sparse

There are 4 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 3268
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++ 1331
greg7mdp / sparsepp
A fast, memory efficient hash map for C++
hash-tables sparse-containers unordered sparsehash hashmap hash hash-map sparse
Language:C++ 1292
rusty1s / pytorch_sparse
PyTorch Extension Library of Optimized Autograd Sparse Matrix Operations
autograd pytorch sparse sparse-matrices
Language:Python 1093
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 951
naver / splade
SPLADE: sparse neural search (SIGIR21, SIGIR22)
bert information-retrieval nlp passage-retrieval sparse splade
Language:Python 940
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 917
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 683
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 564
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++ 549
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 332
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 azure chunking dense embedding evaluation experiment genai indexing information-retrieval llm openai rag sparse vectors
Language:Python 284
JuliaDiff / FiniteDiff.jl
Fast non-allocating calculations of gradients, Jacobians, and Hessians with sparsity support
jacobians hessians derivatives gradients julia fast gpu sparse-matrix sparse banded non-allocating coloring
Language:Julia 281
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 267
tiktok / sparo
Sparo optimizes performance of Git operations for your large frontend monorepo.
checkout git monorepo monorepos optimization pnpm rush rushjs rushstack sparse sparse-checkout
Language:TypeScript 244
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 227
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 225
finch-tensor / Finch.jl
Sparse and Structured Tensor Compiler
arrays dsl julia tensors sparse compiler graphs linear-algebra finch looplets
Language:Julia 222
marakeby / pnet_prostate_paper
P-NET, Biologically informed deep neural network for prostate cancer classification and discovery
sparse explainability cancer
Language:HTML 162
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 158
uwsampl / SparseTIR
SparseTIR: Sparse Tensor Compiler for Deep Learning
compiler sparse tensor-compiler
Language:Python 140
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 139
vanruesc / sparse-octree
A sparse octree data structure.
sparse octree raycasting culling 3d
Language:TypeScript 128
Quantco / tabmat
Efficient matrix representations for working with tabular data
categorical-data dense matrix matrix-vector-products sandwich-products sparse
Language:Python 126
hellloxiaotian / ADNet
Attention-guided CNN for image denoising(Neural Networks,2020)
attention-mechanism blind-denoising cnn cnn-pytorch deep-learning deep-neural-networks deep-reinforcement-learning image-denoising python2 pytorch real-noise sparse
Language:Python 123
uestla / Sparse-Matrix
C++ implementation of sparse matrix using CRS (Compressed Row Storage) format
cpp matrix sparse crs
Language:C++ 123
JuliaSparse / Pardiso.jl
Calling the PARDISO library from Julia
linear-algebra mkl-pardiso pardiso pardiso-library sparse
Language:Julia 109
VinceShieh / spark-ffm
FFM (Field-Awared Factorization Machine) on Spark
ffm spark field-awared-factorization-machine sparse
Language:Scala 106
flatironinstitute / sparse_dot
Python wrapper for Intel Math Kernel Library (MKL) matrix multiplication
matrix-multiplication mkl numpy python scipy sparse sparse-matrix
Language:Python 91
ROCm / rocALUTION
Next generation library for iterative sparse solvers for ROCm platform
sparse cplusplus fortran opencl cuda openmp mpi solver
Language:C++ 89
IntelLabs / SpMP
sparse matrix pre-processing library
sparse sparse-linear-systems spmv triangular-solve intel level-schedule sparse-matrix linear-algebra matrix
Language:C++ 83
ROCm / hipfort
Fortran interfaces for ROCm libraries
fortran gpu rocm hip cuda gpgpu blas sparse fft random solver interoperability
Language:Fortran 83
gagolews / genieclust
Genie: Fast and Robust Hierarchical Clustering with Noise Point Detection - in Python and R
cluster-analysis clustering clustering-algorithm data-analysis data-mining data-science genie hdbscan hierarchical-clustering hierarchical-clustering-algorithm machine-learning machine-learning-algorithms mlpack nmslib python python3 r sparse
Language:C++ 67
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 66
mfschubert / sparsejac
Efficient forward- and reverse-mode sparse Jacobians using Jax
jax jacobian sparse
Language:Python 65
raptor-library / raptor
General, high performance algebraic multigrid solver
cpp krylov mpi multigrid parallel sparse
Language:C++ 63