The Wayback Machine - https://web.archive.org/web/20210801005058/https://github.com/topics/sparse-matrices
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49 public repositories
matching this topic...
PyTorch Extension Library of Optimized Autograd Sparse Matrix Operations
Updated
Jul 29, 2021
Python
Sparse multi-dimensional arrays for the PyData ecosystem
Updated
Jul 14, 2021
Python
sparse linear algebra library for rust
Updated
Jul 31, 2021
Rust
Fast and accurate machine learning on sparse matrices - matrix factorizations, regression, classification, top-N recommendations.
A Locality Sensitive Hashing (LSH) library with an emphasis on large, highly-dimensional datasets.
Updated
Dec 27, 2020
Python
Sparse matrix formats for linear algebra supporting scientific and machine learning applications
High-performance and differentiation-enabled nonlinear solvers
Updated
Jun 19, 2021
Julia
👀 Visualization for SciPy sparse matrices.
Updated
May 26, 2021
Python
A sparse KLU solver for PyTorch.
Updated
Jul 29, 2021
Python
SuiteSparse: a suite of sparse matrix packages by T. A. Davis et al. (This repository contains copies of the official versions.)
A massively parallel library for computing the functions of sparse matrices.
Updated
May 14, 2021
Fortran
Efficient compression and retrieve of genotype data with integer sparse matrices
a Sparse Direct Solver modulo p
Approximate Minimum Degree Ordering in Julia
Updated
Jul 10, 2021
Julia
best CPU/GPU sparse solver for large sparse matrices
Multichannel Sleep Spindle Detector for sleep EEG
Updated
May 24, 2020
MATLAB
Attoparsec parsers for the NIST Matrix Market format
Updated
Jan 19, 2020
Haskell
(Python, R, C++) Read and write sparse matrices in SVMLight / LibSVM formats
A vizualiser for sparse matrices
Ruby Library for Sparse Tensors
A little Julia module to allow factorization and backslash to work with hyperdual-valued arrays and sparse arrays.
Updated
Feb 8, 2020
Julia
High performance similarity and distance metrics for sparse representations
Sparse Binary Relation Representations for Genome Graph Annotation
An object oriented C++ header-only wrapper for Timothy A. Davis' Cholmod library (part of SuiteSparse)
Propius allows for extracting similar items over a big data volume by using correlation between items over sparse data structures which use less space and memory.
Updated
Jun 18, 2021
Python
A sparse matrix multiplication FPGA architecture which acts as a 'coprocessor'.
Updated
Dec 14, 2017
SystemVerilog
Sparse data processing toolbox. It builds on top of pandas and scipy to provide DataFrame like API to work with sparse categorical data.
Presentation on how to build a recommender system @ PyData, Lisbon, Wed 13 Dec 2017
Updated
Dec 15, 2017
HTML
The SparseCollections library provides the SparseArray<T> and SparseMatrix<T> collection classes.
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