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1.0k

3.2k

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234

LibRec: A Leading Java Library for Recommender Systems, see

java matrix sparse tensor systems filtering recommender collaborative factorization recommender-systems matrix-factorization tensor-factorization collaborative-filtering recommendation-algorithms probabilistic-graphical-models

Created 2014-01-09

1,112 commits to 3.0.0 branch, last one 2 years ago

taco tensor-compiler

192

1.3k

other

57

The Tensor Algebra Compiler (taco) computes sparse tensor expressions on CPUs and GPUs

sparse tensor library code-generator linear-algebra tensor-algebra tensor-algebra-compiler

Created 2016-09-25

2,827 commits to master branch, last one 2 years ago

sparsepp greg7mdp

126

1.3k

other

64

A fast, memory efficient hash map for C++

hash sparse hashmap hash-map unordered sparsehash hash-tables sparse-containers

Created 2016-08-21

184 commits to master branch, last one about a year ago

pytorch_sparse rusty1s

153

1.1k

mit

14

PyTorch Extension Library of Optimized Autograd Sparse Matrix Operations

sparse pytorch autograd sparse-matrices

Created 2018-07-28

735 commits to master branch, last one 2 months ago

libxsmm libxsmm

190

867

bsd-3-clause

49

Library for specialized dense and sparse matrix operations, and deep learning primitives.

amx avx jit sse avx2 blas simd intel avx512 matrix sparse tensor vector fortran bfloat16 transpose convolution machine-learning matrix-multiplication

Created 2014-09-23

18,219 commits to main branch, last one 4 days ago

raft rapidsai

204

863

apache-2.0

25

RAFT contains fundamental widely-used algorithms and primitives for machine learning and information retrieval. The algorithms are CUDA-accelerated and form building blocks for more easily writing hig...

Created 2019-06-13

2,132 commits to branch-25.06 branch, last one 4 days ago

splade naver

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835

other

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SPLADE: sparse neural search (SIGIR21, SIGIR22)

nlp bert sparse splade passage-retrieval information-retrieval

Created 2021-07-14

124 commits to main branch, last one 11 months ago

ntfstool thewhiteninja

101

505

mit

22

Forensics tool for NTFS (parser, mft, bitlocker, deleted files)

Created 2020-02-28

332 commits to master branch, last one about a year ago

cuvs rapidsai

93

360

apache-2.0

16

cuVS - a library for vector search and clustering on the GPU

gpu llm anns cuda sparse distance clustering statistics vector-store vector-search machine-learning nearest-neighbors similarity-search vector-similarity neighborhood-methods information-retrieval

Created 2023-11-20

478 commits to branch-25.06 branch, last one a day ago

Sparsebit megvii-research

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331

apache-2.0

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A model compression and acceleration toolbox based on pytorch.

sparse pruning tensorrt quantization deep-learning post-training-quantization quantization-aware-training

Created 2022-07-21

134 commits to main branch, last one about a year ago

FiniteDiff.jl JuliaDiff

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267

other

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Fast non-allocating calculations of gradients, Jacobians, and Hessians with sparsity support

gpu fast julia banded sparse coloring hessians gradients jacobians derivatives sparse-matrix non-allocating

Created 2017-01-11

492 commits to master branch, last one about a month ago

sige lmxyy

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265

other

5

[NeurIPS 2022, T-PAMI 2023] Efficient Spatially Sparse Inference for Conditional GANs and Diffusion Models

ddim ddpm gans gaugan sparse acceleration image-editing conditional-gan conditional-gans diffusion-models sparse-convolution progressive-distillation

Created 2022-10-30

103 commits to main branch, last one about a year ago

rag-experiment-accelerator microsoft

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other

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The RAG Experiment Accelerator is a versatile tool designed to expedite and facilitate the process of conducting experiments and evaluations using Azure Cognitive Search and RAG pattern.

acs llm rag azure dense genai openai sparse vectors chunking indexing embedding evaluation experiment information-retrieval

Created 2023-09-25

631 commits to development branch, last one 3 days ago

sparo tiktok

12

234

mit

5

Sparo optimizes performance of Git operations for your large frontend monorepo.

git pnpm rush rushjs sparse checkout monorepo monorepos rushstack optimization sparse-checkout

Created 2024-02-21

428 commits to main branch, last one 16 days ago

cooler open2c

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215

bsd-3-clause

13

A cool place to store your Hi-C

ngs hdf5 hi-c cooler python sparse genomics 3d-genome chromatin file-format bioinformatics contact-matrix

