sparse · GitHub Topics

LibRec: A Leading Java Library for Recommender Systems, see

recommender-systems recommendation-algorithms collaborative-filtering matrix-factorization recommender systems factorization Matrix tensor collaborative filtering sparse Java

Java 3.25 k

2 年前

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

C++ 1.29 k

1 年前

greg7mdp / sparsepp

A fast, memory efficient hash map for C++

翻译 - 用于C ++的快速，内存高效的哈希映射

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

C++ 1.27 k

2 年前

rusty1s / pytorch_sparse

PyTorch Extension Library of Optimized Autograd Sparse Matrix Operations

PyTorch sparse autograd

Python 1.04 k

2 个月前

libxsmm / libxsmm

#计算机科学#Library for specialized dense and sparse matrix operations, and deep learning primitives.

jit simd avx512 机器学习 sparse blas matrix-multiplication bfloat16 avx2 avx sse vector intel Matrix tensor convolution amx Fortran

C 865

2 天前

rapidsai / raft

#大语言模型#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...

anns clustering CUDA distance gpu information-retrieval linear-algebra 大语言模型机器学习 nearest-neighbors primitives solvers sparse 统计 vector-search vector-similarity vector-store

Cuda 852

6 小时前

naver / splade

#自然语言处理#SPLADE: sparse neural search (SIGIR21, SIGIR22)

bert information-retrieval 自然语言处理 splade sparse

Python 828

10 个月前

Santosh-Gupta / SpeedTorch

#自然语言处理#Library for faster pinned CPU <-> GPU transfer in Pytorch

翻译 - 在Pytorch中可更快固定CPU <-> GPU传输的库

cpu-pinned-tensors pytorch-variables gpu-transfer cuda-variables cupy data-transfer pytorch-tensors cuda-tensors embeddings-trained PyTorch embeddings CUDA sparse 机器学习自然语言处理 gpu

Python 685

5 年前

thewhiteninja / ntfstool

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

disk bitlocker gpt ntfs Parser logfile sparse smart mbr btree efs

C++ 502

2 年前

megvii-research / Sparsebit

#计算机科学#A model compression and acceleration toolbox based on pytorch.

深度学习 post-training-quantization pruning quantization quantization-aware-training sparse tensorrt

Python 329

1 年前

rapidsai / cuvs

#大语言模型#cuVS - a library for vector search and clustering on the GPU

anns clustering CUDA distance gpu information-retrieval 大语言模型机器学习 nearest-neighbors similarity-search sparse 统计 vector-search vector-similarity vector-store

Cuda 325

3 小时前

JuliaDiff / FiniteDiff.jl

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

hessians derivatives gradients Julia 语言 fast gpu sparse-matrix sparse coloring

Julia 267

1 个月前

lmxyy / sige

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

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

Python 263

1 年前

microsoft / rag-experiment-accelerator

#大语言模型#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.

chunking embedding rag evaluation experiment information-retrieval openai Azure genai 大语言模型 indexing sparse vectors

Python 231

15 天前