99d752789382b9e8e71c0a56f9569b9760fd0de402f8b084a
+geographiclib==2.1 \
+    --hash=sha256:e2a873b9b9e7fc38721ad73d5f4e6c9ed140d428a339970f505c07056997d40b
+geopy==2.4.1 \
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+gitdb==4.0.12 \
+    --hash=sha256:67073e15955400952c6565cc3e707c554a4eea2e428946f7a4c162fab9bd9bcf
+gitpython==3.1.62 \
+    --hash=sha256:7002251225e10e29d2e1f49e6532613fe5d5d9f0b6f1f02997a52b38fe56899e
+google-auth==2.56.3 \
+    --hash=sha256:8ec438808f813ad034535000261eed1067475d229d05bbf4216e78c3f2362e53
+google-genai==2.18.0 \
+    --hash=sha256:4c5e60ccaed3ed35ac2ee81e87c5bebf7280cd49b81526d872a526e97ce25f46
+graphene==3.4.3 \
+    --hash=sha256:820db6289754c181007a150db1f7fff544b94142b556d12e3ebc777a7bf36c71
+graphql-core==3.2.11 \
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+graphql-relay==3.2.0 \
+    --hash=sha256:c9b22bd28b170ba1fe674c74384a8ff30a76c8e26f88ac3aa1584dd3179953e5
+greenlet==3.5.5 \
+    --hash=sha256:7805655781fb8f28a55d05fe57ed61f5f10f1892fb587673e3bb5264f28041f0
+griffelib==2.1.0 \
+    --hash=sha256:cc7b3d2d2865ad0b909fcc38086e3f554b5ea7acbaa7bbb7ecaa3f5dfb7d9f00
+groq==1.6.0 \
+    --hash=sha256:fa16db582455db324adcff1b5908519474736872e28cd5c8fa2b8bef6860e12a
+h11==0.16.0 \
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+h5py==3.16.0 \
+    --hash=sha256:4c6ab014ab704b4feaa719ae783b86522ed0bf1f82184704ed3c9e4e3228796e
+hatchling==1.32.0 \
+    --hash=sha256:0e17c9c3b9aa7c625acc8d0f5b622f107d5049af9ecf5ada4de1aada5be7cdbc
+hf-xet==1.6.0 \
+    --hash=sha256:5789835d7c6bc9436962853192082374297fb72d7eff7e7762ec25ceb7e25338
+holoviews==1.23.1 \
+    --hash=sha256:43960a6e945aff019816b109873e3088c45c7413f1b679c4dfd1821e2af1a64c
+hpack==4.2.0 \
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+html5lib==1.1 \
+    --hash=sha256:0d78f8fde1c230e99fe37986a60526d7049ed4bf8a9fadbad5f00e22e58e041d
+httpcore==1.0.9 \
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+httpcore2==2.13.0 \
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+    --hash=sha256:384c17174464c8e873398b7af24f0b1f44d992c820328413951a625323155d77
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+    --hash=sha256:d909fcccc110f8c7faf814ca82a9a4d816bc5a6dbfea25d6591d6985b8ba59ad
+httpx-sse==0.4.3 \
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+httpx2==2.13.0 \
+    --hash=sha256:fc12720cedf72faa26cca6b4ca394e05c894e7d7933fc45cafe767960804e49a
+huggingface-hub==1.27.0 \
+    --hash=sha256:7df6827c2f956c60fbaa64646e979e566db76f619dd0a9729dfb8c5a3eb4f68d
+hupper==1.12.1 \
+    --hash=sha256:e872b959f09d90be5fb615bd2e62de89a0b57efc037bdf9637fb09cdf8552b19
+hvplot==0.12.2 \
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+hypercorn==0.18.0 \
+    --hash=sha256:225e268f2c1c2f28f6d8f6db8f40cb8c992963610c5725e13ccfcddccb24b1cd
+hyperframe==6.1.0 \
+    --hash=sha256:b03380493a519fce58ea5af42e4a42317bf9bd425596f7a0835ffce80f1a42e5
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+sphinxcontrib-serializinghtml==2.0.0 \
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+sqlite-fts4==1.0.3 \
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+    --hash=sha256:a4468e1b37bb318f8a86514f65814e1afc977cf29b3992a4500d9dd305dcceb0
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+tomli-w==1.2.0 \
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diff --git a/winpython/portable/cycle_2026_04/requir.64-3_14_8_0slimfb3.txt b/winpython/portable/cycle_2026_04/requir.64-3_14_8_0slimfb3.txt
new file mode 100644
index 00000000..457c4c3b
--- /dev/null
+++ b/winpython/portable/cycle_2026_04/requir.64-3_14_8_0slimfb3.txt
@@ -0,0 +1,944 @@
+absl-py==2.5.0 \
+    --hash=sha256:0f17b89f2a4eaaedc4f28c622998aa690564b3012a396a4ffad0821007fe03ba
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+aiofiles==25.1.0 \
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+aiohttp==3.14.3 \
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+alabaster==1.0.0 \
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+python-barcode==0.16.1 \
+    --hash=sha256:5776567478c9a0dae473374bb86631ba0b5ea99aaf302763b364e367ac51f367
+python-dateutil==2.9.0.post0 \
+    --hash=sha256:a8b2bc7bffae282281c8140a97d3aa9c14da0b136dfe83f850eea9a5f7470427
+python-dotenv==1.2.2 \
+    --hash=sha256:1d8214789a24de455a8b8bd8ae6fe3c6b69a5e3d64aa8a8e5d68e694bbcb285a
+python-json-logger==4.2.0 \
+    --hash=sha256:158a52126fcd6869e09574d2b66272666f3dc8f468c62637ef9a1fa883719cb9
+python-lsp-black==2.0.0 \
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+python-lsp-jsonrpc==1.1.2 \
+    --hash=sha256:7339c2e9630ae98903fdaea1ace8c47fba0484983794d6aafd0bd8989be2b03c
+python-lsp-ruff==2.3.0 \
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+python-slugify==8.0.4 \
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+    --hash=sha256:0cf3cae568d36aa9576b28dfb35f11328f1cb974ca7647d9475ebb86c75ac6e3
+uuid-utils==0.17.0 \
+    --hash=sha256:e288a06cbbbcd01b44386e767985c9e21d2ad9bf59829aa7058d9a2a494804ab
+uvicorn==0.51.0 \
+    --hash=sha256:5d38af6cd620f2ae3849fb44fd4879e0890aa1febe8d47eb355fb45d93fe6a5b
+vega-datasets==0.9.0 \
+    --hash=sha256:3d7c63917be6ca9b154b565f4779a31fedce57b01b5b9d99d8a34a7608062a1d
+waitress==3.0.2 \
+    --hash=sha256:c56d67fd6e87c2ee598b76abdd4e96cfad1f24cacdea5078d382b1f9d7b5ed2e
+watchdog==6.0.0 \
+    --hash=sha256:cbafb470cf848d93b5d013e2ecb245d4aa1c8fd0504e863ccefa32445359d680
+wcwidth==0.7.0 \
+    --hash=sha256:5d69154c429a82910e241c738cd0e2976fac8a2dd47a1a805f4afed1c0f136f2
+webcolors==25.10.0 \
+    --hash=sha256:032c727334856fc0b968f63daa252a1ac93d33db2f5267756623c210e57a4f1d
+webencodings==0.5.1 \
+    --hash=sha256:a0af1213f3c2226497a97e2b3aa01a7e4bee4f403f95be16fc9acd2947514a78
+websocket-client==1.9.0 \
+    --hash=sha256:af248a825037ef591efbf6ed20cc5faa03d3b47b9e5a2230a529eeee1c1fc3ef
+websockets==16.1.1 \
+    --hash=sha256:bcce07e23e5769375158f5efdcdafa8d5cd014b93c6683865b840ed65b96f231
+werkzeug==3.1.8 \
+    --hash=sha256:63a77fb8892bf28ebc3178683445222aa500e48ebad5ec77b0ad80f8726b1f50
+whatthepatch==1.0.7 \
+    --hash=sha256:1b6f655fd31091c001c209529dfaabbabdbad438f5de14e3951266ea0fc6e7ed
+wheel==0.48.0 \
+    --hash=sha256:3217dcc807155e45db462d7ef2431f5ddda0d7273b700d05a67b271ceb1287ab
+widgetsnbextension==4.0.16 \
+    --hash=sha256:a31a8774885b96fe825462f5d6496166f0c7cae111195b6465c801d230eb5a4e
+wordcloud==1.9.6 \
+    --hash=sha256:22cf91490bcc0fa23585acbab1906a44a438fa7dd4d9a2b2663f39c8650634a6
+wppm==17.13.20260913 \
+    --hash=sha256:86efc07a0c3c0ba9ca90d2f4b9dc6ffef0a258662b52f731b38655d871df76ca
+wsproto==1.3.2 \
+    --hash=sha256:61eea322cdf56e8cc904bd3ad7573359a242ba65688716b0710a5eb12beab584
+xarray==2026.7.0 \
+    --hash=sha256:bf9dd130b93806dc78e90c1b7ac24851b31557b888674c53622235691cf21824
+xlsxwriter==3.2.9 \
+    --hash=sha256:9a5db42bc5dff014806c58a20b9eae7322a134abb6fce3c92c181bfb275ec5b3
+xxhash==3.7.0 \
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+xyzservices==2026.3.0 \
+    --hash=sha256:503183d4b322bfebc3c50cdd21192aa3e81e36c5efbf9133d54ae82143e0576b
+yapf==0.43.0 \
+    --hash=sha256:224faffbc39c428cb095818cf6ef5511fdab6f7430a10783fdfb292ccf2852ca
+yarl==1.24.5 \
+    --hash=sha256:5c88e5815a49d289e599f3513aa7fde0bc2092ff188f99c940f007f90f53d104
+yt-dlp==2026.7.4 \
+    --hash=sha256:f11f2b11d5a8ac4059f9bdf29fa4407dc7c6bb00c5097e95ca22a7a9db518266
+zipp==4.1.0 \
+    --hash=sha256:25ad4e16390cd314347dd8f1de67a2ac538ae658ed4ab9db16029c07c188e97f
diff --git a/winpython/portable/cycle_2026_04/requir.64-3_15_0_5dotb1.txt b/winpython/portable/cycle_2026_04/requir.64-3_15_0_5dotb1.txt
new file mode 100644
index 00000000..8609db63
--- /dev/null
+++ b/winpython/portable/cycle_2026_04/requir.64-3_15_0_5dotb1.txt
@@ -0,0 +1,16 @@
+build==1.5.0 \
+    --hash=sha256:13f3eecb844759ab66efec90ca17639bbf14dc06cb2fdf37a9010322d9c50a6f
+colorama==0.4.6 \
+    --hash=sha256:4f1d9991f5acc0ca119f9d443620b77f9d6b33703e51011c16baf57afb285fc6
+packaging==26.2 \
+    --hash=sha256:5fc45236b9446107ff2415ce77c807cee2862cb6fac22b8a73826d0693b0980e
+pyproject-hooks==1.2.0 \
+    --hash=sha256:9e5c6bfa8dcc30091c74b0cf803c81fdd29d94f01992a7707bc97babb1141913
+setuptools==83.0.0 \
+    --hash=sha256:29b23c360f22f414dc7336bb39178cc7bcbf6021ed2733cde173f09dba19abb3
