Parallelize Python loops by adding two comments - and it's guaranteed bit-identical to running sequentially. Same floats, same order. No rewrite, no locks, no wrong answers.
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Sep 7, 2026 - Python
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no-gil
Here are 14 public repositories matching this topic...
Physics engine bridge for Python built upon Jolt Physics
python c gamedev cpp robotics simulation physics physics-engine collision-detection jolt physics-simulation 3d c23 jolt-physics free-threading no-gil
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Sep 13, 2026 - C
ThreadFactory is a concurrency framework for Python 3.13+ (No-GIL). It provides custom Work future objects and thread-safe collections, laying the foundation for scalable parallel execution in modern Python.
python high-performance concurrency parallel-computing multithreading python3 threading thread-safety threads futures thread-safe multithreading-framework nogil threading-library multithreading-python task-execution free-threading python313 no-gil freethreading
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Sep 11, 2025 - Python
High-performance columnar DataFrame library for TokenVector in .NET 8 / C# 12, featuring SIMD, Apache Arrow layouts, and No-GIL multi-threading.
data-science csharp dotnet multithreading simd high-performance-computing dataframe apache-arrow data-sicence no-gil asof-join tokenvector
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Sep 13, 2026 - C#
The fastest way to render in Python. Modern OpenGL 4.6, Multi-Draw Indirect, Bindless Textures, and Free-Threading.
python machine-learning opengl graphics-engine reinforcement-learning high-performance game-development c-extension compute-shaders azdo headless-rendering bindless-textures no-gil
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Apr 25, 2026 - C
Just-In-Time Compiler for AI Agent Trajectories. Compiles multi-step LLM workflows into 0.08ms deterministic Python code with zero token cost.
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Sep 15, 2026 - Python
High-performance Dependency Graph Runtime for Python 3.14+, combining thread-safe DI, scoped lifecycles, dynamic composition, and runtime introspection for free-threaded applications.
python dependency-injection architecture concurrency scoped dependency-graph scopes di-container inversion-of-control ioc-container di-containers lifecycle-management dependency-resolution thread-safe service-container inversion-of-control-container service-containers free-threaded-python no-gil dependency-graph-runtime
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Sep 13, 2026 - Python
A Python runtime written in Rust: a tiered JIT for running, an AOT compiler that emits Rust for shipping.
python programming-language rust performance interpreter compiler runtime jit cpython python-runtime aot-compiler no-gil
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Sep 11, 2026 - Rust
Multi-Event-Loop Engine & Concurrency Toolkit for Python 3.14t (Free-Threaded / No-GIL)
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Aug 21, 2026 - Python
PyIsolate is a multi-tenant Python execution fabric built on free-threaded CPython, where subinterpreters become cheap, parallel execution cells and policy/runtime machinery makes them operationally usable.
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Aug 15, 2026 - Python
Staged Event-Driven Architecture Bus - A form of message bus avoiding the high overhead of thread-based concurrency models where channels get their own inbound and outbound queues.
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Sep 13, 2026 - Python
Universal Candlestick & AI Pattern Scanner powered by TA-Lib, yfinance, PyPy (3.8-3.11), No-GIL (3.13t-3.15t) & CPython (3.8-3.15)
python finance pattern-recognition pypy technical-analysis windows-7 algorithmic-trading ta-lib backtesting yfinance candlestick-patterns free-threaded no-gil candlestick-scanner
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Sep 15, 2026 - Python
Lifecycle management and discovery for a set of services over a message bus in Python.
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Sep 14, 2026 - Python
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