PyTorch Extension Library of Optimized Autograd Sparse Matrix Operations
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Jan 10, 2025 - Python
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sparse-matrices
Here are 78 public repositories matching this topic...
Sparse multi-dimensional arrays for the PyData ecosystem
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Mar 21, 2025 - Python
sparse linear algebra library for rust
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Mar 11, 2025 - Rust
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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Mar 23, 2025 - Julia
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
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
A Locality Sensitive Hashing (LSH) library with an emphasis on large, highly-dimensional datasets.
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Sep 4, 2024 - Python
A sparse KLU solver for PyTorch.
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Jan 10, 2022 - Python
A library of parallel sparse linear algebra on high performance computer.
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Mar 23, 2025 - Fortran
SuiteSparse: a suite of sparse matrix packages by @DrTimothyAldenDavis et al. with native CMake support
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Jul 14, 2024 - C
👀 Visualization for SciPy sparse matrices.
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May 26, 2021 - Python
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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Mar 6, 2025 - Python
A Modern Fortran sparse matrices gallery
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Jul 7, 2024 - Fortran
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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Dec 17, 2024 - Fortran
Approximate Minimum Degree Ordering in Julia
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Dec 13, 2024 - Julia
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
Dynamic matrix type and algorithms for sparse matrices
c-plus-plus parallel-computing high-performance-computing c-plus-plus-17 kokkos sparse-matrices sparse-representations
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Feb 12, 2025 - C++
Efficient compression and retrieve of genotype data with integer sparse matrices
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Aug 11, 2023 - R
A Rust library for solving sparse linear systems using direct methods.
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Mar 16, 2025 - Rust
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