sparse-matrices topic

List sparse-matrices repositories

betterspy

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:eyes: Visualization for SciPy sparse matrices.

rsparse

167
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Fast and accurate machine learning on sparse matrices - matrix factorizations, regression, classification, top-N recommendations.

sparse

154
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23
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Sparse matrix formats for linear algebra supporting scientific and machine learning applications

pytorch_sparse

965
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PyTorch Extension Library of Optimized Autograd Sparse Matrix Operations

sparse

560
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122
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Sparse multi-dimensional arrays for the PyData ecosystem

sprs

379
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44
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sparse linear algebra library for rust

SparseLSH

137
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26
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A Locality Sensitive Hashing (LSH) library with an emphasis on large, highly-dimensional datasets.

NonlinearSolve.jl

214
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High-performance and differentiation-enabled nonlinear solvers (Newton methods), bracketed rootfinding (bisection, Falsi), with sparsity and Newton-Krylov support.

NTPoly

18
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10
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A massively parallel library for computing the functions of sparse matrices.

GSS

19
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3
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best CPU/GPU sparse solver for large sparse matrices