JuliaSmoothOptimizers /LinearOperators.jl
Linear Operators for Julia
Julia214
preconditioner 开源项目推荐（25 个）
preconditioner 话题在 GitHub 上没有填写简介，这里按 Star 数汇总最相关的热门仓库。
20收录项目
830Star 总量
6覆盖语言
相关标签
热门项目 前 20
按 Star 数排序展示前 20 个 · GitHub 共 25 个仓库
lixilinx /psgd_torch
预条件随机梯度下降的 Pytorch 实现（Kron 与仿射预条件器、低秩近似预条件器及更多）
Python208
pghysels /STRUMPACK
Structured Matrix Package (LBNL)
C++204
ChunyuanLI /pSGLD
AAAI & CVPR 2016: Preconditioned Stochastic Gradient Langevin Dynamics (pSGLD)
MATLAB36
lixilinx /psgd_tf
Tensorflow implementation of preconditioned stochastic gradient descent
Python33
mcovalt /ILUZero.jl
A Julia implementation of incomplete LU factorization with zero level of fill in.
Julia30
jsappl /DeepPreconditioning
Design preconditioners with a CNN to accelerate the conjugate gradient method.
Python30
david-m-rosen /Preconditioners
A set of useful algebraic preconditioners for iterative numerical linear-algebraic methods.
C++20
styvon /cPCG
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.
C++10
AlgOptGroup /apxchol
Parallel approximate-Cholesky preconditioner and PCG solver for graph-Laplacian and SDDM linear systems (C++23, OpenMP/CUDA, Python bindings)
C++9
huiscliu /itsol
ITerative SOLvers package
C8
hifirworks /hifir
Hybrid-Incomplete-Factorization preconditioners with Iterative Refinements for KSP solvers.
C++8
mayrmt /tutorial_block_preconditioning_in_4C
Tutorial material for Trilinos-based preconditioning in 4C
TeX5
geneo4PETSc /geneo4PETSc
geneo4PETSc - implementation of the GenEO preconditioner with PETSc and SLEPc.
C++4
pdx-2019-multigrid /Barry
Project that explores parallel preconditioned conjugate gradient method
C++3
VLSF /neuralBPX
Direct optimisation of BPX preconditioners
Julia2
control-toolbox /GeometricPreconditioner.jl
Geometric preconditioner for indirect shooting
Julia2
hifirworks /hifir4m
MATLAB/Octave interface for HIFIR (https://github.com/hifirworks/hifir)
MATLAB2
hifirworks /hifir4py
Python interface for HIFIR (https://github.com/hifirproject/hifir)
Python1
MWillettM /Preconditioned-conjugate-gradient-algorithm-for-high-dimensional-data
Python Implementation of the preconditioned conjugate gradient algorithm
Python1
关于这个话题
- 清单取自 GitHub 话题页并按 Star 数排序，每次展示前 20 个项目；原始页面见 https://github.com/topics/preconditioner。
- 该话题在 GitHub 上共有 25 个仓库， 本站收录的是其中最热门的 20 个，不是全量列表。
- Star / Fork 每日自动刷新一次，实时数据以 GitHub 为准。
- 当前 20 个项目累计 830 Star，覆盖 6 种主要语言，数据更新于 2026-11-11。
- 中文介绍来自 GitHub 官方话题说明（github/explore）的机器翻译，可点「查看原文」对照；译文缺失时会先展示原文。