sparse

There are 2 repositories under sparse topic.

guoguibing / librec
LibRec: A Leading Java Library for Recommender Systems, see
recommender-systems recommendation-algorithms collaborative-filtering matrix-factorization tensor-factorization probabilistic-graphical-models recommender systems factorization matrix tensor collaborative filtering sparse java
Language:Java 3219
greg7mdp / sparsepp
A fast, memory efficient hash map for C++
hash hash-map hash-tables hashmap sparse sparse-containers sparsehash unordered
Language:C++ 1229
tensor-compiler / taco
The Tensor Algebra Compiler (taco) computes sparse tensor expressions on CPUs and GPUs
code-generator library linear-algebra sparse tensor tensor-algebra tensor-algebra-compiler
Language:C++ 1205
rusty1s / pytorch_sparse
PyTorch Extension Library of Optimized Autograd Sparse Matrix Operations
pytorch sparse sparse-matrices autograd
Language:Python 951
libxsmm / libxsmm
Library for specialized dense and sparse matrix operations, and deep learning primitives.
amx avx avx2 avx512 bfloat16 blas convolution fortran intel jit machine-learning matrix matrix-multiplication simd sparse sse tensor transpose vector
Language:C 797
Santosh-Gupta / SpeedTorch
Library for faster pinned CPU <-> GPU transfer in Pytorch
cpu-pinned-tensors pytorch-variables gpu-transfer cuda-variables cupy data-transfer pytorch-tensors cuda-tensors embeddings-trained pytorch embeddings cuda sparse sparse-modeling machine-learning natural-language-processing nlp gpu cpu-gpu-transfer pinned-cpu-tensors
Language:Python 676
naver / splade
SPLADE: sparse neural search (SIGIR21, SIGIR22)
bert information-retrieval nlp passage-retrieval sparse splade
Language:Python 629
rapidsai / raft
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 high performance applications.
anns building-blocks clustering cuda distance gpu information-retrieval linear-algebra llm machine-learning nearest-neighbors primitives random-sampling solvers sparse statistics vector-search vector-similarity vector-store neighborhood-methods
Language:Cuda 608
ntfstool
thewhiteninja / ntfstool
Forensics tool for NTFS (parser, mft, bitlocker, deleted files)
disk bitlocker mft vbr gpt ntfs parser usn logfile undelete fve vmk compressed sparse reparse vss smart mbr btree efs
Language:C++ 416
megvii-research / Sparsebit
A model compression and acceleration toolbox based on pytorch.
deep-learning post-training-quantization pruning quantization quantization-aware-training sparse tensorrt
Language:Python 319
lmxyy / sige
[NeurIPS 2022] Efficient Spatially Sparse Inference for Conditional GANs and Diffusion Models
gans acceleration conditional-gan conditional-gans ddim ddpm diffusion-models gaugan image-editing sparse sparse-convolution progressive-distillation
Language:Python 247
JuliaDiff / FiniteDiff.jl
Fast non-allocating calculations of gradients, Jacobians, and Hessians with sparsity support
banded coloring derivatives fast gpu gradients hessians jacobians julia non-allocating sparse sparse-matrix
Language:Julia 238
vene / sparse-structured-attention
Sparse and structured neural attention mechanisms
attention-mechanism attention-mechanisms fused-lasso deep-learning deeplearning deep-neural-networks sparsity sparse segmentation
Language:Python 220
open2c / cooler
A cool place to store your Hi-C
contact-matrix hdf5 python sparse genomics hi-c bioinformatics file-format cooler 3d-genome chromatin ngs
Language:Python 189
marakeby / pnet_prostate_paper
P-NET, Biologically informed deep neural network for prostate cancer classification and discovery
sparse explainability cancer
Language:HTML 144
uwsampl / SparseTIR
SparseTIR: Sparse Tensor Compiler for Deep Learning
compiler sparse tensor-compiler
Language:Python 122
vanruesc / sparse-octree
A sparse octree data structure.
sparse octree raycasting culling 3d
Language:TypeScript 114
python-graphblas
python-graphblas / python-graphblas
Python library for GraphBLAS: high-performance sparse linear algebra for scalable graph analytics
graphblas suitesparse python python-wrapper numba graph-algorithms graph-theory complex-networks graph-analysis linear-algebra pydata graph-datastructures sparse sparse-data sparse-matrix
Language:Jupyter Notebook 112
willow-ahrens / Finch.jl
Sparse tensors in Julia and more! Datastructure-driven array programing language.
