Projects in Awesome Lists tagged with sparse-linear-systems
A curated list of projects in awesome lists tagged with sparse-linear-systems .
https://github.com/owlbarn/owl
Owl - OCaml Scientific Computing @ https://ocaml.xyz
algorithmic-differentation autograd automatic-differentiation gsl linear-algebra machine-learning maths matrix mcmc ndarray neural-network numerical-calculations optimization plotting regression scientific-computing sparse-linear-systems statistical-functions statistics topic-modeling
Last synced: 14 May 2025
https://github.com/ddemidov/amgcl
C++ library for solving large sparse linear systems with algebraic multigrid method
amg c-plus-plus cpp cuda gpgpu linear-solvers mpi multigrid opencl openmp scientific-computing sparse-linear-systems
Last synced: 14 May 2025
https://github.com/ginkgo-project/ginkgo
Numerical linear algebra software package
cuda dpcpp gpu-computing hip hpc krylov-methods linear-algebra oneapi openmp preconditioning sparse-linear-systems spmv
Last synced: 15 May 2025
https://github.com/sparsemat/sprs
sparse linear algebra library for rust
rust-library sparse-linear-systems sparse-matrices
Last synced: 16 May 2025
https://github.com/james-bowman/sparse
Sparse matrix formats for linear algebra supporting scientific and machine learning applications
bit-vector blas coo csc csr dictionary-of-keys go golang gonum machine-learning matrices matrix matrix-format matrix-multiplication scientific-computing sparse-linear-systems sparse-matrices sparse-matrix sparse-representations vector
Last synced: 14 Mar 2025
https://github.com/circuitscape/circuitscape.jl
Algorithms from circuit theory to predict connectivity in heterogeneous landscapes
animal-movement circuit-analysis climate-change epidemiology forest-fire julia julia-language landscape-ecology landscape-genetics movement-ecology sparse-linear-systems
Last synced: 16 May 2025
https://github.com/julialinearalgebra/algebraicmultigrid.jl
Algebraic Multigrid in Julia
iterative-methods julia-language sparse-linear-systems
Last synced: 16 May 2025
https://github.com/osqp/qdldl
A free LDL factorisation routine
linear-algebra linear-systems numerical-optimization sparse-data sparse-linear-systems
Last synced: 18 Jun 2025
https://github.com/carnotresearch/cr-sparse
Functional models and algorithms for sparse signal processing
basis-pursuit compressive-sensing convex-optimization functional-programming jax l1-regularization lasso linear-operators sparse-bayesian-learning sparse-linear-systems sparse-representations wavelets
Last synced: 18 Dec 2024
https://github.com/ocramz/sparse-linear-algebra
Numerical computation in native Haskell
eigenvalues eigenvectors iterative-linear-solvers iterative-methods linear-algebra linear-systems lu-factorization matrix matrix-computations matrix-factorization matrix-product matrix-transpose numerical-calculations numerical-methods scientific-computations scientific-computing sparse-data sparse-linear-systems sparse-systems sparse-vectors
Last synced: 07 May 2025
https://github.com/flaport/torch_sparse_solve
A sparse KLU solver for PyTorch.
klu-algorithm python pytorch sparse sparse-linear-systems sparse-matrices sparse-matrix suitesparse
Last synced: 09 Apr 2025
https://github.com/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
Last synced: 06 Jan 2025
https://github.com/sebastianament/compressedsensing.jl
Contains a wide-ranging collection of compressed sensing and feature selection algorithms. Examples include matching pursuit algorithms, forward and backward stepwise regression, sparse Bayesian learning, and basis pursuit.
basis-pursuit compressed-sensing feature-selection julia matching-pursuit sparse-bayesian-learning sparse-linear-systems sparse-regression sparsity stepwise-regression subset-selection
Last synced: 10 Apr 2025
https://github.com/michelemartone/pyrsb
PyRSB: a Python interface to the librsb Sparse Matrix library
cython feedback hpc librsb linear-algebra numpy openmp python-interface python3 scipy sparse-linear-systems sparse-matrix
Last synced: 12 Apr 2025
https://github.com/mamba413/bess
Best Subset Selection algorithm for Regression, Classification, Count, Survival analysis
classification-model feature-selection poisson-regression regression-models sparse-linear-systems survival-analysis variable-selection
Last synced: 21 Mar 2025
https://github.com/rwl/amd_order
Approximate Mimimum Degree ordering in Rust
Last synced: 15 Apr 2025
https://github.com/cpmech/vismatrix
A vizualiser for sparse matrices
linear-algebra sparse-linear-systems sparse-matrices visualization
Last synced: 20 Jun 2025
https://github.com/ddemidov/fortran_amg_omp_ocl
Fortran wrapper for AMGCL with OpenMP/OpenCL support
amg fortran gpgpu opencl openmp scientific-computing sparse-linear-systems
Last synced: 10 Apr 2025
https://github.com/bonevbs/hierarchicalsolvers.jl
Hierarchical solvers is an approximate sparse direct solver, written entirely in Julia.
hierarchical-matrices lu-factorization numerical-linear-algebra sparse-linear-systems
Last synced: 13 Mar 2025
https://github.com/jacobwilliams/lsmr
Fortran Package Manager version of LSMR: Sparse Equations and Least Squares
fortran fortran-package-manager least-squares linear-algebra linear-equations lsmr sparse-linear-systems
Last synced: 20 Feb 2025
https://github.com/rwl/gplu
Rust sparse LU decomposition using Gilbert and Peierls method
lu-decomposition rust sparse-linear-systems
Last synced: 15 Apr 2025
https://github.com/basnijholt/mumpy
Python bindings for the MUMPS package MUMPS: a parallel sparse direct solver
binding linear-algebra python sparse-linear-systems
Last synced: 21 Jun 2025
https://github.com/rwl/colamd_rs
COLAMD column approximate minimum degree ordering algorithm
Last synced: 15 Apr 2025
https://github.com/jfdev001/algebraic-multigrid
Cross platform algebraic multigrid implementation using C++, Eigen3, and Catch2. For autodidactic purposes.
algebraic-multigrid iterative-methods macos partial-differential-equations sparse-linear-systems ubuntu windows
Last synced: 02 Apr 2025
https://github.com/rwl/lufact
Sparse LU factorization with partial pivoting using Gilbert and Peierls method
lu-decomposition sparse-linear-systems
Last synced: 23 Apr 2025
https://github.com/rwl/blu
LU factorization with dynamic Markowitz search and columnwise threshold pivoting
lu-decomposition rust sparse-linear-systems
Last synced: 15 Apr 2025
https://github.com/owlbarn/owl_suitesparse
SuiteSparse - Owl Interface
sparse-linear-systems sparse-matrix suitesparse
Last synced: 01 Mar 2025
https://github.com/michelemartone/sparsersb
GNU Octave sparsersb plugin sources mirror
cplusplus gnu iterative-methods librsb linear-algebra matlab octave plugin sparse-linear-systems sparse-matrix
Last synced: 20 Mar 2025
https://github.com/rwl/lufact_rs
Sparse LU factorization with partial pivoting in Rust
gilbert-peierls lu-decomposition sparse-linear-solver sparse-linear-systems
Last synced: 23 Apr 2025
https://github.com/gordonkoerner1/gordo_cuda
Library of Cython Wrappers for the NVIDIA API
cuda python sparse-linear-algebra sparse-linear-solver sparse-linear-systems
Last synced: 05 Feb 2025
https://github.com/rwl/ldl
LDL factorisation for quasi-definite linear systems
Last synced: 23 Apr 2025