sparse-matrices

There are 0 repository under sparse-matrices topic.

rusty1s / pytorch_sparse
PyTorch Extension Library of Optimized Autograd Sparse Matrix Operations
autograd pytorch sparse sparse-matrices
Language:Python 1032
pydata / sparse
Sparse multi-dimensional arrays for the PyData ecosystem
python numpy sparse-matrix sparse-matrices sparse-data sparse-arrays
Language:Python 613
sparsemat / sprs
sparse linear algebra library for rust
rust-library sparse-linear-systems sparse-matrices
Language:Rust 447
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
Language:Julia 245
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
Language:R 173
james-bowman / sparse
Sparse matrix formats for linear algebra supporting scientific and machine learning applications
go golang matrix scientific-computing matrices csr coo csc dictionary-of-keys sparse-matrix sparse-matrices matrix-format gonum vector matrix-multiplication machine-learning bit-vector sparse-linear-systems sparse-representations blas
Language:Go 161
brandonrobertz / SparseLSH
A Locality Sensitive Hashing (LSH) library with an emphasis on large, highly-dimensional datasets.
clustering sparse-matrices text-mining data-mining machine-learning
Language:Python 146
flaport / torch_sparse_solve
A sparse KLU solver for PyTorch.
pytorch sparse-matrix sparse-linear-systems klu-algorithm sparse sparse-matrices suitesparse python
Language:Python 62
sfilippone / psblas3
A library of parallel sparse linear algebra on high performance computer.
fortran linear-algebra mpi sparse-linear-systems sparse-matrices
Language:Fortran 57
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 53
nschloe / betterspy
:eyes: Visualization for SciPy sparse matrices.
mathematics matrix pypi python sparse-matrices sparse-matrix visualization
Language:Python 40
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 34
FSPARSE
jalvesz / FSPARSE
A Modern Fortran sparse matrices gallery
fortran fortran-library fortran-package-manager sparse-matrices
Language:Fortran 31
cbouilla / spasm
a Sparse Direct Solver modulo p
c gaussian-elimination sparse-matrices
Language:C 23
JuliaSmoothOptimizers / AMD.jl
Approximate Minimum Degree Ordering in Julia
amd permutation factorization sparse-matrices julia julia-language linear-algebra sparse-matrix
Language:Julia 21
william-dawson / NTPoly
A massively parallel library for computing the functions of sparse matrices.
quantum-chemistry linear-algebra massively-parallel matrix-library density-functional-theory matrix-functions sparse-matrices electronic-structure graph-algorithms centrality high-performance-computing sparse-matrix
Language:Fortran 21
closest-git / GSS
best CPU/GPU sparse solver for large sparse matrices
sparse-matrices sparse-linear-systems matrix-factorization matrix-decompositions gpu-sparse-solver gpu-computing pardiso gss high-performance-computing
Language:C 20
morpheus-org / morpheus
Dynamic matrix type and algorithms for sparse matrices
c-plus-plus sparse-matrices sparse-representations high-performance-computing kokkos c-plus-plus-17 parallel-computing
Language:C++ 19
YaoLab-Bioinfo / ECOGEMS
Efficient compression and retrieve of genotype data with integer sparse matrices
genotype shiny shiny-apps snp-data sparse-matrices
Language:R 16
alugowski / matspy
Sparse matrix spy plot and sparkline renderer.
graphblas matrix scipy sparse sparse-data sparse-matrices sparse-matrix sparsity-pattern visualization
Language:Python 15
Pressio / SHAW
Performance-portable C++ code for simulating elastic shear waves in an axisymmetric domain.
snl-mini-apps snl-applications kokkos hpc physics seismic numerical-methods performance-portability cpp14 python earthquakes ricker-wavelet earth-science geophysics snl-comp-science-libs shear-waves axisymmetric sparse-matrices velocity-stress-formulation
Language:C++ 13
RLado / rsparse
A Rust library for solving sparse linear systems using direct methods.
linear-algebra math sparse-matrices matrix rust
Language:Rust 13
schemaitat / polars_sim
Fast approximate joins on string columns for polars dataframes.
cosine-similarity join polars rust sparse-matrices
Language:Rust 13
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
Language:Python 12
aparek / mcsleep
Multichannel Sleep Spindle Detector for sleep EEG
sparse-matrices singular-value-decomposition eeg-analysis convex-optimization signal-processing sleep-spindles sleep-research sleep-eeg
Language:MATLAB 11
SkBlaz / autobot
An autoML for explainable text classification.
machine-learning automl-algorithms nlp evolutionary-algorithms automl ensemble-learning data-science transfer-learning automl-experiments data-mining multimodal-learning python representation-learning classification distributed-computing natural-language-processing sparse-matrices text-classification transformers-models
Language:HTML 10
cpmech / vismatrix
A vizualiser for sparse matrices
sparse-matrices visualization linear-algebra sparse-linear-systems
Language:C++ 9
LiamBindle / sparselt
A small library for regridding Earth system data with vectorized sparse linear transforms
earth-system-model esmf high-dimensional-data regridding sparse-matrices
Language:Python 9
david-cortes / readsparse
(Python, R, C++) Read and write sparse matrices in SVMLight / LibSVM formats
libsvm sparse-matrices svmlight
Language:C++ 8
Grufoony / TrafficFlowDynamicsModel
A C++ library for generating traffic flow dynamics data.
data-generator simulation sparse-matrices sparse-matrix traffic traffic-flow-modelling traffic-simulation
Language:C++ 8
ocramz / matrix-market-attoparsec
Attoparsec parsers for the NIST Matrix Market format
parser-combinators parser-library matrix sparse-matrix sparse-matrices
Language:Haskell 7
balos1 / fpga-sparse-matrix-mult
A sparse matrix multiplication FPGA architecture which acts as a 'coprocessor'.
fpga sparse-matrix sparse-matrices matrix-factorization
Language:SystemVerilog 5
ratschlab / genome_graph_annotation
Sparse Binary Relation Representations for Genome Graph Annotation
binary-relations genome-graph graph-annotation binary-matrices sparse-matrices de-bruijn-graphs
Language:C++ 5
EgorOrachyov / SpBench
Benchmark for sparse linear algebra libraries for CPU and GPU platforms.
benchmark cpp cpu cuda gpu-computing graphblas opencl sparse-matrices
Language:C++ 4
ralna / libHSL
Dummy repository for libHSL
linear-algebra sparse-linear-systems sparse-matrices julia
Language:C 4
refresh-bio / clusty
cd-hit clustering complete-linkage leiden single-linkage uclust set-cover sparse-matrices
Language:C++ 4