knn-search

Here are 54 public repositories matching this topic...

nmslib / nmslib

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

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

Updated Jun 6, 2022
C++

semi-technologies / weaviate

Star

vector search engine

Updated Sep 28, 2022
Go

vearch / vearch

Star

A distributed system for embedding-based vector retrieval

distributed-systems machine-learning deep-learning cloud-native knn-search image-search vectors visual-search video-search face-recoginition audio-search vector-search real-time-index

Updated Jul 22, 2022
Go

yahoojapan / NGT

Star

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

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

Updated Sep 21, 2022
C++

src-d / kmcuda

Star

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

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

Updated Jan 28, 2022
Jupyter Notebook

currentslab / awesome-vector-search

Star

Collections of vector search related libraries, service and research papers

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

Updated Sep 26, 2022

Aquila-Network / AquilaDB

Star

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

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

Updated Aug 30, 2022
Python

KristofferC / NearestNeighbors.jl

Star

High performance nearest neighbor data structures and algorithms for Julia.

datastructures knn-search nearest-neighbors range-search

Updated Sep 11, 2022
Julia

vioshyvo / mrpt

Star

Fast and lightweight header-only C++ library (with Python bindings) for approximate nearest neighbor search

nearest-neighbor-search knn-search approximate-nearest-neighbor-search mrpt k-nn similarity-search random-projection

Updated Feb 14, 2020
C++

jelmerk / hnswlib

Star

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

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

Updated Jul 10, 2022
Java

begeekmyfriend / kdtree

Star

Absolute balanced kdtree for fast kNN search.

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

Updated Sep 8, 2022
C

dbaranchuk / ivf-hnsw

Star

Code for ECCV2018 paper: Revisiting the Inverted Indices for Billion-Scale Approximate Nearest Neighbors

knn-search similarity-search

Updated May 7, 2020
C++

guenthermi / postgres-word2vec

Star

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

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

Updated Oct 6, 2021
C

nnextdb / nnext

Star

Main NNext Application Code

Updated Sep 9, 2022

vektonn / vektonn

Star

vector similarity knn-search

Updated Aug 23, 2022
C#

arborx / ArborX

Star

Performance-portable geometric search library

c-plus-plus cpp hpc gpu parallel mpi cuda distributed knn-search nearest-neighbors kokkos dbscan bounding-volume-hierarchy

Updated Sep 27, 2022
C++

bgokden / veri

Sponsor

Star

Scalable Feature Store

golang machine-learning knn-search knn feature-store

Updated Jun 6, 2022
Go

Rookfighter / knn-cpp

Star

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

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

Updated Oct 2, 2021
C++

kornelski / vpsearch

Star

C library for finding nearest (most similar) element in a set

knn-search rust-library tree-search

Updated Jan 16, 2022
Rust

G3tupup / KdTree

Star

a super lightweight head-only 3d kdtree library based on nanoflann

knn-search dynamic-update kdtree radius-search

Updated Nov 25, 2020
C++

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