The Wayback Machine - https://web.archive.org/web/20221020164042/https://github.com/topics/nearest-neighbor-search

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nearest-neighbor-search

Here are 243 public repositories matching this topic...

milvus

milvus-io / milvus

Vector database for scalable similarity search and AI applications.

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

Updated Oct 20, 2022
Go

spotify / annoy

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 Aug 19, 2022
C++

haifengl / smile

Sponsor

Statistical Machine Intelligence & Learning Engine

visualization nlp data-science machine-learning statistics deep-learning graph clustering interpolation genetic-algorithm linear-algebra regression nearest-neighbor-search classification wavelet dataframe computer-algebra-system manifold-learning multidimensional-scaling

Updated Oct 17, 2022
Java

mlpack / mlpack

mlpack: a scalable C++ machine learning library --

c-plus-plus machine-learning deep-learning regression nearest-neighbor-search scientific-computing machine-learning-library hacktoberfest

Updated Oct 19, 2022
C++

qdrant

qdrant / qdrant

Sponsor

Qdrant - Vector Search Engine for the next generation of AI applications

search-engine neural-network matching nearest-neighbor-search image-search recommender-system vectors approximate-nearest-neighbor-search search-engines similarity-search knn-algorithm mlops hnsw vector-search vector-database neural-search vector-search-engine embeddings-similarity

Updated Oct 20, 2022
Rust

willard-yuan / awesome-cbir-papers

📝Awesome and classical image retrieval papers

nearest-neighbor-search cbir visual-search image-retrieval local-features image-retrieval-papers instance-retrieval

Updated Sep 29, 2022

docarray

jina-ai / docarray

🧬 The data structure for unstructured multimodal data · Neural Search · Vector Search · Document Store

graphql elasticsearch deep-learning protobuf sqlite data-structures nearest-neighbor-search cross-modal multi-modal semantic-search unstructured-data multimodal nested-data weaviate dataclass vector-search neural-search qdrant docarray

Updated Oct 20, 2022
Python

FALCONN-LIB / FALCONN

FAst Lookups of Cosine and Other Nearest Neighbors (based on fast locality-sensitive hashing)

lsh nearest-neighbor-search locality-sensitive-hashing sketches cosine-similarity fast-lookups falconn

Updated Jul 29, 2019
C

vald

vdaas / vald

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 Oct 20, 2022
Go

NGT

yahoojapan / NGT

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 Oct 7, 2022
C++

tensorflow / similarity

TensorFlow Similarity is a python package focused on making similarity learning quick and easy.

python machine-learning deep-learning clustering tensorflow nearest-neighbor-search metric-learning cosine-similarity nearest-neighbors unsupervised-learning knn similarity-search similarity-learning simclr contrastive-learning simsiam barlow-twins simclr2

Updated Oct 19, 2022
Python

soundfingerprinting

AddictedCS / soundfingerprinting

Open source audio fingerprinting in .NET. An efficient algorithm for acoustic fingerprinting written purely in C#.

audio c-sharp algorithm recognition nearest-neighbor-search fingerprints locality-sensitive-hashing acoustic-fingerprints shazam audio-processing

Updated Sep 20, 2022
C#

lmcinnes / pynndescent

A Python nearest neighbor descent for approximate nearest neighbors

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

Updated Sep 17, 2022
Python

pgvector / pgvector

Open-source vector similarity search for Postgres

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

Updated Oct 15, 2022
C

yahoo / lopq

Training of Locally Optimized Product Quantization (LOPQ) models for approximate nearest neighbor search of high dimensional data in Python and Spark.

spark clustering nearest-neighbor-search product-quantization lopq

Updated Apr 14, 2019
Python

kakao / n2

TOROS N2 - lightweight approximate Nearest Neighbor library which runs fast even with large datasets

python go machine-learning ml nearest-neighbor-search approximate-nearest-neighbor-search knn approximate k-nearest-neighbors

Updated May 20, 2021
Jupyter Notebook

currentslab / awesome-vector-search

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 Oct 3, 2022

quaterion

qdrant / quaterion

Sponsor

Blazing fast framework for fine-tuning similarity learning models

python machine-learning deep-learning pytorch nearest-neighbor-search metric-learning cosine-similarity knn similarity-search similarity-learning pytorch-lightning contrastive-learning

Updated Oct 6, 2022
Python

matsui528 / faiss_tips

Some useful tips for faiss

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

Updated Jan 6, 2022
Shell

AquilaDB

Aquila-Network / AquilaDB

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

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