Linear Operators for Julia
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Jul 21, 2026 - Julia
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preconditioner
Here are 24 public repositories matching this topic...
Pytorch implementation of preconditioned stochastic gradient descent (Kron and affine preconditioner, low-rank approximation preconditioner and more)
deep-learning pytorch lie-groups optimization-algorithms stochastic-gradient-descent preconditioner low-rank-approximation kronecker-factored-approximation second-order-optimization affine-group hessian-vector-product newton-schulz
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May 30, 2026 - Python
Structured Matrix Package (LBNL)
hpc linear-algebra linear-systems sparse-linear-systems sparse-matrix preconditioner hss matrix-computations dense-matrices
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Sep 10, 2026 - C++
AAAI & CVPR 2016: Preconditioned Stochastic Gradient Langevin Dynamics (pSGLD)
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Sep 16, 2018 - MATLAB
Tensorflow implementation of preconditioned stochastic gradient descent
deep-learning tensorflow lie-groups optimization-algorithms stochastic-gradient-descent preconditioner low-rank-approximation second-order-optimization affine-group hessian-vector-product
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Nov 23, 2023 - Python
A Julia implementation of incomplete LU factorization with zero level of fill in.
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Feb 8, 2023 - Julia
Design preconditioners with a CNN to accelerate the conjugate gradient method.
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Jul 2, 2025 - Python
A set of useful algebraic preconditioners for iterative numerical linear-algebraic methods.
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Jul 23, 2022 - C++
R package for solving system of linear equations using (preconditioned) conjugate gradient algorithm, with improved efficiency using C++ Armadillo linear algebra library, and flexibility for user-specified preconditioning method.
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Apr 16, 2019 - C++
ITerative SOLvers package
math linear-algebra solver mathematics linear sparse-linear-systems computing sparse-matrix krylov gmres preconditioner sparse-linear-solver bicgstab fgmres bicgstabl iluk ilut iluc
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Mar 25, 2019 - C
Hybrid-Incomplete-Factorization preconditioners with Iterative Refinements for KSP solvers.
linear-algebra applied-mathematics preconditioner singular-system krylov-subspace-methods ill-conditioned-systems
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Nov 27, 2022 - C++
Parallel approximate-Cholesky preconditioner and PCG solver for graph-Laplacian and SDDM linear systems (C++23, OpenMP/CUDA, Python bindings)
graph-algorithms eigen cuda sddm scientific-computing pcg sparse-matrix laplacian preconditioner cholesky linear-solver
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Sep 10, 2026 - C++
Tutorial material for Trilinos-based preconditioning in 4C
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Aug 1, 2025 - TeX
geneo4PETSc - implementation of the GenEO preconditioner with PETSc and SLEPc.
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Jan 21, 2019 - C++
Project that explores parallel preconditioned conjugate gradient method
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Sep 22, 2019 - C++
Geometric preconditioner for indirect shooting
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May 25, 2026 - Julia
Direct optimisation of BPX preconditioners
machine-learning multigrid numerical-analysis stochastic-gradient-descent preconditioning preconditioner numerical-linear-algebra bpx
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Mar 17, 2022 - Julia
MATLAB/Octave interface for HIFIR (https://github.com/hifirworks/hifir)
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Sep 16, 2021 - MATLAB
Python interface for HIFIR (https://github.com/hifirproject/hifir)
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Aug 30, 2021 - Python
Python Implementation of the preconditioned conjugate gradient algorithm
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Oct 23, 2024 - Python
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