sparse

There are 3 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 3232
greg7mdp / sparsepp
A fast, memory efficient hash map for C++
hash-tables sparse-containers unordered sparsehash hashmap hash hash-map sparse
Language:C++ 1240
tensor-compiler / taco
The Tensor Algebra Compiler (taco) computes sparse tensor expressions on CPUs and GPUs
tensor tensor-algebra linear-algebra library code-generator sparse tensor-algebra-compiler
Language:C++ 1231
rusty1s / pytorch_sparse
PyTorch Extension Library of Optimized Autograd Sparse Matrix Operations
autograd pytorch sparse sparse-matrices
Language:Python 986
libxsmm / libxsmm
Library for specialized dense and sparse matrix operations, and deep learning primitives.
jit simd avx512 machine-learning sparse blas matrix-multiplication transpose bfloat16 avx2 avx sse vector intel matrix tensor convolution amx fortran
Language:C 838
naver / splade
SPLADE: sparse neural search (SIGIR21, SIGIR22)
bert information-retrieval nlp passage-retrieval sparse splade
Language:Python 732
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 722
Santosh-Gupta / SpeedTorch
Library for faster pinned CPU <-> GPU transfer in Pytorch
cpu-gpu-transfer cpu-pinned-tensors cuda cuda-tensors cuda-variables cupy data-transfer embeddings embeddings-trained gpu gpu-transfer machine-learning natural-language-processing nlp pinned-cpu-tensors pytorch pytorch-tensors pytorch-variables sparse sparse-modeling
Language:Python 680
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++ 458
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 323
lmxyy / sige
[NeurIPS 2022, T-PAMI 2023] 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 255
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 247
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 224
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 198
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 156
microsoft / rag-experiment-accelerator
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 chunking embedding rag evaluation experiment information-retrieval openai azure genai llm dense indexing sparse vectors
Language:Python 154
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:Cuda 151
marakeby / pnet_prostate_paper
P-NET, Biologically informed deep neural network for prostate cancer classification and discovery
sparse explainability cancer
Language:HTML 149
uwsampl / SparseTIR
SparseTIR: Sparse Tensor Compiler for Deep Learning
compiler sparse tensor-compiler
Language:Python 126
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 121
vanruesc / sparse-octree
A sparse octree data structure.
sparse octree raycasting culling 3d
Language:TypeScript 117
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 115
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 115
uestla / Sparse-Matrix
C++ implementation of sparse matrix using CRS (Compressed Row Storage) format
cpp crs matrix sparse
Language:C++ 109
Quantco / tabmat
Efficient matrix representations for working with tabular data
categorical-data matrix-vector-products dense sparse sandwich-products matrix
Language:Python 108
VinceShieh / spark-ffm
FFM (Field-Awared Factorization Machine) on Spark
ffm field-awared-factorization-machine spark sparse
Language:Scala 105
JuliaSparse / Pardiso.jl
Calling the PARDISO library from Julia
linear-algebra mkl-pardiso pardiso pardiso-library sparse
Language:Julia 97
IntelLabs / SpMP
sparse matrix pre-processing library
intel level-schedule linear-algebra matrix sparse sparse-linear-systems sparse-matrix spmv triangular-solve
Language:C++ 81
flatironinstitute / sparse_dot
Python wrapper for Intel Math Kernel Library (MKL) matrix multiplication
matrix-multiplication mkl numpy python scipy sparse sparse-matrix
Language:Python 73
ROCm / rocALUTION
Next generation library for iterative sparse solvers for ROCm platform
sparse cplusplus fortran opencl cuda openmp mpi solver
Language:C++ 73
ROCm / hipfort
Fortran interfaces for ROCm libraries
fortran gpu rocm hip cuda gpgpu blas sparse fft random solver interoperability
Language:Fortran 68
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 59
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++ 58
raptor-library / raptor
General, high performance algebraic multigrid solver
mpi parallel sparse cpp multigrid krylov
Language:C++ 58
JuliaSparse / MKLSparse.jl
Make available to Julia the sparse functionality in MKL
high-performance julia mkl sparse
Language:Julia 48
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 48