+sqlite-bro==1.3.2 \
+    --hash=sha256:0ecda886fbd9c9536cbc7192662be0a0b7d963e9df506dcc788cf1e37e572034
+wheel==0.47.0 \
+    --hash=sha256:212281cab4dff978f6cedd499cd893e1f620791ca6ff7107cf270781e587eced
+wppm==17.12.20260816 \
+    --hash=sha256:c41a205f17dbef6b752d89ce3497a99253f1c3b927d8bc3674c04a36dcd741b0
diff --git a/winpython/portable/cycle_2026_04/requir.64-3_15_0_5dotb2.txt b/winpython/portable/cycle_2026_04/requir.64-3_15_0_5dotb2.txt
new file mode 100644
index 00000000..5514f7a5
--- /dev/null
+++ b/winpython/portable/cycle_2026_04/requir.64-3_15_0_5dotb2.txt
@@ -0,0 +1,16 @@
+build==1.5.0 \
+    --hash=sha256:13f3eecb844759ab66efec90ca17639bbf14dc06cb2fdf37a9010322d9c50a6f
+colorama==0.4.6 \
+    --hash=sha256:4f1d9991f5acc0ca119f9d443620b77f9d6b33703e51011c16baf57afb285fc6
+packaging==26.2 \
+    --hash=sha256:5fc45236b9446107ff2415ce77c807cee2862cb6fac22b8a73826d0693b0980e
+pyproject-hooks==1.2.0 \
+    --hash=sha256:9e5c6bfa8dcc30091c74b0cf803c81fdd29d94f01992a7707bc97babb1141913
+setuptools==83.0.0 \
+    --hash=sha256:29b23c360f22f414dc7336bb39178cc7bcbf6021ed2733cde173f09dba19abb3
+sqlite-bro==1.3.2 \
+    --hash=sha256:0ecda886fbd9c9536cbc7192662be0a0b7d963e9df506dcc788cf1e37e572034
+wheel==0.47.0 \
+    --hash=sha256:212281cab4dff978f6cedd499cd893e1f620791ca6ff7107cf270781e587eced
+wppm==17.13.20260913 \
+    --hash=sha256:86efc07a0c3c0ba9ca90d2f4b9dc6ffef0a258662b52f731b38655d871df76ca
diff --git a/winpython/portable/cycle_2026_04/requir.64-3_15_0_5dotb3.txt b/winpython/portable/cycle_2026_04/requir.64-3_15_0_5dotb3.txt
new file mode 100644
index 00000000..72c43e0a
--- /dev/null
+++ b/winpython/portable/cycle_2026_04/requir.64-3_15_0_5dotb3.txt
@@ -0,0 +1,16 @@
+build==1.5.0 \
+    --hash=sha256:13f3eecb844759ab66efec90ca17639bbf14dc06cb2fdf37a9010322d9c50a6f
+colorama==0.4.6 \
+    --hash=sha256:4f1d9991f5acc0ca119f9d443620b77f9d6b33703e51011c16baf57afb285fc6
+packaging==26.2 \
+    --hash=sha256:5fc45236b9446107ff2415ce77c807cee2862cb6fac22b8a73826d0693b0980e
+pyproject-hooks==1.2.0 \
+    --hash=sha256:9e5c6bfa8dcc30091c74b0cf803c81fdd29d94f01992a7707bc97babb1141913
+setuptools==83.0.0 \
+    --hash=sha256:29b23c360f22f414dc7336bb39178cc7bcbf6021ed2733cde173f09dba19abb3
+sqlite-bro==1.3.2 \
+    --hash=sha256:0ecda886fbd9c9536cbc7192662be0a0b7d963e9df506dcc788cf1e37e572034
+wheel==0.48.0 \
+    --hash=sha256:3217dcc807155e45db462d7ef2431f5ddda0d7273b700d05a67b271ceb1287ab
+wppm==17.13.20260913 \
+    --hash=sha256:86efc07a0c3c0ba9ca90d2f4b9dc6ffef0a258662b52f731b38655d871df76ca
diff --git a/winpython/portable/cycle_2026_04/requir.64-3_15_0_5dotfb1.txt b/winpython/portable/cycle_2026_04/requir.64-3_15_0_5dotfb1.txt
new file mode 100644
index 00000000..8609db63
--- /dev/null
+++ b/winpython/portable/cycle_2026_04/requir.64-3_15_0_5dotfb1.txt
@@ -0,0 +1,16 @@
+build==1.5.0 \
+    --hash=sha256:13f3eecb844759ab66efec90ca17639bbf14dc06cb2fdf37a9010322d9c50a6f
+colorama==0.4.6 \
+    --hash=sha256:4f1d9991f5acc0ca119f9d443620b77f9d6b33703e51011c16baf57afb285fc6
+packaging==26.2 \
+    --hash=sha256:5fc45236b9446107ff2415ce77c807cee2862cb6fac22b8a73826d0693b0980e
+pyproject-hooks==1.2.0 \
+    --hash=sha256:9e5c6bfa8dcc30091c74b0cf803c81fdd29d94f01992a7707bc97babb1141913
+setuptools==83.0.0 \
+    --hash=sha256:29b23c360f22f414dc7336bb39178cc7bcbf6021ed2733cde173f09dba19abb3
+sqlite-bro==1.3.2 \
+    --hash=sha256:0ecda886fbd9c9536cbc7192662be0a0b7d963e9df506dcc788cf1e37e572034
+wheel==0.47.0 \
+    --hash=sha256:212281cab4dff978f6cedd499cd893e1f620791ca6ff7107cf270781e587eced
+wppm==17.12.20260816 \
+    --hash=sha256:c41a205f17dbef6b752d89ce3497a99253f1c3b927d8bc3674c04a36dcd741b0
diff --git a/winpython/portable/cycle_2026_04/requir.64-3_15_0_5dotfb2.txt b/winpython/portable/cycle_2026_04/requir.64-3_15_0_5dotfb2.txt
new file mode 100644
index 00000000..5514f7a5
--- /dev/null
+++ b/winpython/portable/cycle_2026_04/requir.64-3_15_0_5dotfb2.txt
@@ -0,0 +1,16 @@
+build==1.5.0 \
+    --hash=sha256:13f3eecb844759ab66efec90ca17639bbf14dc06cb2fdf37a9010322d9c50a6f
+colorama==0.4.6 \
+    --hash=sha256:4f1d9991f5acc0ca119f9d443620b77f9d6b33703e51011c16baf57afb285fc6
+packaging==26.2 \
+    --hash=sha256:5fc45236b9446107ff2415ce77c807cee2862cb6fac22b8a73826d0693b0980e
+pyproject-hooks==1.2.0 \
+    --hash=sha256:9e5c6bfa8dcc30091c74b0cf803c81fdd29d94f01992a7707bc97babb1141913
+setuptools==83.0.0 \
+    --hash=sha256:29b23c360f22f414dc7336bb39178cc7bcbf6021ed2733cde173f09dba19abb3
+sqlite-bro==1.3.2 \
+    --hash=sha256:0ecda886fbd9c9536cbc7192662be0a0b7d963e9df506dcc788cf1e37e572034
+wheel==0.47.0 \
+    --hash=sha256:212281cab4dff978f6cedd499cd893e1f620791ca6ff7107cf270781e587eced
+wppm==17.13.20260913 \
+    --hash=sha256:86efc07a0c3c0ba9ca90d2f4b9dc6ffef0a258662b52f731b38655d871df76ca
diff --git a/winpython/portable/cycle_2026_04/requir.64-3_15_0_5dotfb3.txt b/winpython/portable/cycle_2026_04/requir.64-3_15_0_5dotfb3.txt
new file mode 100644
index 00000000..72c43e0a
--- /dev/null
+++ b/winpython/portable/cycle_2026_04/requir.64-3_15_0_5dotfb3.txt
@@ -0,0 +1,16 @@
+build==1.5.0 \
+    --hash=sha256:13f3eecb844759ab66efec90ca17639bbf14dc06cb2fdf37a9010322d9c50a6f
+colorama==0.4.6 \
+    --hash=sha256:4f1d9991f5acc0ca119f9d443620b77f9d6b33703e51011c16baf57afb285fc6
+packaging==26.2 \
+    --hash=sha256:5fc45236b9446107ff2415ce77c807cee2862cb6fac22b8a73826d0693b0980e
+pyproject-hooks==1.2.0 \
+    --hash=sha256:9e5c6bfa8dcc30091c74b0cf803c81fdd29d94f01992a7707bc97babb1141913
+setuptools==83.0.0 \
+    --hash=sha256:29b23c360f22f414dc7336bb39178cc7bcbf6021ed2733cde173f09dba19abb3
+sqlite-bro==1.3.2 \
+    --hash=sha256:0ecda886fbd9c9536cbc7192662be0a0b7d963e9df506dcc788cf1e37e572034
+wheel==0.48.0 \
+    --hash=sha256:3217dcc807155e45db462d7ef2431f5ddda0d7273b700d05a67b271ceb1287ab
+wppm==17.13.20260913 \
+    --hash=sha256:86efc07a0c3c0ba9ca90d2f4b9dc6ffef0a258662b52f731b38655d871df76ca
diff --git a/winpython/portable/cycle_2026_04/requir.64-3_15_0_5slimb1.txt b/winpython/portable/cycle_2026_04/requir.64-3_15_0_5slimb1.txt
new file mode 100644
index 00000000..c1338547
--- /dev/null
+++ b/winpython/portable/cycle_2026_04/requir.64-3_15_0_5slimb1.txt
@@ -0,0 +1,616 @@
+absl-py==2.5.0 \
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+    --hash=sha256:f11f2b11d5a8ac4059f9bdf29fa4407dc7c6bb00c5097e95ca22a7a9db518266
+zipp==4.1.0 \
+    --hash=sha256:25ad4e16390cd314347dd8f1de67a2ac538ae658ed4ab9db16029c07c188e97f
diff --git a/winpython/portable/cycle_2026_04/requir.64-3_15_0_5slimb2.txt b/winpython/portable/cycle_2026_04/requir.64-3_15_0_5slimb2.txt
new file mode 100644
index 00000000..6f01489b
--- /dev/null
+++ b/winpython/portable/cycle_2026_04/requir.64-3_15_0_5slimb2.txt
@@ -0,0 +1,814 @@
+absl-py==2.5.0 \
+    --hash=sha256:0f17b89f2a4eaaedc4f28c622998aa690564b3012a396a4ffad0821007fe03ba
+aiofiles==25.1.0 \
+    --hash=sha256:abe311e527c862958650f9438e859c1fa7568a141b22abcd015e120e86a85695
+aiohappyeyeballs==2.7.1 \
+    --hash=sha256:9243213661e29250eb41368e5daa826fc017156c3b8a11440826b2e3ed376472
+aiosignal==1.4.0 \
+    --hash=sha256:053243f8b92b990551949e63930a839ff0cf0b0ebbe0597b0f3fb19e1a0fe82e
+aiosqlite==0.22.1 \
+    --hash=sha256:21c002eb13823fad740196c5a2e9d8e62f6243bd9e7e4a1f87fb5e44ecb4fceb
+alabaster==1.0.0 \
+    --hash=sha256:fc6786402dc3fcb2de3cabd5fe455a2db534b371124f1f21de8731783dec828b
+annotated-doc==0.0.5 \
+    --hash=sha256:117bac03a25ede5df5440e855b32d556049ca169ead221505badf432fed4b101
+annotated-types==0.8.0 \
+    --hash=sha256:f072f4d804ea359e4eaf198b1af7a8b0943881a87f31bb764f8bf219bb9419e0
+anyio==4.14.2 \
+    --hash=sha256:9f505dda5ac9f0c8309b5e8bd445a8c2bf7246f3ce950121e45ea15bc41d1494
+appdirs==1.4.4 \
+    --hash=sha256:a841dacd6b99318a741b166adb07e19ee71a274450e68237b4650ca1055ab128
+argcomplete==3.7.2 \
+    --hash=sha256:6029205678bdd9c1c728a155f5f9ecf5812393f969eef58807641a2bc2aa5b19
+argon2-cffi==25.1.0 \
+    --hash=sha256:fdc8b074db390fccb6eb4a3604ae7231f219aa669a2652e0f20e16ba513d5741
+argon2-cffi-bindings==25.1.0 \
+    --hash=sha256:a98cd7d17e9f7ce244c0803cad3c23a7d379c301ba618a5fa76a67d116618b98
+array-api-compat==1.15.0 \
+    --hash=sha256:7b1b9c53269061403fd5f45a8de349f16e7887653328bfa0c5f2d45299ff0a8e
