PyTorch Extension Library of Optimized Autograd Sparse Matrix Operations
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Aug 12, 2025 - Python
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sparse-matrices
Here are 88 public repositories matching this topic...
Sparse multi-dimensional arrays for the PyData ecosystem
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Dec 15, 2025 - Python
High-performance and differentiation-enabled nonlinear solvers (Newton methods), bracketed rootfinding (bisection, Falsi), with sparsity and Newton-Krylov support.
julia high-performance-computing differential-equations factorization nonlinear-equations sparse-matrix sparse-matrices newton-raphson steady-state bracketing equilibrium newton-method scientific-machine-learning sciml newton-krylov deep-equilibrium-models
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Dec 18, 2025 - Julia
sparse linear algebra library for rust
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Nov 24, 2025 - Rust
Fast and accurate machine learning on sparse matrices - matrix factorizations, regression, classification, top-N recommendations.
r collaborative-filtering matrix-factorization recommender-system factorization-machines svd matrix-completion sparse-matrices
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Feb 17, 2025 - R
A Locality Sensitive Hashing (LSH) library with an emphasis on large, highly-dimensional datasets.
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Sep 4, 2024 - Python
Sparse matrix formats for linear algebra supporting scientific and machine learning applications
go golang machine-learning csc vector matrix scientific-computing matrix-multiplication matrices blas csr sparse-linear-systems sparse-matrix bit-vector sparse-matrices gonum dictionary-of-keys coo sparse-representations matrix-format
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Jul 29, 2021 - Go
SuiteSparse: a suite of sparse matrix packages by @DrTimothyAldenDavis et al. with native CMake support
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Dec 16, 2025 - C
A library of parallel sparse linear algebra on high performance computer.
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Dec 17, 2025 - Fortran
Approximate Minimum Degree Ordering in Julia
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Dec 13, 2024 - Julia
A massively parallel library for computing the functions of sparse matrices.
graph-algorithms linear-algebra density-functional-theory matrix-functions high-performance-computing quantum-chemistry sparse-matrix centrality sparse-matrices massively-parallel matrix-library electronic-structure
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Nov 20, 2025 - Fortran
👀 Visualization for SciPy sparse matrices.
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May 26, 2021 - Python
A sparse KLU solver for PyTorch.
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Jan 10, 2022 - Python
Multichannel Sleep Spindle Detector for sleep EEG
signal-processing convex-optimization sparse-matrices singular-value-decomposition eeg-analysis sleep-spindles sleep-research sleep-eeg
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May 24, 2020 - MATLAB
best CPU/GPU sparse solver for large sparse matrices
matrix-factorization high-performance-computing pardiso gpu-computing sparse-linear-systems gss sparse-matrices matrix-decompositions gpu-sparse-solver
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Oct 5, 2021 - C
Benchmark for sparse linear algebra libraries for CPU and GPU platforms.
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Sep 4, 2021 - C++
An autoML for explainable text classification.
python nlp data-science machine-learning natural-language-processing data-mining text-classification distributed-computing classification evolutionary-algorithms ensemble-learning transfer-learning representation-learning sparse-matrices automl multimodal-learning automl-algorithms automl-experiments transformers-models
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Aug 29, 2025 - HTML
Sparse data processing toolbox. It builds on top of pandas and scipy to provide DataFrame like API to work with sparse categorical data.
data-science etl analytics pandas-dataframe pandas sparse traildb scipy dask sparse-matrices clickstream
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Aug 6, 2019 - C
Solve sparse linear systems in JAX using the KLU algorithm
python solver autograd sparse-linear-systems sparse-matrix suitesparse sparse-matrices sparse-linear-solver solve jax klu klu-algorithm
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May 13, 2025 - Python
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