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GitHub topics: sparse-linear-solver

real-space/AngstromCube

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

Language: C++ - Size: 33.2 MB - Last synced at: 9 days ago - Pushed at: 9 days ago - Stars: 7 - Forks: 2

rwl/lufact_rs

Sparse LU factorization with partial pivoting in Rust

Language: Rust - Size: 162 KB - Last synced at: 8 days ago - Pushed at: almost 2 years ago - Stars: 2 - Forks: 0

th1275/sparse_numba

A customized sparse solver wrapper with Numba compatibility

Language: Python - Size: 15.8 MB - Last synced at: 6 days ago - Pushed at: 2 months ago - Stars: 6 - Forks: 1

flaport/klujax

Solve sparse linear systems in JAX using the KLU algorithm

Language: Python - Size: 410 KB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 35 - Forks: 4

OpenMendel/MendelIHT.jl

Iterative hard thresholding for l0 penalized regression

Language: Julia - Size: 119 MB - Last synced at: 22 days ago - Pushed at: almost 2 years ago - Stars: 23 - Forks: 4

DhruvSrikanth/Conjugate-Gradient-Simulation

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.

Language: C++ - Size: 801 KB - Last synced at: 2 months ago - Pushed at: about 3 years ago - Stars: 1 - Forks: 0

sergiud/SuiteSparse

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

Language: C - Size: 113 MB - Last synced at: 21 days ago - Pushed at: 21 days ago - Stars: 53 - Forks: 17

gordonkoerner1/Gordo_cuda

Library of Cython Wrappers for the NVIDIA API

Language: Python - Size: 14.6 KB - Last synced at: about 1 month ago - Pushed at: 11 months ago - Stars: 1 - Forks: 1

real-space/tfQMRgpu

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

Language: C++ - Size: 918 KB - Last synced at: 7 months ago - Pushed at: 7 months ago - Stars: 9 - Forks: 1

huiscliu/sxamg

Algebraic Multigrid (AMG) Solver Library

Language: C - Size: 767 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 19 - Forks: 4

hiroyuki-kasai/SparseGDLibrary

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

Language: Matlab - Size: 22.3 MB - Last synced at: over 2 years ago - Pushed at: over 6 years ago - Stars: 41 - Forks: 27

DhruvSrikanth/MapReduceSparseSolver

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

Language: Go - Size: 3.53 MB - Last synced at: about 1 month ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 0

huiscliu/itsol

ITerative SOLvers package

Language: C - Size: 910 KB - Last synced at: over 2 years ago - Pushed at: over 6 years ago - Stars: 2 - Forks: 1

cfwen/SuiteSparse

a mirror of SuiteSparse

Language: C - Size: 26.2 MB - Last synced at: about 1 year ago - Pushed at: about 8 years ago - Stars: 0 - Forks: 0

frenkowski/Cholesky_Decomposition

Comparison of Sparse Linear Systems solvers via Cholesky Decomposition.

Language: Python - Size: 4.66 MB - Last synced at: over 2 years ago - Pushed at: about 3 years ago - Stars: 0 - Forks: 0

Technologicat/PySPQR Fork of yig/PySPQR

Python wrapper for the sparse QR decomposition in SuiteSparseQR.

Language: Python - Size: 64.5 KB - Last synced at: over 2 years ago - Pushed at: almost 8 years ago - Stars: 0 - Forks: 1

Related Keywords
sparse-linear-solver 16 sparse-linear-systems 10 sparse-matrix 6 solver 4 linear-algebra 3 python 3 poisson-equation 2 optimization-algorithms 2 cuda 2 tfqmr 2 optimization 2 sparse-matrices 2 openmp 2 suitesparse 2 linear-solvers 2 high-performance-computing 2 krylov 2 c 2 machine-learning 1 machine-learning-algorithms 1 matrix-completion 1 proximal-algorithms 1 proximal-operators 1 sparse-regression 1 wrapper 1 logistic-regression 1 lasso-regression 1 lasso 1 gradient-descent 1 elasticnet 1 coordinate-descent 1 big-data 1 algorithms 1 admm 1 solver-library 1 multigrid 1 multi-grid 1 fasp 1 amg-solvers 1 amg 1 model-selection 1 scipy 1 qr-factorisation 1 qr-decomposition 1 python34 1 python3 1 python27 1 python2 1 numpy 1 bindings 1 choles 1 external 1 preconditioner 1 mathematics 1 math 1 linear 1 ilut 1 iluk 1 iluc 1 gmres 1 fgmres 1 computing 1 bicgstabl 1 bicgstab 1 parallel-programming 1 map-reduce 1 hpc 1 golang 1 go 1 conjugate-gradient-optimization 1 support-vector-machines 1 julia 1 gwas 1 glm 1 genetic-algorithms 1 solve 1 klu-algorithm 1 klu 1 jax 1 autograd 1 numba-jit-compiler 1 lu-decomposition 1 gilbert-peierls 1 spectrum 1 pseudopotential 1 projector-augmented-wave 1 non-collinear-magnetism 1 mpi-parallelization 1 local-density-approximation 1 hamiltonian 1 gpu-acceleration 1 finite-difference 1 electronic-structure-calculations 1 electronic-structure 1 electron-density 1 density-functional-theory 1 cuda-programming 1 algebraic-multi-grid 1 algebraic 1 unified-memory 1