+arrow==1.4.0 \
+    --hash=sha256:749f0769958ebdc79c173ff0b0670d59051a535fa26e8eba02953dc19eb43205
+asgi-csrf==0.11 \
+    --hash=sha256:03ac140115f39d4295288a9adf74fdc6ae607f6ef44abee8466520458207242b
+asgiref==3.12.1 \
+    --hash=sha256:fe386d1c2bff7259ea95929266d12a8cf9a8b5a1c2598402967d8792e7a7c094
+asn1crypto==1.5.1 \
+    --hash=sha256:db4e40728b728508912cbb3d44f19ce188f218e9eba635821bb4b68564f8fd67
+ast-serialize==0.8.0 \
+    --hash=sha256:bd84d60bca7079e741be4ac5dbe237751a59d7f6f9f0126b11880d63822cbe16
+asteval==1.0.9 \
+    --hash=sha256:60513ea5d608d27bdb0cf3785dc993a6c3adeaee45f1bded0953a09e904e461f
+astroid==4.0.4 \
+    --hash=sha256:52f39653876c7dec3e3afd4c2696920e05c83832b9737afc21928f2d2eb7a753
+asttokens==3.0.2 \
+    --hash=sha256:9da13157f5b28becde0bd374fc677dcd3c290614264eff096f167c469cd9f933
+async-lru==2.3.0 \
+    --hash=sha256:eea27b01841909316f2cc739807acea1c623df2be8c5cfad7583286397bb8315
+asyncssh==2.24.0 \
+    --hash=sha256:9abd46300adcb6d4b73269b34c53cd0d17a138b9a22b5b38008ce7d5808734b7
+attrs==26.1.0 \
+    --hash=sha256:c647aa4a12dfbad9333ca4e71fe62ddc36f4e63b2d260a37a8b83d2f043ac309
+authlib==1.7.2 \
+    --hash=sha256:3e1faedc9d87e7d56a164eca3ccb6ace0d61b94abe83e92242f8dc8bba9b4a9f
+autopep8==2.3.2 \
+    --hash=sha256:ce8ad498672c845a0c3de2629c15b635ec2b05ef8177a6e7c91c74f3e9b51128
+azure-core==1.41.0 \
+    --hash=sha256:522b4011e8180b1a3dcd2024396a4e7fe9ac37fb8597db47163d230b5efe892d
+azure-cosmos==4.16.1 \
+    --hash=sha256:43717215ec1433c1ea0f0e3d465f9182fb5afff3ae2331e595367122297872f1
+azure-identity==1.25.3 \
+    --hash=sha256:f4d0b956a8146f30333e071374171f3cfa7bdb8073adb8c3814b65567aa7447c
+babel==2.18.0 \
+    --hash=sha256:e2b422b277c2b9a9630c1d7903c2a00d0830c409c59ac8cae9081c92f1aeba35
+baresql==1.0.0 \
+    --hash=sha256:a24d17f46beb47c221f328f7e06710e3896c6203a8e1909788d7128f27b86f01
+bcrypt==5.0.0 \
+    --hash=sha256:64ee8434b0da054d830fa8e89e1c8bf30061d539044a39524ff7dec90481e5c2
+beartype==0.22.9 \
+    --hash=sha256:d16c9bbc61ea14637596c5f6fbff2ee99cbe3573e46a716401734ef50c3060c2
+beautifulsoup4==4.15.0 \
+    --hash=sha256:d6f88de62e1d4e38ecb1077eb9724cd0eff29d2a08ca16a401e9b9e93f117cf9
+binaryornot==0.6.0 \
+    --hash=sha256:900adfd5e1b821255ba7e63139b0396b14c88b9286e74e03b6f51e0200331337
+black==26.5.1 \
+    --hash=sha256:4ed7f7da04046d2e488437170797d3b4a4ad83906683bcb7dfc68b673bbce5e2
+bleach==6.4.0 \
+    --hash=sha256:4b6b6a54fff2e69a3dde9d21cc6301220bee3c3cb792187d11403fd795031081
+blinker==1.9.0 \
+    --hash=sha256:ba0efaa9080b619ff2f3459d1d500c57bddea4a6b424b60a91141db6fd2f08bc
+build==1.5.0 \
+    --hash=sha256:13f3eecb844759ab66efec90ca17639bbf14dc06cb2fdf37a9010322d9c50a6f
+cachetools==7.1.4 \
+    --hash=sha256:323dc4127934744db5b54eb4924482d7edafbf9554e820d1531c2e08c0e4ef54
+cattrs==26.1.0 \
+    --hash=sha256:d1e0804c42639494d469d08d4f26d6b9de9b8ab26b446db7b5f8c2e97f7c3096
+certifi==2026.1.4 \
+    --hash=sha256:9943707519e4add1115f44c2bc244f782c0249876bf51b6599fee1ffbedd685c
+cffi==2.1.1 \
+    --hash=sha256:e6e8cff14d6fb0be70a09c0bdc58096f501952d04624ebf867e0e56da2df8960
+chardet==5.2.0 \
+    --hash=sha256:e1cf59446890a00105fe7b7912492ea04b6e6f06d4b742b2c788469e34c82970
+charset-normalizer==3.4.4 \
+    --hash=sha256:7a32c560861a02ff789ad905a2fe94e3f840803362c84fecf1851cb4cf3dc37f
+clarabel==0.11.1 \
+    --hash=sha256:557d5148a4377ae1980b65d00605ae870a8f34f95f0f6a41e04aa6d3edf67148
+click==8.4.2 \
+    --hash=sha256:e6f9f66136c816745b9d65817da91d61d957fb16e02e4dcd0552553c5a197b76
+click-default-group==1.2.4 \
+    --hash=sha256:9b60486923720e7fc61731bdb32b617039aba820e22e1c88766b1125592eaa5f
+cloudpickle==3.1.2 \
+    --hash=sha256:9acb47f6afd73f60dc1df93bb801b472f05ff42fa6c84167d25cb206be1fbf4a
+colorama==0.4.6 \
+    --hash=sha256:4f1d9991f5acc0ca119f9d443620b77f9d6b33703e51011c16baf57afb285fc6
+colorcet==3.2.1 \
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+colorlog==6.12.0 \
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+comm==0.2.3 \
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+contourpy==1.4.0 \
+    --hash=sha256:ea09dc704029930cbd097f75cb0cc1db9852adbcf1a151fac7e9559f7bcbfd19
+cryptography==50.0.0 \
+    --hash=sha256:bd1c592e4d5974f0d08d4888e432157adba757c66da0246918e43677fafa2d30
+cycler==0.12.1 \
+    --hash=sha256:85cef7cff222d8644161529808465972e51340599459b8ac3ccbac5a854e0d30
+cython==3.3.0 \
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+datashader==0.19.1 \
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+deap==1.4.4 \
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+debugpy==1.8.21 \
+    --hash=sha256:b1e37d333663c8851516a47364ef473da127f9caebe4417e6df6f5825a7e9a92
+decorator==5.3.1 \
+    --hash=sha256:f47fe6fdbd2edd623ecfe36875d37aba411624e2670dd395dddae1358689bb3c
+defusedxml==0.7.1 \
+    --hash=sha256:a352e7e428770286cc899e2542b6cdaedb2b4953ff269a210103ec58f6198a61
+diff-match-patch==20241021 \
+    --hash=sha256:93cea333fb8b2bc0d181b0de5e16df50dd344ce64828226bda07728818936782
+dill==0.4.1 \
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+distro==1.9.0 \
+    --hash=sha256:7bffd925d65168f85027d8da9af6bddab658135b840670a223589bc0c8ef02b2
+dnspython==2.8.0 \
+    --hash=sha256:01d9bbc4a2d76bf0db7c1f729812ded6d912bd318d3b1cf81d30c0f845dbf3af
+docstring-parser==0.18.0 \
+    --hash=sha256:b3fcbed555c47d8479be0796ef7e19c2670d428d72e96da63f3a40122860374b
+docstring-to-markdown==0.17 \
+    --hash=sha256:fd7d5094aa83943bf5f9e1a13701866b7c452eac19765380dead666e36d3711c
+docutils==0.22.4 \
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+et-xmlfile==2.0.0 \
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+eval-type-backport==0.3.1 \
+    --hash=sha256:279ab641905e9f11129f56a8a78f493518515b83402b860f6f06dd7c011fdfa8
+exceptiongroup==1.3.1 \
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+executing==2.2.1 \
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+faker==40.28.1 \
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+fastapi==0.141.1 \
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+flexparser==0.4 \
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+flit-core==4.0.2 \
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+fonttools==4.65.0 \
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+foundry-local-sdk==0.5.1 \
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+genai-prices==0.0.60 \
+    --hash=sha256:096a5c31963687e99d752789382b9e8e71c0a56f9569b9760fd0de402f8b084a
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+gitdb==4.0.12 \
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+    --hash=sha256:7002251225e10e29d2e1f49e6532613fe5d5d9f0b6f1f02997a52b38fe56899e
+google-auth==2.56.3 \
+    --hash=sha256:8ec438808f813ad034535000261eed1067475d229d05bbf4216e78c3f2362e53
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+graphql-relay==3.2.0 \
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+h11==0.16.0 \
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+hf-xet==1.6.0 \
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+imbalanced-learn==0.14.2 \
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+importlib-metadata==8.7.1 \
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+    --hash=sha256:af248a825037ef591efbf6ed20cc5faa03d3b47b9e5a2230a529eeee1c1fc3ef
+websockets==15.0.1 \
+    --hash=sha256:f7a866fbc1e97b5c617ee4116daaa09b722101d4a3c170c787450ba409f9736f
+whatthepatch==1.0.7 \
+    --hash=sha256:1b6f655fd31091c001c209529dfaabbabdbad438f5de14e3951266ea0fc6e7ed
+wheel==0.47.0 \
+    --hash=sha256:212281cab4dff978f6cedd499cd893e1f620791ca6ff7107cf270781e587eced
+widgetsnbextension==4.0.15 \
+    --hash=sha256:8156704e4346a571d9ce73b84bee86a29906c9abfd7223b7228a28899ccf3366
+wppm==17.13.20260913 \
+    --hash=sha256:86efc07a0c3c0ba9ca90d2f4b9dc6ffef0a258662b52f731b38655d871df76ca
+wrapt==2.4.0 \
+    --hash=sha256:e8df31a126a0a247c1aa379e30873839de03912dea09ca360c680f3625d815df
+wsproto==1.3.2 \
+    --hash=sha256:61eea322cdf56e8cc904bd3ad7573359a242ba65688716b0710a5eb12beab584
+xarray==2026.7.0 \
+    --hash=sha256:bf9dd130b93806dc78e90c1b7ac24851b31557b888674c53622235691cf21824
+xlsxwriter==3.2.9 \
+    --hash=sha256:9a5db42bc5dff014806c58a20b9eae7322a134abb6fce3c92c181bfb275ec5b3
