sparse-linear-solver

There are 1 repository under sparse-linear-solver topic.

hiroyuki-kasai / SparseGDLibrary
MATLAB library of gradient descent algorithms for sparse modeling: Version 1.0.3
optimization optimization-algorithms machine-learning-algorithms machine-learning big-data gradient-descent sparse-linear-solver sparse-regression lasso-regression lasso elasticnet solver algorithms admm proximal-algorithms proximal-operators logistic-regression matrix-completion coordinate-descent support-vector-machines
Language:MATLAB 52
sergiud / SuiteSparse
SuiteSparse: a suite of sparse matrix packages by @DrTimothyAldenDavis et al. with native CMake support
linear-algebra matrix-factorization sparse-matrices sparse-linear-systems sparse-linear-solver
Language:C 50
flaport / klujax
Solve sparse linear systems in JAX using the KLU algorithm
autograd jax klu klu-algorithm python solve solver sparse-linear-solver sparse-linear-systems sparse-matrices sparse-matrix suitesparse
Language:Python 30
OpenMendel / MendelIHT.jl
Iterative hard thresholding for l0 penalized regression
julia gwas model-selection genetic-algorithms glm multivariate regression sparsity multivariate-regression sparse-linear-solver
Language:Julia 22
huiscliu / sxamg
Algebraic Multigrid (AMG) Solver Library
amg algebraic solver krylov algebraic-multi-grid multigrid multi-grid amg-solvers fasp solver-library sparse-matrix sparse-linear-solver sparse-linear-systems linear-algebra
Language:C 20
tfQMRgpu
real-space / tfQMRgpu
A CUDA implementation of the transpose-free Quasi-Minimal Residual method
linear-solvers gpu cuda block-sparsity complex-numbers multiprecision library fortran c cplusplus iterative-algorithms gpu-computing sparse-matrix unified-memory sparse-sparse-linear-systems sparse-linear-solver tfqmr
Language:C++ 9
huiscliu / itsol
ITerative SOLvers package
krylov solver linear preconditioner math mathematics computing gmres fgmres bicgstab bicgstabl iluk ilut iluc sparse-matrix sparse-linear-systems sparse-linear-solver linear-algebra
Language:C 6
AngstromCube
real-space / AngstromCube
A parallel and GPU-accelerated Code for Real-Space All-Electron Linear-Scaling Density Functional Theory
density-functional-theory electron-density electronic-structure electronic-structure-calculations hamiltonian linear-solvers local-density-approximation sparse-linear-solver sparse-linear-systems sparse-matrix spectrum finite-difference cuda-programming gpu-acceleration mpi-parallelization openmp projector-augmented-wave pseudopotential tfqmr non-collinear-magnetism
Language:C++ 5
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.
c conjugate-gradient cpp distributed-memory-parallel high-performance-computing mpi multithreading openmp optimization optimization-algorithms poisson-equation shared-memory-parallel simulation-modeling sparse-linear-solver dense-solver
Language:C++ 1
rwl / lufact_rs
Sparse LU factorization with partial pivoting in Rust
gilbert-peierls lu-decomposition sparse-linear-solver sparse-linear-systems
Language:Rust 1
frenkowski / Cholesky_Decomposition
Comparison of Sparse Linear Systems solvers via Cholesky Decomposition.
sparse-linear-systems sparse-linear-solver choles
Language:Python 0
cfwen / SuiteSparse
a mirror of SuiteSparse
external sparse-linear-solver
Language:C
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.
conjugate-gradient-optimization go golang high-performance-computing hpc map-reduce parallel-programming poisson-equation sparse-linear-solver
Language:Go
Technologicat / PySPQR
Python wrapper for the sparse QR decomposition in SuiteSparseQR.
sparse-matrix sparse-linear-systems sparse-linear-solver suitesparse bindings python python2 python3 python27 python34 scipy numpy qr-decomposition qr-factorisation wrapper
Language:Python