Search Results - RepositoryStats

454

3.4k

apache-2.0

93

Non-Metric Space Library (NMSLIB): An efficient similarity search library and a toolkit for evaluation of k-NN methods for generic non-metric spaces.

vp-tree knn-search non-metric k-nn-graphs neighborhood-graphs

Created 2013-07-10

1,581 commits to master branch, last one 3 months ago

awesome-vector-search currentslab

97

1.4k

mit

33

Collections of vector search related libraries, service and research papers

vector awesome knn-search awesome-list search-engine vector-search machine-learning similarity-search vector-search-engine nearest-neighbor-search

Created 2021-04-09

94 commits to main branch, last one 11 months ago

NGT yahoojapan

116

1.3k

apache-2.0

37

Nearest Neighbor Search with Neighborhood Graph and Tree for High-dimensional Data

knn-search nearest-neighbors k-nearest-neighbors nearest-neighbor-search approximate-nearest-neighbor-search

Created 2016-09-01

210 commits to main branch, last one 4 days ago

kmcuda src-d

146

811

other

28

Large scale K-means and K-nn implementation on NVIDIA GPU / CUDA

cuda kmeans python afk-mc2 yinyang knn-search hacktoberfest machine-learning

Created 2016-06-23

266 commits to master branch, last one 2 years ago

ustore unum-cloud

31

556

apache-2.0

9

Multi-Modal Database replacing MongoDB, Neo4J, and Elastic with 1 faster ACID solution, with NetworkX and Pandas interfaces, and bindings for C 99, C++ 17, Python 3, Java, GoLang 🗄️

Created 2022-06-12

3,740 commits to main branch, last one about a year ago

NearestNeighbors.jl KristofferC

66

426

other

15

High performance nearest neighbor data structures (KDTree and BallTree) and algorithms for Julia.

knn-search range-search datastructures nearest-neighbors

Created 2015-10-31

194 commits to master branch, last one about a month ago

aquila Aquila-Network

25

377

unknown

21

An easy to use Neural Search Engine. Index latent vectors along with JSON metadata and do efficient k-NN search.

faiss aquila embedding retrieval knn-search image-search video-search neural-search search-engine feature-vectors vector-database similarity-search similarity-searches information-retrieval nearest-neighbor-search information-retrieval-engine neural-information-retrieval approximate-nearest-neighbor-search

Created 2019-04-19

499 commits to main branch, last one 10 months ago

hnswlib jelmerk

56

261

apache-2.0

16

Java library for approximate nearest neighbors search using Hierarchical Navigable Small World graphs

java scala spark pyspark algorithm knn-search k-nearest-neighbors

Created 2019-03-31

422 commits to master branch, last one 11 months ago

ArborX arborx

39

187

bsd-3-clause

10

Performance-portable geometric search library

cpp gpu hpc mpi cuda dbscan kokkos hdbscan parallel clustering knn-search c-plus-plus distributed nearest-neighbors bounding-volume-hierarchy high-performance-computing

Created 2019-04-09

4,073 commits to master branch, last one 10 days ago

kdtree begeekmyfriend

34

178

mit

13

Absolute balanced kdtree for fast kNN search.

knn kmeans k-means kd-tree kdtrees kd-trees algorithm knn-search tree-structure k-nearest-neighbours

Created 2017-02-22

27 commits to master branch, last one about a year ago

postgres-word2vec guenthermi

19

145

mit

9

utils to use word embedding models like word2vec vectors in a PostgreSQL database

word2vec knn-search postgresql inverted-index word-embeddings similarity-search product-quantization

Created 2017-11-03

135 commits to master branch, last one 3 years ago

vektonn vektonn

5

127

apache-2.0

6

This repository has no description...

vector knn-search similarity

Created 2021-06-14

198 commits to master branch, last one 2 years ago

veri bgokden

6

55

apache-2.0

5

Scalable Feature Store

knn golang knn-search feature-store machine-learning

Created 2018-05-21

333 commits to master branch, last one about a year ago

knn-cpp Rookfighter

5

53

mit

3

A header-only C++ library for k nearest neighbor search with Eigen3.

knn kd-tree knn-search header-only nearest-neighbor-search

Created 2018-12-04

115 commits to master branch, last one 3 years ago

text-to-image-eval encord-team

1

40

apache-2.0

4

Evaluate custom and HuggingFace text-to-image/zero-shot-image-classification models like CLIP, SigLIP, DFN5B, and EVA-CLIP. Metrics include Zero-shot accuracy, Linear Probe, Image retrieval, and KNN ...

knn-search linear-probing evaluation-metrics zero-shot-retrieval embedding-evaluation evaluation-framework embeddings-extraction model-evaluation-metrics text-to-image-evaluation zero-shot-classification zero-shot-image-classification

Created 2024-02-09

89 commits to main branch, last one 4 months ago