+xxhash==4.0.1 \
+    --hash=sha256:0ab851b45c70d4992be7cdeeee16f97a0b677408c758c4b1efb1cfe8030bfd37
+xyzservices==2026.3.0 \
+    --hash=sha256:503183d4b322bfebc3c50cdd21192aa3e81e36c5efbf9133d54ae82143e0576b
+yapf==0.43.0 \
+    --hash=sha256:224faffbc39c428cb095818cf6ef5511fdab6f7430a10783fdfb292ccf2852ca
+yarl==1.24.5 \
+    --hash=sha256:a33700d13d9b7d84fd10947b09ff69fb9a792e519c8cb9764a3ca70baa6c23a7
+yt-dlp==2026.7.4 \
+    --hash=sha256:f11f2b11d5a8ac4059f9bdf29fa4407dc7c6bb00c5097e95ca22a7a9db518266
+zipp==4.1.0 \
+    --hash=sha256:25ad4e16390cd314347dd8f1de67a2ac538ae658ed4ab9db16029c07c188e97f
diff --git a/winpython/portable/cycle_2026_04/requir.64-3_15_0_5slimb3.txt b/winpython/portable/cycle_2026_04/requir.64-3_15_0_5slimb3.txt
new file mode 100644
index 00000000..ef14bd48
--- /dev/null
+++ b/winpython/portable/cycle_2026_04/requir.64-3_15_0_5slimb3.txt
@@ -0,0 +1,856 @@
+absl-py==2.5.0 \
+    --hash=sha256:0f17b89f2a4eaaedc4f28c622998aa690564b3012a396a4ffad0821007fe03ba
+aiofile==3.12.3 \
+    --hash=sha256:5c1bcc9e929c50834608e8cc1a4cc1d7503eb60c15a535b779fd39e2f372c017
+aiofiles==25.1.0 \
+    --hash=sha256:abe311e527c862958650f9438e859c1fa7568a141b22abcd015e120e86a85695
+aiohappyeyeballs==2.7.1 \
+    --hash=sha256:9243213661e29250eb41368e5daa826fc017156c3b8a11440826b2e3ed376472
+aiosignal==1.4.0 \
+    --hash=sha256:053243f8b92b990551949e63930a839ff0cf0b0ebbe0597b0f3fb19e1a0fe82e
+aiosqlite==0.22.1 \
+    --hash=sha256:21c002eb13823fad740196c5a2e9d8e62f6243bd9e7e4a1f87fb5e44ecb4fceb
+alabaster==1.0.0 \
+    --hash=sha256:fc6786402dc3fcb2de3cabd5fe455a2db534b371124f1f21de8731783dec828b
+alembic==1.18.5 \
+    --hash=sha256:06d8ba9d04558022f5395e9317de03d270f3dced49cee01f89fe7a13c26f14bc
+altair==6.2.2 \
+    --hash=sha256:94014f8ad8617c3cb163d1137359cd6db5ba134b9b46d93cfd8b609fd245a583
+annotated-doc==0.0.5 \
+    --hash=sha256:117bac03a25ede5df5440e855b32d556049ca169ead221505badf432fed4b101
+annotated-types==0.8.0 \
+    --hash=sha256:f072f4d804ea359e4eaf198b1af7a8b0943881a87f31bb764f8bf219bb9419e0
+anthropic==1.11.0 \
+    --hash=sha256:52f97b2c485cca7ac66058374f5073a3febb7e6849b16989c145d602a3efee21
+anyio==4.14.2 \
+    --hash=sha256:9f505dda5ac9f0c8309b5e8bd445a8c2bf7246f3ce950121e45ea15bc41d1494
+anywidget==0.11.0 \
+    --hash=sha256:c574d9acc6503ad27b37a9acea48f957a8ba7c9c9876cfcb37898931c098ce9d
+appdirs==1.4.4 \
+    --hash=sha256:a841dacd6b99318a741b166adb07e19ee71a274450e68237b4650ca1055ab128
+argcomplete==3.7.2 \
+    --hash=sha256:6029205678bdd9c1c728a155f5f9ecf5812393f969eef58807641a2bc2aa5b19
+argon2-cffi==25.1.0 \
+    --hash=sha256:fdc8b074db390fccb6eb4a3604ae7231f219aa669a2652e0f20e16ba513d5741
+argon2-cffi-bindings==25.1.0 \
+    --hash=sha256:a98cd7d17e9f7ce244c0803cad3c23a7d379c301ba618a5fa76a67d116618b98
+array-api-compat==1.15.0 \
+    --hash=sha256:7b1b9c53269061403fd5f45a8de349f16e7887653328bfa0c5f2d45299ff0a8e
+arrow==1.4.0 \
+    --hash=sha256:749f0769958ebdc79c173ff0b0670d59051a535fa26e8eba02953dc19eb43205
+asgi-csrf==0.11 \
+    --hash=sha256:03ac140115f39d4295288a9adf74fdc6ae607f6ef44abee8466520458207242b
+asgiref==3.12.1 \
+    --hash=sha256:fe386d1c2bff7259ea95929266d12a8cf9a8b5a1c2598402967d8792e7a7c094
+asn1crypto==1.5.1 \
+    --hash=sha256:db4e40728b728508912cbb3d44f19ce188f218e9eba635821bb4b68564f8fd67
+ast-serialize==0.8.0 \
+    --hash=sha256:bd84d60bca7079e741be4ac5dbe237751a59d7f6f9f0126b11880d63822cbe16
+asteval==1.0.9 \
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+astroid==4.0.4 \
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+asttokens==3.0.2 \
+    --hash=sha256:9da13157f5b28becde0bd374fc677dcd3c290614264eff096f167c469cd9f933
+async-lru==2.3.0 \
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+asyncssh==2.24.0 \
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+attrs==26.1.0 \
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+authlib==1.7.2 \
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+autopep8==2.3.2 \
+    --hash=sha256:ce8ad498672c845a0c3de2629c15b635ec2b05ef8177a6e7c91c74f3e9b51128
+azure-core==1.41.0 \
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+azure-cosmos==4.16.1 \
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+azure-identity==1.25.3 \
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+babel==2.18.0 \
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+baresql==1.0.0 \
+    --hash=sha256:a24d17f46beb47c221f328f7e06710e3896c6203a8e1909788d7128f27b86f01
+bcrypt==5.0.0 \
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+beartype==0.22.9 \
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+binaryornot==0.6.0 \
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+black==26.5.1 \
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+bleach==6.4.0 \
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+branca==0.8.2 \
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+build==1.5.0 \
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+cachetools==7.1.4 \
+    --hash=sha256:323dc4127934744db5b54eb4924482d7edafbf9554e820d1531c2e08c0e4ef54
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+certifi==2026.1.4 \
+    --hash=sha256:9943707519e4add1115f44c2bc244f782c0249876bf51b6599fee1ffbedd685c
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+charset-normalizer==3.4.4 \
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+cloudpickle==3.1.2 \
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+    --hash=sha256:85cef7cff222d8644161529808465972e51340599459b8ac3ccbac5a854e0d30
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+defusedxml==0.7.1 \
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+diff-match-patch==20241021 \
+    --hash=sha256:93cea333fb8b2bc0d181b0de5e16df50dd344ce64828226bda07728818936782
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+distro==1.9.0 \
+    --hash=sha256:7bffd925d65168f85027d8da9af6bddab658135b840670a223589bc0c8ef02b2
+dnspython==2.8.0 \
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+docstring-parser==0.18.0 \
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+docstring-to-markdown==0.17 \
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+    --hash=sha256:0e17c9c3b9aa7c625acc8d0f5b622f107d5049af9ecf5ada4de1aada5be7cdbc
+hf-xet==1.6.0 \
+    --hash=sha256:fb4fadde1b2b70bf4c0c14a6dccbe7194b1c28947fefd5bbe3fed9d940676c3b
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+pipdeptree==3.1.0 \
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+plotly==6.9.0 \
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+    --hash=sha256:1b6e4adcfd285c44502aed51df98aaaca4f0fea028165dbf8a9e857b9f98d8ea
+tinycss2==1.5.1 \
+    --hash=sha256:3415ba0f5839c062696996998176c4a3751d18b7edaaeeb658c9ce21ec150661
+toml==0.10.2 \
+    --hash=sha256:806143ae5bfb6a3c6e736a764057db0e6a0e05e338b5630894a5f779cabb4f9b
+tomli-w==1.2.0 \
+    --hash=sha256:188306098d013b691fcadc011abd66727d3c414c571bb01b1a174ba8c983cf90
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+    --hash=sha256:177a05aece5a8ca5266fd3c448abb47b8d352f09d477d3ca8332db4d89b24304
+toolz==1.1.0 \
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+yarl==1.24.5 \
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+yt-dlp==2026.7.4 \
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+zipp==4.1.0 \
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diff --git a/winpython/portable/cycle_2026_04/requir.64-3_15_0_5slimfb2.txt b/winpython/portable/cycle_2026_04/requir.64-3_15_0_5slimfb2.txt
new file mode 100644
index 00000000..141e0dca
--- /dev/null
+++ b/winpython/portable/cycle_2026_04/requir.64-3_15_0_5slimfb2.txt
@@ -0,0 +1,742 @@
+absl-py==2.5.0 \
+    --hash=sha256:0f17b89f2a4eaaedc4f28c622998aa690564b3012a396a4ffad0821007fe03ba
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+aiohappyeyeballs==2.7.1 \
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+alabaster==1.0.0 \
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+annotated-doc==0.0.5 \
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+anthropic==0.121.0 \
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+foundry-local-sdk==0.5.1 \
+    --hash=sha256:f3639a3666bc3a94410004a91671338910ac2e1b8094b1587cc4db0f4a7df07e
