Projects in Awesome Lists tagged with sparse-matrices

https://github.com/rusty1s/pytorch_sparse

PyTorch Extension Library of Optimized Autograd Sparse Matrix Operations

autograd pytorch sparse sparse-matrices

Last synced: 14 May 2025

https://github.com/pydata/sparse

Sparse multi-dimensional arrays for the PyData ecosystem

numpy python sparse-arrays sparse-data sparse-matrices sparse-matrix

Last synced: 14 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/sciml/nonlinearsolve.jl

High-performance and differentiation-enabled nonlinear solvers (Newton methods), bracketed rootfinding (bisection, Falsi), with sparsity and Newton-Krylov support.

bracketing deep-equilibrium-models differential-equations equilibrium factorization high-performance-computing julia newton-krylov newton-method newton-raphson nonlinear-equations scientific-machine-learning sciml sparse-matrices sparse-matrix steady-state

Last synced: 14 May 2025

https://github.com/SciML/NonlinearSolve.jl

High-performance and differentiation-enabled nonlinear solvers (Newton methods), bracketed rootfinding (bisection, Falsi), with sparsity and Newton-Krylov support.

bracketing deep-equilibrium-models differential-equations equilibrium factorization high-performance-computing julia newton-krylov newton-method newton-raphson nonlinear-equations scientific-machine-learning sciml sparse-matrices sparse-matrix steady-state

Last synced: 04 May 2025

https://github.com/dselivanov/rsparse

Fast and accurate machine learning on sparse matrices - matrix factorizations, regression, classification, top-N recommendations.

collaborative-filtering factorization-machines matrix-completion matrix-factorization r recommender-system sparse-matrices svd

Last synced: 15 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/brandonrobertz/sparselsh

A Locality Sensitive Hashing (LSH) library with an emphasis on large, highly-dimensional datasets.

clustering data-mining machine-learning sparse-matrices text-mining

Last synced: 06 Apr 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/nschloe/betterspy

:eyes: Visualization for SciPy sparse matrices.

mathematics matrix pypi python sparse-matrices sparse-matrix visualization

Last synced: 19 Jun 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/cbouilla/spasm

a Sparse Direct Solver modulo p

c gaussian-elimination sparse-matrices

Last synced: 15 Apr 2025

https://github.com/juliasmoothoptimizers/amd.jl

Approximate Minimum Degree Ordering in Julia

amd factorization julia julia-language linear-algebra permutation sparse-matrices sparse-matrix

Last synced: 19 Dec 2024

https://github.com/alugowski/matspy

Sparse matrix spy plot and sparkline renderer.

graphblas matrix scipy sparse sparse-data sparse-matrices sparse-matrix sparsity-pattern visualization

Last synced: 12 Feb 2025

https://github.com/alugowski/matrepr

Format matrices and tensors to HTML, string, and LaTeX, with Jupyter integration.

data-science data-visualization data-viz graphblas jupyter numpy numpy-matrix pytorch scipy sparse sparse-data sparse-matrices sparse-matrix sparse-representations tensor tensorflow torch

Last synced: 12 Apr 2025

https://github.com/skblaz/autobot

An autoML for explainable text classification.

automl automl-algorithms automl-experiments classification data-mining data-science distributed-computing ensemble-learning evolutionary-algorithms machine-learning multimodal-learning natural-language-processing nlp python representation-learning sparse-matrices text-classification transfer-learning transformers-models

Last synced: 17 Dec 2024

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/david-cortes/readsparse

(Python, R, C++) Read and write sparse matrices in SVMLight / LibSVM formats

libsvm sparse-matrices svmlight

Last synced: 22 Apr 2025

https://github.com/ocramz/matrix-market-attoparsec

Attoparsec parsers for the NIST Matrix Market format

matrix parser-combinators parser-library sparse-matrices sparse-matrix

Last synced: 14 Apr 2025

https://github.com/schemaitat/polars_sim

Fast approximate joins on string columns for polars dataframes.

Last synced: 30 Jan 2025

https://github.com/balos1/fpga-sparse-matrix-mult

A sparse matrix multiplication FPGA architecture which acts as a 'coprocessor'.

fpga matrix-factorization sparse-matrices sparse-matrix

Last synced: 03 Apr 2025

https://github.com/mortennobel/oocholmod

An object oriented C++ header-only wrapper for Timothy A. Davis' Cholmod library (part of SuiteSparse)

cholmod cpp hpc sparse-matrices

Last synced: 21 Feb 2025

https://github.com/briochemc/hyperdualmatrixtools.jl

A little Julia module to allow factorization and backslash to work with hyperdual-valued arrays and sparse arrays.

backslash julia julia-language julia-package julialang matrix-factorization sparse-matrices

Last synced: 23 Mar 2025

https://github.com/vspinu/simdist

High performance similarity and distance metrics for sparse representations

r-package rcpp similarity-measures sparse-matrices

Last synced: 07 Apr 2025

https://github.com/egororachyov/spbench

Benchmark for sparse linear algebra libraries for CPU and GPU platforms.

benchmark cpp cpu cuda gpu-computing graphblas opencl sparse-matrices

Last synced: 15 May 2025

https://github.com/softcircuits/sparsecollections

The SparseCollections library provides the SparseArray<T> and SparseMatrix<T> collection classes.

sparce-array sparse sparse-data sparse-matrices sparse-matrix

Last synced: 19 Jun 2025

https://github.com/rpy2/rpy2-matrix

Mapping of the R package Matrix for rpy2

python r rpy2 sparse-matrices

Last synced: 24 Feb 2025

https://github.com/wamuir/matrix-market

Go package to read and write sparse and dense matrices in the NIST MatrixMarket file format

dense-matrices go matrix matrix-market nist sparse-matrices

Last synced: 08 May 2025

https://github.com/wrathematics/spar

Sparse Allreduce

allreduce mpi sparse sparse-matrices

Last synced: 29 Mar 2025

https://github.com/3ein39/sparse_array_matrix

Representing an array of very huge indices (e.g. 10^8) using doubly linked list

data-structures doubly-linked-list linked-list sparse-matrices sparse-matrix

Last synced: 27 Feb 2025

https://github.com/ruimaciel/mrslac

Maciel's Rust sparse linear algebra crate

linear-algebra linear-algebra-library rust rust-crate rust-library sparse-matrices

Last synced: 14 Jun 2025

https://github.com/peteprattis/sparse-matrices-addition-and-sub-matrices

A program that applies some functions on sparse matrices. First addition between two sparse matrices and secondly finding any 2x2 sub-matrix in which the sum of all 4 elements are greater than a variable c.

2darrays cpp exercise linked-list programm sparse-matrices student subarray timecomplexity

Last synced: 18 Jan 2025

https://github.com/miladsade96/scwp

Scientific Computing with Python

graphs linear-algebra linear-equations matrices multidimensional-arrays numerical-computation numpy python python3 scientific-computing scipy sparse-matrices vector

Last synced: 22 Feb 2025

https://github.com/pprattis/sparse-matrices-addition-and-sub-matrices

A program that applies some functions on sparse matrices. First addition between two sparse matrices and secondly finding any 2x2 sub-matrix in which the sum of all 4 elements are greater than a variable c.

2darrays cpp exercise linked-list programm sparse-matrices student subarray timecomplexity

Last synced: 29 Mar 2025

https://github.com/psolymos/mefa4

R package for multivariate data handling with S4 classes and sparse matrices

cran data-manipulation ecology r sparse-matrices

Last synced: 06 Mar 2025