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177 search results found
Librec
⭐
3,113
LibRec: A Leading Java Library for Recommender Systems, see
Sparse_attention
⭐
1,002
Examples of using sparse attention, as in "Generating Long Sequences with Sparse Transformers"
Pytorch_sparse
⭐
919
PyTorch Extension Library of Optimized Autograd Sparse Matrix Operations
Blocksparse
⭐
903
Efficient GPU kernels for block-sparse matrix multiplication and convolution
Soynlp
⭐
801
한국어 자연어처리를 위한 파이썬 라이브러리입니다. 단어 추출/ 토크나이저 / 품사판별/ 전처리의 기능을 제공합니다.
Libxsmm
⭐
789
Library for specialized dense and sparse matrix operations, and deep learning primitives.
Ejml
⭐
518
A fast and easy to use linear algebra library written in Java for dense, sparse, real, and complex matrices.
Cusplibrary
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371
CUSP : A C++ Templated Sparse Matrix Library
Sparse_dot_topn
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358
Python package to accelerate the sparse matrix multiplication and top-n similarity selection
Matrix Toolkits Java
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334
🚀 High Performance Linear Algebra OOP
Nlsolve.jl
⭐
297
Julia solvers for systems of nonlinear equations and mixed complementarity problems
Pggraphblas
⭐
275
High Performance Graph Processing with Postgres and GraphBLAS
Pygraphblas
⭐
269
GraphBLAS for Python
Kokkos Kernels
⭐
259
Kokkos C++ Performance Portability Programming Ecosystem: Math Kernels - Provides BLAS, Sparse BLAS and Graph Kernels
Clsparse
⭐
142
a software library containing Sparse functions written in OpenCL
Strumpack
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136
Structured Matrix Package (LBNL)
Scikit Sparse
⭐
134
Sparse matrix tools extending scipy.sparse, but with incompatible licenses
Dbcsr
⭐
124
DBCSR: Distributed Block Compressed Sparse Row matrix library
Sparse
⭐
119
Sparse matrix formats for linear algebra supporting scientific and machine learning applications
Irlba
⭐
106
Fast truncated singular value decompositions
Spral
⭐
95
Sparse Parallel Robust Algorithms Library
Universal Java Matrix Package
⭐
93
A Java Library for sparse and dense matrices, linear algebra, visualization and big data
Tabmat
⭐
93
Efficient matrix representations for working with tabular data
Qbox Blog Code
⭐
88
Code reference from my Qbox blog posts.
Jeigen
⭐
84
Java wrapper for Eigen C++ fast matrix library
Sparse Linear Algebra
⭐
80
Numerical computation in native Haskell
Speedreader
⭐
76
High Performance Text Processing in R
Asne
⭐
76
A sparsity aware and memory efficient implementation of "Attributed Social Network Embedding" (TKDE 2018).
Spmp
⭐
76
sparse matrix pre-processing library
Spark Rsvd
⭐
75
Randomized SVD of large sparse matrices on Spark
Rspectra
⭐
64
R Interface to the Spectra Library for Large Scale Eigenvalue and SVD Problems
Sparse_dot
⭐
62
Python wrapper for Intel Math Kernel Library (MKL) matrix multiplication
Sparse Matrix
⭐
57
C++ implementation of sparse matrix using CRS (Compressed Row Storage) format
Pykrylov
⭐
55
A library of Krylov methods in pure Python
Ext Rescal
⭐
51
Scalable tensor factorization
Tadw
⭐
50
An implementation of "Network Representation Learning with Rich Text Information" (IJCAI '15).
Rarpack
⭐
45
Solvers for Large Scale Eigenvalue and SVD Problems
Leastsquaresoptim.jl
⭐
43
Dense and Sparse Least Squares Optimization
Ntflib
⭐
42
Sparse Beta-Divergence Tensor Factorization Library
Dr Nmf
⭐
38
Implementation of deep recurrent nonnegative matrix factorization (DR-NMF) for speech separation
Parallelsparsematmul.jl
⭐
37
A Julia library for parallel sparse matrix multiplication using shared memory
Merge Spmv
⭐
37
Ge Spmm
⭐
36
Autodiff
⭐
34
Autodiff is a numerical library for the Go programming language that supports automatic differentiation. It implements routines for linear algebra (vector/matrix operations), numerical optimization and statistics
Fselectorrcpp
⭐
34
Rcpp (free of Java/Weka) implementation of FSelector entropy-based feature selection algorithms with a sparse matrix support
Ndarray Project List
⭐
34
List of stuff todo with ndarrays
Torch_sparse_solve
⭐
34
A sparse KLU solver for PyTorch.
Sparspak.jl
⭐
34
Direct solution of large sparse systems of linear algebraic equations in pure Julia
Spca
⭐
33
Sparse Principal Component Analysis (SPCA) using Variable Projection
H5sparse
⭐
32
Scipy sparse matrix in HDF5
Sigma
⭐
32
Fortran 2003 library for sparse matrix algebra
Betterspy
⭐
31
👀 Visualization for SciPy sparse matrices.