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+graphene==3.4.3 \
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+uc-micro-py==2.0.0 \
+    --hash=sha256:3603a3859af53e5a39bc7677713c78ea6589ff188d70f4fee165db88e22b242c
+ujson==6.0.0 \
+    --hash=sha256:801ff407fda799f4ff98d960342128b065a14113eaccfc116b50092342636861
+uncertainties==3.2.3 \
+    --hash=sha256:313353900d8f88b283c9bad81e7d2b2d3d4bcc330cbace35403faaed7e78890a
+uri-template==1.3.0 \
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+urllib3==2.7.0 \
+    --hash=sha256:9fb4c81ebbb1ce9531cce37674bbc6f1360472bc18ca9a553ede278ef7276897
+uvicorn==0.51.0 \
+    --hash=sha256:5d38af6cd620f2ae3849fb44fd4879e0890aa1febe8d47eb355fb45d93fe6a5b
+vega-datasets==0.9.0 \
+    --hash=sha256:3d7c63917be6ca9b154b565f4779a31fedce57b01b5b9d99d8a34a7608062a1d
+waitress==3.0.2 \
+    --hash=sha256:c56d67fd6e87c2ee598b76abdd4e96cfad1f24cacdea5078d382b1f9d7b5ed2e
+watchdog==6.0.0 \
+    --hash=sha256:cbafb470cf848d93b5d013e2ecb245d4aa1c8fd0504e863ccefa32445359d680
+wcwidth==0.7.0 \
+    --hash=sha256:5d69154c429a82910e241c738cd0e2976fac8a2dd47a1a805f4afed1c0f136f2
+webcolors==25.10.0 \
+    --hash=sha256:032c727334856fc0b968f63daa252a1ac93d33db2f5267756623c210e57a4f1d
+webencodings==0.5.1 \
+    --hash=sha256:a0af1213f3c2226497a97e2b3aa01a7e4bee4f403f95be16fc9acd2947514a78
+websocket-client==1.9.0 \
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+websockets==15.0.1 \
+    --hash=sha256:f7a866fbc1e97b5c617ee4116daaa09b722101d4a3c170c787450ba409f9736f
+whatthepatch==1.0.7 \
+    --hash=sha256:1b6f655fd31091c001c209529dfaabbabdbad438f5de14e3951266ea0fc6e7ed
+wheel==0.47.0 \
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+widgetsnbextension==4.0.15 \
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+wppm==17.13.20260913 \
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+wrapt==2.4.0 \
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+xarray==2026.7.0 \
+    --hash=sha256:bf9dd130b93806dc78e90c1b7ac24851b31557b888674c53622235691cf21824
+xlsxwriter==3.2.9 \
+    --hash=sha256:9a5db42bc5dff014806c58a20b9eae7322a134abb6fce3c92c181bfb275ec5b3
+xxhash==4.0.1 \
+    --hash=sha256:daade8936c4deaaf7b01561324ce438ba4f885d717e9adc62b4d67212ad7d7bd
+xyzservices==2026.3.0 \
+    --hash=sha256:503183d4b322bfebc3c50cdd21192aa3e81e36c5efbf9133d54ae82143e0576b
+yapf==0.43.0 \
+    --hash=sha256:224faffbc39c428cb095818cf6ef5511fdab6f7430a10783fdfb292ccf2852ca
+yarl==1.24.5 \
+    --hash=sha256:a33700d13d9b7d84fd10947b09ff69fb9a792e519c8cb9764a3ca70baa6c23a7
+yt-dlp==2026.7.4 \
+    --hash=sha256:f11f2b11d5a8ac4059f9bdf29fa4407dc7c6bb00c5097e95ca22a7a9db518266
+zipp==4.1.0 \
+    --hash=sha256:25ad4e16390cd314347dd8f1de67a2ac538ae658ed4ab9db16029c07c188e97f
diff --git a/winpython/portable/cycle_2026_04/requir.64-3_15_0_5slimfb3.txt b/winpython/portable/cycle_2026_04/requir.64-3_15_0_5slimfb3.txt
new file mode 100644
index 00000000..7b080cca
--- /dev/null
+++ b/winpython/portable/cycle_2026_04/requir.64-3_15_0_5slimfb3.txt
@@ -0,0 +1,778 @@
+absl-py==2.5.0 \
+    --hash=sha256:0f17b89f2a4eaaedc4f28c622998aa690564b3012a396a4ffad0821007fe03ba
+aiofile==3.12.3 \
+    --hash=sha256:5c1bcc9e929c50834608e8cc1a4cc1d7503eb60c15a535b779fd39e2f372c017
+aiofiles==25.1.0 \
+    --hash=sha256:abe311e527c862958650f9438e859c1fa7568a141b22abcd015e120e86a85695
+aiohappyeyeballs==2.7.1 \
+    --hash=sha256:9243213661e29250eb41368e5daa826fc017156c3b8a11440826b2e3ed376472
+aiosignal==1.4.0 \
+    --hash=sha256:053243f8b92b990551949e63930a839ff0cf0b0ebbe0597b0f3fb19e1a0fe82e
+aiosqlite==0.22.1 \
+    --hash=sha256:21c002eb13823fad740196c5a2e9d8e62f6243bd9e7e4a1f87fb5e44ecb4fceb
+alabaster==1.0.0 \
+    --hash=sha256:fc6786402dc3fcb2de3cabd5fe455a2db534b371124f1f21de8731783dec828b
+alembic==1.18.5 \
+    --hash=sha256:06d8ba9d04558022f5395e9317de03d270f3dced49cee01f89fe7a13c26f14bc
+altair==6.2.2 \
+    --hash=sha256:94014f8ad8617c3cb163d1137359cd6db5ba134b9b46d93cfd8b609fd245a583
+annotated-doc==0.0.5 \
+    --hash=sha256:117bac03a25ede5df5440e855b32d556049ca169ead221505badf432fed4b101
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+anthropic==1.11.0 \
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+anyio==4.14.2 \
+    --hash=sha256:9f505dda5ac9f0c8309b5e8bd445a8c2bf7246f3ce950121e45ea15bc41d1494
+anywidget==0.11.0 \
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+appdirs==1.4.4 \
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+argcomplete==3.7.2 \
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+argon2-cffi-bindings==26.1.0 \
+    --hash=sha256:1a0a29ed86960e44eaace7e081bdfab4f08b012fd96ec8edba71e2ad020939e4
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+asgi-csrf==0.11 \
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+asn1crypto==1.5.1 \
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+azure-core==1.41.0 \
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+baresql==1.0.0 \
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+py-key-value-aio==0.4.5 \
+    --hash=sha256:ab862adbcb8c72547d1c57821f22cbbb71ab86509039c96f36e914e0336c8dd7
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+    --hash=sha256:0cf3cae568d36aa9576b28dfb35f11328f1cb974ca7647d9475ebb86c75ac6e3
+uvicorn==0.51.0 \
+    --hash=sha256:5d38af6cd620f2ae3849fb44fd4879e0890aa1febe8d47eb355fb45d93fe6a5b
+vega-datasets==0.9.0 \
+    --hash=sha256:3d7c63917be6ca9b154b565f4779a31fedce57b01b5b9d99d8a34a7608062a1d
+waitress==3.0.2 \
+    --hash=sha256:c56d67fd6e87c2ee598b76abdd4e96cfad1f24cacdea5078d382b1f9d7b5ed2e
+watchdog==6.0.0 \
+    --hash=sha256:cbafb470cf848d93b5d013e2ecb245d4aa1c8fd0504e863ccefa32445359d680
+wcwidth==0.7.0 \
+    --hash=sha256:5d69154c429a82910e241c738cd0e2976fac8a2dd47a1a805f4afed1c0f136f2
+webcolors==25.10.0 \
+    --hash=sha256:032c727334856fc0b968f63daa252a1ac93d33db2f5267756623c210e57a4f1d
+webencodings==0.5.1 \
+    --hash=sha256:a0af1213f3c2226497a97e2b3aa01a7e4bee4f403f95be16fc9acd2947514a78
+websocket-client==1.9.0 \
+    --hash=sha256:af248a825037ef591efbf6ed20cc5faa03d3b47b9e5a2230a529eeee1c1fc3ef
+websockets==15.0.1 \
+    --hash=sha256:f7a866fbc1e97b5c617ee4116daaa09b722101d4a3c170c787450ba409f9736f
+werkzeug==3.1.8 \
+    --hash=sha256:63a77fb8892bf28ebc3178683445222aa500e48ebad5ec77b0ad80f8726b1f50
+whatthepatch==1.0.7 \
+    --hash=sha256:1b6f655fd31091c001c209529dfaabbabdbad438f5de14e3951266ea0fc6e7ed
+wheel==0.48.0 \
+    --hash=sha256:3217dcc807155e45db462d7ef2431f5ddda0d7273b700d05a67b271ceb1287ab
+widgetsnbextension==4.0.16 \
+    --hash=sha256:a31a8774885b96fe825462f5d6496166f0c7cae111195b6465c801d230eb5a4e
+wppm==17.13.20260913 \
+    --hash=sha256:86efc07a0c3c0ba9ca90d2f4b9dc6ffef0a258662b52f731b38655d871df76ca
+wrapt==2.4.0 \
+    --hash=sha256:85ed3c67fd39e8d9a36c224758cb6f2f4eb277d07ea677930caa0008c18ec002
+wsproto==1.3.2 \
+    --hash=sha256:61eea322cdf56e8cc904bd3ad7573359a242ba65688716b0710a5eb12beab584
+xarray==2026.7.0 \
+    --hash=sha256:bf9dd130b93806dc78e90c1b7ac24851b31557b888674c53622235691cf21824
+xlsxwriter==3.2.9 \
+    --hash=sha256:9a5db42bc5dff014806c58a20b9eae7322a134abb6fce3c92c181bfb275ec5b3
+xxhash==4.0.1 \
+    --hash=sha256:daade8936c4deaaf7b01561324ce438ba4f885d717e9adc62b4d67212ad7d7bd
+xyzservices==2026.3.0 \
+    --hash=sha256:503183d4b322bfebc3c50cdd21192aa3e81e36c5efbf9133d54ae82143e0576b
+yapf==0.43.0 \
+    --hash=sha256:224faffbc39c428cb095818cf6ef5511fdab6f7430a10783fdfb292ccf2852ca
+yarl==1.24.5 \
+    --hash=sha256:a33700d13d9b7d84fd10947b09ff69fb9a792e519c8cb9764a3ca70baa6c23a7
+yt-dlp==2026.7.4 \
+    --hash=sha256:f11f2b11d5a8ac4059f9bdf29fa4407dc7c6bb00c5097e95ca22a7a9db518266
+zipp==4.1.0 \
+    --hash=sha256:25ad4e16390cd314347dd8f1de67a2ac538ae658ed4ab9db16029c07c188e97f
diff --git a/winpython/portable/launchers_building/launchers_final_proposed/license.txt b/winpython/portable/launchers_building/launchers_final_proposed/license.txt
index da461f3b..49e00741 100644
--- a/winpython/portable/launchers_building/launchers_final_proposed/license.txt
+++ b/winpython/portable/launchers_building/launchers_final_proposed/license.txt
@@ -13,7 +13,7 @@ following license agreement.
 WinPython License Agreement (MIT License)
 -----------------------------------------
 
