knn-search topic

Absolute balanced kdtree for fast kNN search.

begeekmyfriend

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

dbaranchuk

Weaviate is an open-source vector database that stores both objects and vectors, allowing for the combination of vector search with structured filtering with the fault tolerance and scalability of a c...

weaviate

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

yahoojapan

Collections of vector search related libraries, service and research papers

currentslab

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

Aquila-Network

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

vioshyvo

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

nmslib

Distributed vector search for AI-native applications

vearch

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

src-d