arrays dsl julia tensors sparse compiler graphs linear-algebra finch looplets
Language:Julia 110
cair / tmu
Implements the Tsetlin Machine, Coalesced Tsetlin Machine, Convolutional Tsetlin Machine, Regression Tsetlin Machine, and Weighted Tsetlin Machine, with support for continuous features, drop clause, Type III Feedback, focused negative sampling, multi-task classifier, autoencoder, literal budget, and one-vs-one multi-class classifier. TMU is written in Python with wrappers for C and CUDA-based clause evaluation and updating.
tsetlin-machine convolution regression multi-output pattern-recognition propositional-logic relational-logic cuda gpu incremental autoencoder incremental-computation absorbing-states sparse
Language:Python 108
hellloxiaotian / ADNet
Attention-guided CNN for image denoising(Neural Networks,2020)
image-denoising cnn attention-mechanism sparse blind-denoising real-noise deep-learning deep-neural-networks deep-reinforcement-learning pytorch cnn-pytorch python2
Language:Python 108
uestla / Sparse-Matrix
C++ implementation of sparse matrix using CRS (Compressed Row Storage) format
cpp matrix sparse crs
Language:C++ 105
VinceShieh / spark-ffm
FFM (Field-Awared Factorization Machine) on Spark
ffm spark field-awared-factorization-machine sparse
Language:Scala 105
Quantco / tabmat
Efficient matrix representations for working with tabular data
categorical-data matrix-vector-products dense sparse sandwich-products matrix
Language:Python 102
JuliaSparse / Pardiso.jl
Calling the PARDISO library from Julia
sparse linear-algebra pardiso pardiso-library mkl-pardiso
Language:Julia 93
IntelLabs / SpMP
sparse matrix pre-processing library
sparse sparse-linear-systems spmv triangular-solve intel level-schedule sparse-matrix linear-algebra matrix
Language:C++ 80
rapidsai / cuvs
cuVS - a library for vector search and clustering on the GPU
anns clustering cuda distance gpu information-retrieval llm machine-learning nearest-neighbors neighborhood-methods similarity-search sparse statistics vector-search vector-similarity vector-store
Language:Jupyter Notebook 76
flatironinstitute / sparse_dot
Python wrapper for Intel Math Kernel Library (MKL) matrix multiplication
mkl scipy sparse-matrix sparse matrix-multiplication python numpy
Language:Python 67
ROCm / hipfort
Fortran interfaces for ROCm libraries
fortran gpu rocm hip cuda gpgpu blas sparse fft random solver interoperability
Language:Fortran 64
ROCm / rocALUTION
Next generation library for iterative sparse solvers for ROCm platform
sparse cplusplus fortran opencl cuda openmp mpi solver
Language:C++ 62
flaport / torch_sparse_solve
A sparse KLU solver for PyTorch.
pytorch sparse-matrix sparse-linear-systems klu-algorithm sparse sparse-matrices suitesparse python
Language:Python 56
raptor-library / raptor
General, high performance algebraic multigrid solver
mpi parallel sparse cpp multigrid krylov
Language:C++ 56
gagolews / genieclust
Genie: Fast and Robust Hierarchical Clustering with Noise Point Detection - in Python and R
clustering-algorithm cluster-analysis python3 hdbscan python machine-learning-algorithms nmslib mlpack sparse hierarchical-clustering-algorithm hierarchical-clustering clustering machine-learning r data-science data-analysis data-mining genie
Language:C++ 55
v-iashin / SparseSync
Source code for "Sparse in Space and Time: Audio-visual Synchronisation with Trainable Selectors." (Spotlight at the BMVC 2022)
audio-visual bmvc lrs pytorch synchronization transformer vggsound multi-modal sparse
Language:Python 44
JuliaSparse / MKLSparse.jl
Make available to Julia the sparse functionality in MKL
high-performance julia mkl sparse
Language:Julia 43
mfschubert / sparsejac
Efficient forward- and reverse-mode sparse Jacobians using Jax
jacobian jax sparse
Language:Python 42