-Copyright (c) 2012 Pierre Raybaut, 2016+ WinPython team 
+Copyright (c) 2009-2013 Pierre Raybaut, 2014-2026+ WinPython team 
 
 Permission is hereby granted, free of charge, to any person
 obtaining a copy of this software and associated documentation
diff --git a/winpython/portable/launchers_building/launchers_src/LICENSE b/winpython/portable/launchers_building/launchers_src/LICENSE
index b3fb976c..54e2fe2c 100644
--- a/winpython/portable/launchers_building/launchers_src/LICENSE
+++ b/winpython/portable/launchers_building/launchers_src/LICENSE
@@ -8,7 +8,7 @@ DataLab-WinPython is a Python distribution for Windows:
 I. - WinPython License Agreement (MIT License)
 ----------------------------------------------
 
-Copyright (c) 2012 Pierre Raybaut, 2016+ WinPython team 
+Copyright (c) 2009-2013 Pierre Raybaut, 2014-2026+ WinPython team 
 
 Permission is hereby granted, free of charge, to any person
 obtaining a copy of this software and associated documentation
diff --git a/winpython/portable/launchers_building/launchers_src_original/LICENSE b/winpython/portable/launchers_building/launchers_src_original/LICENSE
index b3fb976c..54e2fe2c 100644
--- a/winpython/portable/launchers_building/launchers_src_original/LICENSE
+++ b/winpython/portable/launchers_building/launchers_src_original/LICENSE
@@ -8,7 +8,7 @@ DataLab-WinPython is a Python distribution for Windows:
 I. - WinPython License Agreement (MIT License)
 ----------------------------------------------
 