Created 2016-01-13

1,097 commits to master branch, last one 3 months ago

Finch.jl finch-tensor

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202

mit

8

Sparse and Structured Tensor Compiler

dsl finch julia arrays graphs sparse tensors compiler looplets linear-algebra

Created 2021-08-05

4,292 commits to main branch, last one 9 days ago

pnet_prostate_paper marakeby

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148

gpl-2.0

1

P-NET, Biologically informed deep neural network for prostate cancer classification and discovery

cancer sparse explainability

Created 2020-10-26

46 commits to master branch, last one 3 years ago

tmu cair

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141

mit

10

Implements the Tsetlin Machine, Coalesced Tsetlin Machine, Convolutional Tsetlin Machine, Regression Tsetlin Machine, and Weighted Tsetlin Machine, with support for continuous features, drop clause, T...

gpu cuda sparse regression autoencoder convolution incremental multi-output tsetlin-machine absorbing-states relational-logic pattern-recognition propositional-logic incremental-computation

Created 2021-11-27

1,186 commits to main branch, last one about a month ago

SparseTIR uwsampl

14

134

apache-2.0

5

SparseTIR: Sparse Tensor Compiler for Deep Learning

sparse compiler tensor-compiler

Created 2022-03-10

8,478 commits to main branch, last one 2 years ago

python-graphblas python-graphblas

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132

apache-2.0

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Python library for GraphBLAS: high-performance sparse linear algebra for scalable graph analytics

numba pydata python sparse graphblas sparse-data suitesparse graph-theory sparse-matrix graph-analysis linear-algebra python-wrapper complex-networks graph-algorithms graph-datastructures

Created 2019-11-11

931 commits to main branch, last one about a month ago

sparse-octree vanruesc

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124

zlib

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A sparse octree data structure.

3d octree sparse culling raycasting

Created 2016-05-15

641 commits to main branch, last one 9 months ago

tabmat Quantco

6

120

bsd-3-clause

15

Efficient matrix representations for working with tabular data

dense matrix sparse categorical-data sandwich-products matrix-vector-products

Created 2020-07-08

784 commits to main branch, last one 3 days ago

ADNet hellloxiaotian

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120

unknown

1

Attention-guided CNN for image denoising(Neural Networks,2020)

cnn sparse python2 pytorch real-noise cnn-pytorch deep-learning blind-denoising image-denoising attention-mechanism deep-neural-networks deep-reinforcement-learning

Created 2020-01-10

58 commits to master branch, last one 2 years ago

Pardiso.jl JuliaSparse

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other

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Calling the PARDISO library from Julia

sparse pardiso mkl-pardiso linear-algebra pardiso-library

Created 2015-05-13

165 commits to master branch, last one 4 days ago

sparse_dot flatironinstitute

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82

mit

6

Python wrapper for Intel Math Kernel Library (MKL) matrix multiplication

mkl numpy scipy python sparse sparse-matrix matrix-multiplication

Created 2019-12-08

226 commits to release branch, last one 20 days ago

SpMP IntelLabs

13

81

other

12

sparse matrix pre-processing library

spmv intel matrix sparse sparse-matrix level-schedule linear-algebra triangular-solve sparse-linear-systems

This repository has been archived (exclude archived)

Created 2015-06-04

128 commits to master branch, last one 11 months ago

rocALUTION ROCm

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mit

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Next generation library for iterative sparse solvers for ROCm platform

mpi cuda opencl openmp solver sparse fortran cplusplus

Created 2017-10-17

848 commits to develop branch, last one a day ago

hipfort ROCm

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other

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Fortran interfaces for ROCm libraries

fft gpu hip blas cuda rocm gpgpu random solver sparse fortran interoperability

Created 2020-05-13

337 commits to develop branch, last one a day ago

torch_sparse_solve flaport

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64

lgpl-2.1

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A sparse KLU solver for PyTorch.

python sparse pytorch suitesparse klu-algorithm sparse-matrix sparse-matrices sparse-linear-systems

Created 2020-06-26

37 commits to master branch, last one 3 years ago

genieclust gagolews

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other

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Genie: Fast and Robust Hierarchical Clustering with Noise Point Detection - in Python and R

r genie mlpack nmslib python sparse hdbscan python3 clustering data-mining data-science data-analysis cluster-analysis machine-learning clustering-algorithm hierarchical-clustering machine-learning-algorithms hierarchical-clustering-algorithm

Created 2018-05-12

531 commits to master branch, last one 15 days ago