sparse-linear-solver

Star

Here are 17 public repositories matching this topic...

Language:All

Filter by language

All17 Python5 C4 C++3 Rust2 Go1 Julia1 MATLAB1

Sort:Most stars

Sort options

Most stars Fewest stars Most forks Fewest forks Recently updated Least recently updated

hiroyuki-kasai /SparseGDLibrary

Star55

MATLAB library of gradient descent algorithms for sparse modeling: Version 1.0.3

machine-learning big-data algorithms optimization machine-learning-algorithms solver lasso logistic-regression gradient-descent support-vector-machines admm proximal-algorithms proximal-operators sparse-regression optimization-algorithms matrix-completion elasticnet lasso-regression coordinate-descent sparse-linear-solver

UpdatedNov 20, 2018
MATLAB

ruvnet /sublinear-time-solver

Star54

Rust + WASM sublinear-time solver for asymmetric diagonally dominant systems. Exposes Neumann series, push, and hybrid random-walk algorithms with npm/npx CLI and Flow-Nexus HTTP streaming for swarm cost propagation and verification.

pagerank-algorithm scientific-computing sparse-linear-solver numerical-linear-algebra rust-wasm iterative-solvers graph-laplacian sublinear-algorithms temporal-computing model-context-protocol mcp-tools diagonally-dominant conjugate-gradient-method neumann-series network-flow-optimization sparse-matrix-computation edge-computing-algorithms asymmetric-matrices distributed-solvers

UpdatedOct 7, 2025
Rust

sergiud /SuiteSparse

Star53

SuiteSparse: a suite of sparse matrix packages by@DrTimothyAldenDavis et al. with native CMake support

linear-algebra matrix-factorization sparse-linear-systems sparse-matrices sparse-linear-solver

UpdatedDec 16, 2025
C

flaport /klujax

Star36

Solve sparse linear systems in JAX using the KLU algorithm

python solver autograd sparse-linear-systems sparse-matrix suitesparse sparse-matrices sparse-linear-solver solve jax klu klu-algorithm

UpdatedMay 13, 2025
Python

OpenMendel /MendelIHT.jl

Star23

Iterative hard thresholding for l0 penalized regression

gwas sparsity julia regression model-selection multivariate glm genetic-algorithms multivariate-regression sparse-linear-solver

UpdatedSep 15, 2023
Julia

huiscliu /sxamg

Star21

Algebraic Multigrid (AMG) Solver Library

linear-algebra solver amg sparse-linear-systems sparse-matrix algebraic krylov multigrid sparse-linear-solver multi-grid fasp algebraic-multi-grid amg-solvers solver-library

UpdatedJan 16, 2024
C

real-space /tfQMRgpu

Star10

A CUDA implementation of the transpose-free Quasi-Minimal Residual method

c library cplusplus fortran gpu cuda complex-numbers gpu-computing sparse-linear-systems multiprecision sparse-matrix linear-solvers sparse-linear-solver iterative-algorithms block-sparsity sparse-unified-memory tfqmr

UpdatedSep 2, 2025
C++

real-space /AngstromCube

Star8

A parallel and GPU-accelerated Code for Real-Space All-Electron Linear-Scaling Density Functional Theory

spectrum openmp density-functional-theory gpu-acceleration finite-difference sparse-linear-systems electron-density sparse-matrix hamiltonian linear-solvers electronic-structure electronic-structure-calculations sparse-linear-solver pseudopotential cuda-programming projector-augmented-wave mpi-parallelization non-collinear-magnetism local-density-approximation tfqmr

UpdatedNov 21, 2025
C++

huiscliu /itsol

Star7

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

UpdatedMar 25, 2019
C

th1275 /sparse_numba

Star6

A customized sparse solver wrapper with Numba compatibility

sparse-linear-solver numba-jit-compiler

UpdatedApr 25, 2025
Python

rwl /lufact_rs

Star2

Sparse LU factorization with partial pivoting in Rust

sparse-linear-systems lu-decomposition sparse-linear-solver gilbert-peierls

UpdatedSep 8, 2023
Rust

DhruvSrikanth /Conjugate-Gradient-Simulation

Star1

In this repository, you will find a serial, shared-memory parallel, distributed-memory parallel and hybrid implementations of the conjugate gradient optimization simulation. This is a sparse linear solver optimized using the second-order poisson equation.

c cpp optimization openmp mpi multithreading high-performance-computing conjugate-gradient optimization-algorithms poisson-equation simulation-modeling sparse-linear-solver shared-memory-parallel distributed-memory-parallel dense-solver

UpdatedJun 6, 2022
C++

Technologicat /PySPQR

Star0

Python wrapper for the sparse QR decomposition in SuiteSparseQR.

python wrapper numpy python3 bindings scipy sparse-linear-systems python2 sparse-matrix python27 python34 suitesparse qr-decomposition sparse-linear-solver qr-factorisation

UpdatedAug 31, 2017
Python

AkshayK325 /torch_sparse_solve_autograd

Star0

A PyTorch library for differentiable sparse linear system solvers with automatic differentiation support.

solver torch pytorch sparse sparse-matrix sparse-linear-solver linear-system-solver backward-differentiation scipy-sparse

UpdatedDec 1, 2025
Python

cfwen /SuiteSparse

Star0

a mirror of SuiteSparse

external sparse-linear-solver

UpdatedJun 7, 2017
C

DhruvSrikanth /MapReduceSparseSolver

Star0

An Go native implementation of the Map Reduce parallel framework for a sparse linear solver utilizing conjugate gradient to solve the Poisson equation.

go golang hpc map-reduce high-performance-computing poisson-equation parallel-programming sparse-linear-solver conjugate-gradient-optimization