-Copyright (c) 2012 Pierre Raybaut, 2016+ WinPython team 
+Copyright (c) 2009-2013 Pierre Raybaut, 2014-2026+ WinPython team 
 
 Permission is hereby granted, free of charge, to any person
 obtaining a copy of this software and associated documentation
diff --git a/winpython/portable/launchers_final/license.txt b/winpython/portable/launchers_final/license.txt
index da461f3b..49e00741 100644
--- a/winpython/portable/launchers_final/license.txt
+++ b/winpython/portable/launchers_final/license.txt
@@ -13,7 +13,7 @@ following license agreement.
 WinPython License Agreement (MIT License)
 -----------------------------------------
 
-Copyright (c) 2012 Pierre Raybaut, 2016+ WinPython team 
+Copyright (c) 2009-2013 Pierre Raybaut, 2014-2026+ WinPython team 
 
 Permission is hereby granted, free of charge, to any person
 obtaining a copy of this software and associated documentation
diff --git a/winpython_builds.toml b/winpython_builds.toml
index 19f54415..ac22b529 100644
--- a/winpython_builds.toml
+++ b/winpython_builds.toml
@@ -62,8 +62,8 @@ wheelhousereq = "requirements_whl.txt"
 
 [pythons."313"]
 python_target_release = "31315"
-release = "0"
-my_release_level = "b3"
+release = "1"
+my_release_level = "b1"
 builds = ["dot", "slim"]
 
 # A Python that names a requirements file its own way says so here:
@@ -72,20 +72,25 @@ builds = ["dot", "slim"]
 
 [pythons."314"]
 python_target_release = "3147"
-release = "0"
-my_release_level = "b3"
+release = "1"
+my_release_level = "b1"
 builds = ["dot", "dotf", "slim", "slimf"]
 
 [pythons."314".overrides.slimf]
 bytecode = "none"
+# tornado ships one cp39-abi3 wheel, which no free-threaded interpreter matches,
+# so this flavor alone still needs the sdist fallback. The maintainer expects
+# free-threaded wheels during the 2026-04 cycle (tornadoweb/tornado#3501):
+# drop this line then, and every build is wheels-only.
+only_binary = false
 
 # [pythons."314".overrides.slim]
 # create_installer = ".7z-mx7"
 
 [pythons."315"]
 python_target_release = "3150"
-release = "4"
-my_release_level = "b3"
+release = "5"
+my_release_level = "b1"
 builds = ["dot", "dotf", "slim", "slimf"]
 
 # [pythons."315".overrides.slim]
diff --git a/wppm/__init__.py b/wppm/__init__.py
index 9d279fc4..b4f744a5 100644
--- a/wppm/__init__.py
+++ b/wppm/__init__.py
@@ -3,7 +3,7 @@
 WinPython License Agreement (MIT License)
 -----------------------------------------
 
-Copyright (c) 2012-2013 Pierre Raybaut
+Copyright (c) 2009-2013 Pierre Raybaut
 Copyright (c) 2014-2026+  The Winpython development team https://github.com/winpython/
 
 Permission is hereby granted, free of charge, to any person
@@ -28,6 +28,6 @@
 OTHER DEALINGS IN THE SOFTWARE.
 """
 
-__version__ = '17.12.20260816'
+__version__ = '17.13.20260913'
 __license__ = __doc__
 __project_url__ = 'http://winpython.github.io/'
diff --git a/wppm/diff.py b/wppm/diff.py
index 7d62a351..20b2ab54 100644
--- a/wppm/diff.py
+++ b/wppm/diff.py
@@ -94,17 +94,31 @@ def compare_markdown_section_pairs(md1, md2, header_pairs, label1="Input1", labe
             text += f"\n## {label1} [{h1}] vs {label2} [{h2}]\n\n{diff}\n"
     return text
 
+def index_title(file1, file2):
+    """## Changes from <first index> to <second index>.
+
+    Comparing two files says nothing about which two, and the direction
+    matters: every upgrade line is written "old -> new", so a reader who has
+    the pair the wrong way round sees every upgrade as a downgrade. The version
+    mode gets this from the versions it was handed; the file mode has only the
+    names, so it uses them, without directory or extension.
+    """
+    name = lambda f: Path(f).stem
+    return f"## Changes from {name(file1)} to {name(file2)}\n"
+
+
 def compare_files(file1, file2, mode="full", header1=None, header2=None, header_pairs=None):
     with open(file1, encoding=utils.guess_encoding(file1)[0]) as f1, \
          open(file2, encoding=utils.guess_encoding(file2)[0]) as f2:
         md1, md2 = f1.read(), f2.read()
     if mode == "full":
-        result = ""
+        result = index_title(file1, file2) + "\n"
         for k in PackageIndex.HEADERS:
             result += compare_markdown_sections(md1, md2, k, k, file1, file2) + "\n"
         return result
     elif mode == "section":
-        return compare_markdown_sections(md1, md2, header1, header2, file1, file2)
+        return (index_title(file1, file2) + "\n"
+                + compare_markdown_sections(md1, md2, header1, header2, file1, file2))
     elif mode == "pairs":
         return compare_markdown_section_pairs(md1, md2, header_pairs, file1, file2)
     else:
@@ -112,12 +126,38 @@ def compare_files(file1, file2, mode="full", header1=None, header2=None, header_
 
 # --- ORIGINAL/HISTORICAL VERSION-TO-VERSION COMPARISON ---
 
+def changelog_versions(searchdir, flavor="", architecture=64):
+    """The changelogs on disk, as (parsed version, version string, file name).
+
+    The file name is the only source of the version, so the pattern has to
+    accept everything a WinPython version can be. It used to be digits and
+    dots, which silently dropped any release level: 3.14.7.1b1 is a perfectly
+    ordinary PEP 440 version -- it sorts after 3.14.7.0 and before 3.14.7.1 --
+    but no b1 changelog was ever visible to the comparison. Now the name is
+    handed to the version parser, which also drops the _History companions and
+    anything else in the directory that is not a changelog, since they do not
+    parse as versions.
+    """
+    pattern = re.compile(rf"WinPython{re.escape(flavor)}-{architecture}bit-(.+)\.(?:txt|md)$")
+    found = []
+    for name in os.listdir(searchdir):
+        match = pattern.match(name)
+        if not match:
+            continue
+        try:
+            found.append((version.parse(match.group(1)), match.group(1), name))
+        except version.InvalidVersion:
+            continue
+    return found
+
 def find_previous_version(target_version, searchdir=None, flavor="", architecture=64):
     search_dir = Path(searchdir) if searchdir else CHANGELOGS_DIR
-    pattern = re.compile(rf"WinPython{flavor}-{architecture}bit-([0-9\.]+)\.(txt|md)")
-    versions = [pattern.match(f).group(1) for f in os.listdir(search_dir) if pattern.match(f)]
-    versions = [v for v in versions if version.parse(v) < version.parse(target_version)]
-    return max(versions, key=version.parse, default=target_version)
+    target = version.parse(target_version)
+    earlier = [
+        (parsed, raw) for parsed, raw, _ in changelog_versions(search_dir, flavor, architecture)
+        if parsed < target
+    ]
+    return max(earlier, default=(None, target_version))[1]
 
