#

approximate-nearest-neighbor-search

Here are 91 public repositories matching this topic...

spotify / annoy

Star

Approximate Nearest Neighbors in C++/Python optimized for memory usage and loading/saving to disk

python golang c-plus-plus lua nearest-neighbor-search locality-sensitive-hashing approximate-nearest-neighbor-search

Updated Jul 26, 2021
C++

milvus

milvus-io / milvus

Star

An open source vector database powered by Faiss, NMSLIB and Annoy

vector nearest-neighbor-search image-search approximate-nearest-neighbor-search embedding similarity-search video-search faiss anns hnsw vector-search milvus vector-database embeddings-similarity

Updated Jul 29, 2021
Go

NGT

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 Jul 15, 2021
C++

vald

vdaas / vald

Star

Vald. A Highly Scalable Distributed Vector Search Engine

kubernetes golang distributed-systems cloud microservices high-performance vector high-dimensional-data nearest-neighbor-search cloud-native image-search approximate-nearest-neighbor-search ngt similarity-search image-search-engine vector-search-engine vald anng

Updated Jul 29, 2021
Go

kakao / n2

Star

Open

Need code formatting check process

corona10 commented Dec 1, 2017

N2 does not have code formatting check process before pushing the code.
We need to add the process.

Read more

good first issue help wanted

qdrant

qdrant / qdrant

Star

Open

Implement RAM and Disk usage computation for collection statistics

generall opened Jan 16, 2021

good first issue

lmcinnes / pynndescent

Star

A Python nearest neighbor descent for approximate nearest neighbors

nearest-neighbor-search approximate-nearest-neighbor-search knn-graphs

Updated Jul 27, 2021
Python

ankane / pgvector

Star

Open-source vector similarity search for Postgres

nearest-neighbor-search approximate-nearest-neighbor-search

Updated Jul 17, 2021
C

granne / granne

Star

Graph-based Approximate Nearest Neighbor Search

rust approximate-nearest-neighbor-search hnsw

Updated Jun 6, 2021
Rust

matsui528 / faiss_tips

Star

Some useful tips for faiss

nearest-neighbor-search approximate-nearest-neighbor-search product-quantization faiss

Updated Jul 13, 2021
Shell

AquilaDB

Aquila-Network / AquilaDB

Star

Open

Reduce docker image size

2

freakeinstein commented Jul 13, 2019

Current docker image size is insane. It is 2.55 GB. Reduce that to below 1GB or less. Apply changes from this reference: https://hackernoon.com/tips-to-reduce-docker-image-sizes-876095da3b34

Read more

enhancement good first issue help wanted low priority

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++

pgANN

netrasys / pgANN

Star

Fast Approximate Nearest Neighbor (ANN) searches with a PostgreSQL database.

postgres nearest-neighbor-search nearest-neighbors vectors ann approximate-nearest-neighbor-search

Updated Aug 4, 2020
Python

matsui528 / nanopq

Star

Pure python implementation of product quantization for nearest neighbor search

nearest-neighbor-search data-compression approximate-nearest-neighbor-search product-quantization

Updated Mar 27, 2021
Python

matsui528 / rii

Star

Fast and memory-efficient ANN with a subset-search functionality

nearest-neighbor-search data-compression approximate-nearest-neighbor-search product-quantization pybind11

Updated Jul 8, 2021
Python

instant-distance

InstantDomain / instant-distance

Star

Fast approximate nearest neighbor searching in Rust, based on HNSW index

rust approximate-nearest-neighbor-search hnsw

Updated Jul 5, 2021
Rust

cgtuebingen / ggnn

Star

GGNN: State of the Art Graph-based GPU Nearest Neighbor Search

gpu cuda nearest-neighbor-search ann approximate-nearest-neighbor-search

Updated Mar 16, 2021
Cuda

mathetake / gann

Star

gann(go-approximate-nearest-neighbor) is a library for Approximate Nearest Neighbor Search written in Go

go golang machine-learning nearest-neighbor-search approximate-nearest-neighbor-search bsp-tree

Updated Sep 15, 2020
Go

mskimm / spark-annoy

Star

Building Annoy Index on Apache Spark

scala spark approximate-nearest-neighbor-search knn

Updated Jan 5, 2021
Scala

jiangqy / ADSH-AAAI2018

Star

source code for paper "Asymmetric Deep Supervised Hashing" on AAAI-2018

deep-learning paper approximate-nearest-neighbor-search image-retrieval

Updated Aug 21, 2020
MATLAB

matsui528 / annbench

Star

A lightweight benchmark for approximate nearest neighbor search

benchmark nearest-neighbor-search approximate-nearest-neighbor-search

Updated Mar 5, 2021
Python

rixwew / elasticsearch-approximate-nearest-neighbor

Star

Plugin to integrate approximate nearest neighbor(ANN) search with Elasticsearch

elasticsearch elasticsearch-plugin ann approximate-nearest-neighbor-search product-quantization

Updated Jan 24, 2019
Java

ekzhu / lshensemble

Star

LSH index for approximate set containment search

paper lsh nearest-neighbor-search lsh-forest vldb lsh-ensemble containment containment-search approximate-nearest-neighbor-search

Updated Sep 23, 2019
Go

xinyandai / product-quantization

Star

🙃Implementation of vector quantization algorithms, codes for Norm-Explicit Quantization: Improving Vector Quantization for Maximum Inner Product Search..

clustering lsh approximate-nearest-neighbor-search product-quantization vector-quantization

Updated Jan 7, 2021
Python

yahoojapan / ngtd

Star

Serving NGT over HTTP or gRPC ※This project is not maintained. We have moved to a new product, [Vald](https://vald.vdaas.org) .

go golang approximate-nearest-neighbor-search ngt yahoojapan

Updated Apr 24, 2020
Go

dselivanov / LSHR

Star

Locality Sensitive Hashing In R

minhash locality-sensitive-hashing random-projections approximate-nearest-neighbor-search

Updated Jan 11, 2019
R

stephenleo / adventures-with-ann

Star

All the code for a series of Medium articles on Approximate Nearest Neighbors

python machine-learning-algorithms nearest-neighbor-search nearest-neighbors ann approximate-nearest-neighbor-search

Updated Apr 11, 2021
Jupyter Notebook

korymath / jann

Star

Open

Can Jann handle multilingual interaction?

korymath commented Aug 24, 2020

Currently jann is set up to use the Universal Sentence Encoder, which handles English text. It could be interesting to investigate multilingual interaction using multilingual models.

Read more

enhancement good first issue help wanted

VarIr / scikit-hubness

Star

A Python package for hubness analysis and high-dimensional data mining

data-science machine-learning data-mining high-dimensional-data nearest-neighbor-search approximate-nearest-neighbor-search hubness

Updated Jun 30, 2021
Python

dillondaudert / NearestNeighborDescent.jl

Star

Efficient approximate k-nearest neighbors graph construction and search in Julia

machine-learning distance nearest-neighbors approximate-nearest-neighbor-search julialang knn-graphs knn-algorithm nndescent

Updated May 11, 2021
Julia

Improve this page

Add a description, image, and links to the approximate-nearest-neighbor-search topic page so that developers can more easily learn about it.

Curate this topic

Add this topic to your repo

To associate your repository with the approximate-nearest-neighbor-search topic, visit your repo's landing page and select "manage topics."