#Sparse

Showing 12 of 12 repositories tagged #sparse, ranked by stars

NVIDIA
NVIDIA
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.

Score
100
★ 1.0k ⑂ 240 +1/day
Cuda
naver
naver
splade

SPLADE: sparse neural search (SIGIR21, SIGIR22)

Score
100
★ 996 ⑂ 96
Python
libxsmm
libxsmm
libxsmm

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

Score
100
★ 965 ⑂ 203
C
NVIDIA
NVIDIA
cuvs

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

Score
80
★ 809 ⑂ 209 +9/day
Cuda
Santosh-Gupta
Santosh-Gupta
SpeedTorch

Library for faster pinned CPU <-> GPU transfer in Pytorch

Score
0
★ 682 ⑂ 40
Python
microsoft
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.

Score
60
★ 311 ⑂ 110
Python
flatironinstitute
flatironinstitute
sparse_dot

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

Score
0
★ 95 ⑂ 11
Python
nikshepsvn
nikshepsvn
bankai

Ultra-Sparse Adaptation of 1-Bit LLMs via XOR Patches

Score
20
★ 80 ⑂ 9 +2/day
Python
gagolews
gagolews
genieclust

Genie: Fast and Robust Hierarchical Clustering

Score
50
★ 73 ⑂ 12
C++
Infini-AI-Lab
Infini-AI-Lab
vortex_torch

Vortex: A Flexible and Efficient Sparse Attention Framework

Score
40
★ 65 ⑂ 10 +1/day
Python
SuperBruceJia
SuperBruceJia
Awesome-Mixture-of-Experts

Awesome Mixture of Experts (MoE): A Curated List of Mixture of Experts (MoE) and Mixture of Multimodal Experts (MoME)

Score
0
★ 64 ⑂ 8
alugowski
alugowski
matrepr

Format matrices and tensors to HTML, string, and LaTeX, with Jupyter integration.

Score
0
★ 16 ⑂ 0
Python
Related Topics
#machine-learning#llm#information-retrieval#clustering#cuda#gpu#anns#distance#nearest-neighbors#neighborhood-methods#statistics#vector-search

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