Nsparse
⭐
31
Sparse matrix computation library for GPU
Boostedfactorization
⭐
31
An implementation of "Multi-Level Network Embedding with Boosted Low-Rank Matrix Approximation" (ASONAM 2019).
Matrix Hadoop Tutorial
⭐
31
A set of tutorial codes about matrix methods in Hadoop
Luxurysparse.jl
⭐
30
A luxury sparse matrix package for Julia
Mathlab
⭐
30
Aimed to be the best matrix lab in javascript
Modelmatrix
⭐
29
Sparse feature extraction with Spark
Meschach
⭐
29
🍺 Fork of Meschach. Just add CMake integration
Sfm Mvs
⭐
29
Structure from Motion (SfM)
Sppy
⭐
29
A sparse matrix package for Python.
Gridappetsc.jl
⭐
28
Provides PETSc solvers to the Gridap project
Incompletelu.jl
⭐
28
Crout ILU for Julia
Totalleastsquares.jl
⭐
27
Solve many kinds of least-squares and matrix-recovery problems
Sparsematricescsr.jl
⭐
26
Sparse matrices in CSR format for Julia computations
Suitesparse.jl
⭐
25
Development of SuiteSparse.jl, which ships as part of the Julia standard library.
Tfkld
⭐
24
Code for the EMNLP 2013 paper
Convsparsecoding
⭐
24
Code accompanying the paper M. Sorel, F. Sroubek, "Fast convolutional sparse coding using matrix inversion lemma", Digital Signal Processing, vol. 55, pp.44-51, 2016
Sparsearraykit.jl
⭐
23
Sparse multidimensional arrays using a DOK format, with support for TensorOperations.jl
Matrixmarket.jl
⭐
23
Julia package to read MatrixMarket file format
Symrcm.jl
⭐
23
Reverse Cuthill-McKee node-renumbering algorithm.
Pmmf
⭐
22
The pMMF Multiresolution Matrix Factorization Library
Sklearn Transform
⭐
22
Collection of scripts for doing common transformations in machine learning
Cusparse.jl
⭐
21
Julia interface to NVIDIA's CUSPARSE library
Merge Spmm
⭐
21
Code for paper "Design Principles for Sparse Matrix Multiplication on the GPU" accepted to Euro-Par 2018
Sparsex
⭐
21
The SparseX sparse kernel optimization library
Ia Spgemm
⭐
21
An Input-aware Auto-tuning Framework for Parallel Sparse Matrix-Matrix Multiplication
Csr Matrix
⭐
19
Compressed sparse row matrix for node.js
Bayespatial
⭐
19
spatial statistical/econometric modeling in pymc3 & stan
Stenglib
⭐
19
Stefan Engblom's Matlab libraries
Matrix Completion
⭐
19
Matrix completion and decomposition algorithm
Suitesparse Matrix Collection Website
⭐
19
A web interface for the SuiteSparse Matrix Collection, formerly known as the University of Florida Sparse Matrix Collection
Ntpoly
⭐
18
A massively parallel library for computing the functions of sparse matrices.
Laml
⭐
17
A stand-alone pure Java library for linear algebra and machine learning
Bst Matrix Vector
⭐
16
Binary Search Tree sparse matrix and vector
Cudaspmv
⭐
16
CUDA Sparse-Matrix Vector Multiplication, using Sliced Coordinate format
Rogues
⭐
16
A Python / Numpy / Scipy port of Prof. Nick Higham's m*lab 'gallery' matrices plus extras
Sparso
⭐
16
Julia package for accelerating sparse matrix applications.
Eggs
⭐
16
EGGS, a method to speed up sparse matrix operations when the same sparsity is used for multiple times. This repo contains examples that speeds up some of the libigl functions.
Eigendocinchinese
⭐
15
Eigen3.3.7 Doc中文版
Threadedsparsearrays.jl
⭐
15
Benchmarkspythonjuliaandco
⭐
15
Benchmark(s) of numerical programs with Python (and Scipy, Pythran, Numba), Julia and C++.
Pyorder
⭐
15
A Python Library for Sparse Matrix Orderings
Expmv.jl
⭐
15
Julia package to compute the result of expm(t*A)*v when A is a sparse matrix, without computing expm(t*A).
K2_tree
⭐
14
A Rust implementation of the K2Tree, an extremely space-efficient way of representing sparse bit-matrices.
Extendablesparse.jl
⭐
14
Sparse matrix class with efficient successive insertion of entries
Sparsematrix
⭐
14
A C++ class to represent a sparse matrix in compressed row format. Useful for FEM codes.
Cholesky Solve
⭐
14
[WIP] This module solves sparse symmetric positive definite linear systems by using the Cholesky decomposition
Iluzero.jl
⭐
13
A Julia implementation of incomplete LU factorization with zero level of fill in.
Matspy
⭐
12
Sparse matrix spy plot and sparkline renderer.
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