 def load_version_markdown(version, searchdir, flavor="", architecture=64):
     filename = Path(searchdir) / f"WinPython{flavor}-{architecture}bit-{version}.md"
@@ -132,7 +172,6 @@ def compare_package_indexes(version2, version1=None, searchdir=None, flavor="",
     flavor1 = flavor1 or flavor
     md1 = load_version_markdown(version1, searchdir, flavor1, architecture)
     md2 = load_version_markdown(version2, searchdir, flavor, architecture)
-    result = f"# WinPython {architecture}bit {version2}{flavor} vs {version1}{flavor1}\n"
     result = (
         f"## History of changes for WinPython-{architecture}bit {version2 + flavor}\r\n\r\n"
         f"The following changes were made to WinPython-{architecture}bit distribution since version {version1 + flavor1}.\n\n\n"
@@ -142,13 +181,16 @@ def compare_package_indexes(version2, version1=None, searchdir=None, flavor="",
         result += compare_markdown_sections(md1, md2, k, k, version1, version2) + "\n"
     return result+ "\n\n* * *\n"
 
-def copy_changelogs(version, searchdir, flavor="", architecture=64, basedir=None):
-    """Copy all changelogs for a major.minor version into basedir."""
-    basever = ".".join(str(version).split(".")[:2])
-    pattern = re.compile(rf"WinPython{flavor}-{architecture}bit-{basever}[0-9\.]*\.(txt|md)")
+def copy_changelogs(target_version, searchdir, flavor="", architecture=64, basedir=None):
+    """Copy all changelogs for a major.minor version into basedir.
+
+    Selected on the parsed version rather than a string prefix, so a release
+    level comes along and 3.1 cannot pick up 3.15.
+    """
+    basever = version.parse(str(target_version)).release[:2]
     dest = Path(basedir)
-    for fname in os.listdir(searchdir):
-        if pattern.match(fname):
+    for parsed, _, fname in changelog_versions(searchdir, flavor, architecture):
+        if parsed.release[:2] == basever:
             shutil.copyfile(Path(searchdir) / fname, dest / fname)
 
 def write_changelog(version2, version1=None, searchdir=None, flavor="", architecture=64, basedir=None):
@@ -164,19 +206,25 @@ def write_changelog(version2, version1=None, searchdir=None, flavor="", architec
         shutil.copyfile(output_file, Path(basedir) / output_file.name)
 
 def print_usage():
+    # "python diff.py" cannot work -- the relative imports need the package --
+    # so every line says how it is really run
     print("Usage:")
-    print("  python diff.py file1.md file2.md")
-    print("    - Compare all sections of two markdown files.")
-    print("  python diff.py file1.md file2.md --section header1 header2")
+    print("  wppm -diff file1.md file2.md   (or: python -m wppm.diff file1.md file2.md)")
+    print("    - Compare all sections of two package indexes, in any order or flavor.")
+    print("  python -m wppm.diff file1.md file2.md --section header1 header2")
     print("    - Compare section 'header1' of file1 with section 'header2' of file2.")
-    print("  python diff.py file1.md file2.md --pairs header1a header2a [header1b header2b ...]")
-    print("    - Compare pairs of sections. Example: python diff.py f1.md f2.md --pairs python wheelhouse tools tools")
-    print("  python diff.py <version2> <version1> [searchdir] [flavor] [architecture]")
-    print("    - Compare WinPython markdown changelogs by version (historical mode).")
-    print("  python diff.py --write-changelog <version2> <version1> [searchdir] [flavor] [architecture] [basedir]")
-    print("    - Write changelog between version1 and version2 to file (and optionally copy to basedir).")
+    print("  python -m wppm.diff file1.md file2.md --pairs header1a header2a [header1b header2b ...]")
+    print("    - Compare pairs of sections. Example: --pairs python wheelhouse tools tools")
+    print("  python -m wppm.diff <version2> <version1> [searchdir] [flavor] [architecture]")
+    print("    - Compare WinPython package indexes by version, from a changelogs directory.")
+    print("  python -m wppm.diff --write-changelog <version2> <version1> [searchdir] [flavor] [architecture] [basedir]")
+    print("    - Write that comparison to a file (and optionally copy it to basedir).")
 
 if __name__ == "__main__":
+    # every upgraded package prints an arrow, and a Windows console is cp1252,
+    # so the default encoding turned "compare two releases" into a traceback
+    if hasattr(sys.stdout, "reconfigure"):
+        sys.stdout.reconfigure(encoding="utf-8", errors="replace")
     args = sys.argv
     if len(args) >= 3 and all(arg.lower().endswith('.md') for arg in args[1:3]):
         file1, file2 = args[1], args[2]
diff --git a/wppm/wppm.py b/wppm/wppm.py
index 3eae525c..b0590957 100644
--- a/wppm/wppm.py
+++ b/wppm/wppm.py
@@ -81,8 +81,8 @@ def render_markdown_for_list(self, title, items):
         return md
     
     def get_package_index_data(self, python_executable_directory: str|None = None, winpyver2: str|None = None,
-                                         flavor: str|None = None, architecture_bits: int|None = None
-                                         , release_level: str|None = None, wheeldir: str|None = None) -> dict:
+                                         flavor: str|None = None, release_level: str|None = None,
+                                         wheeldir: str|None = None) -> dict:
         """Collects the package index data: distribution identity, tools, packages, wheelhouse."""
         my_ver , my_arch = utils.get_python_infos(python_executable_directory or self.target)
         my_winpyver2 = winpyver2 or os.getenv("WINPYVER2","")
@@ -114,10 +114,10 @@ def get_package_index_data(self, python_executable_directory: str|None = None, w
         }
 
     def generate_package_index_markdown(self, python_executable_directory: str|None = None, winpyver2: str|None = None,
-                                         flavor: str|None = None, architecture_bits: int|None = None
-                                         , release_level: str|None = None, wheeldir: str|None = None) -> str:
+                                         flavor: str|None = None, release_level: str|None = None,
+                                         wheeldir: str|None = None) -> str:
         """Generates a Markdown formatted package index page."""
-        data = self.get_package_index_data(python_executable_directory, winpyver2, flavor, architecture_bits, release_level, wheeldir)
+        data = self.get_package_index_data(python_executable_directory, winpyver2, flavor, release_level, wheeldir)
         d = data["distribution"]
         as_tuples = lambda items: [(i["name"], i["url"], i["version"], i["summary"]) for i in items]
 
@@ -345,6 +345,8 @@ def main(test=False):
     parser.add_argument("-ls", "--list", action="store_true", help="list installed packages matching [optional] expression: wppm -ls, wppm -ls pand")
     parser.add_argument("-lsa", dest="all", action="store_true",help=f"list details of packages matching [optional]  expression: wppm -lsa pandas -l1")
     parser.add_argument("-md", dest="markdown", action="store_true",help=f"markdown summary of the installation")
+    parser.add_argument("-diff", dest="diff", nargs=2, metavar=("INDEX1", "INDEX2"), default=None,
+                        help="compare two package indexes, whichever two you choose: wppm -diff WinPythonslim-64bit-3.13.5.0.md WinPythonslim-64bit-3.14.7.0.md\nany two releases or flavors, in either direction -- they need not be consecutive")
     parser.add_argument("-p",dest="pipdown",action="store_true",help="show Package (!= missing) dependencies of the given package[option], [.]=all: wppm -p pandas[.]")
     parser.add_argument("-r", dest="pipup", action="store_true", help=f"show Reverse (!= constraining) dependancies of the given package[option]: wppm -r pytest![test]")
     parser.add_argument("-tl", "--top-level", action="store_true", help="keep only the entries no other entry pulls in, sorted: wppm -tl, wppm requirements.txt -tl -v\nwith -p or -r, start the tree from them instead of every package: wppm -tl -p")
@@ -355,6 +357,17 @@ def main(test=False):
     parser.add_argument("-u", "--uninstall", action="store_true", help="uninstall package  (use pip for more features)")
 
     args = parser.parse_args()
+    if args.diff:
+        # no distribution involved: this reads two files. The indexes are in
+        # the changelogs/ directory of the winpython repository, one per
+        # release and flavor, and any two of them can be compared.
+        # utf-8 here and not just errors="replace": an upgrade is written
+        # "1.2.3 → 1.2.4", and replacing that arrow with "?" is most of the
+        # output on a page whose whole subject is upgrades.
+        if sys.stdout and hasattr(sys.stdout, "reconfigure"):
+            sys.stdout.reconfigure(encoding="utf-8", errors="replace")
+        print(diff.compare_files(*args.diff))
+        sys.exit()
     targetpython = None
     if args.target and args.target != sys.prefix:
         targetpython = args.target if args.target.lower().endswith('.exe') else str(Path(args.target) / 'python.exe')