Topic: nearest-neighbor-search Goto Github

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addictedcs / soundfingerprinting
nearest-neighbor-search,Open source audio fingerprinting in .NET. An efficient algorithm for acoustic fingerprinting written purely in C#.
User: addictedcs
Home Page: https://emysound.com
audio fingerprints algorithm acoustic-fingerprints recognition locality-sensitive-hashing nearest-neighbor-search shazam c-sharp audio-processing

alexklibisz / elastiknn
nearest-neighbor-search,Elasticsearch plugin for nearest neighbor search. Store vectors and run similarity search using exact and approximate algorithms.
User: alexklibisz
Home Page: https://alexklibisz.github.io/elastiknn
nearest-neighbor-search locality-sensitive-hashing elasticsearch elasticsearch-plugin similarity-search lucene embeddings semantic-search neural-search

ankane / neighbor
nearest-neighbor-search,Nearest neighbor search for Rails and Postgres
User: ankane
nearest-neighbor-search

aquila-network / aquila
nearest-neighbor-search,An easy to use Neural Search Engine. Index latent vectors along with JSON metadata and do efficient k-NN search.
Organization: aquila-network
Home Page: https://aquila.network
feature-vectors similarity-search knn-search information-retrieval neural-information-retrieval vector-database approximate-nearest-neighbor-search search-engine nearest-neighbor-search embedding

cgtuebingen / ggnn
nearest-neighbor-search,GGNN: State of the Art Graph-based GPU Nearest Neighbor Search
Organization: cgtuebingen
Home Page: https://uni-tuebingen.de/fakultaeten/mathematisch-naturwissenschaftliche-fakultaet/fachbereiche/informatik/lehrstuehle/computergrafik/lehrstuhl/veroeffentlichungen/ggnn-graph-based-gpu-nearest-neighbor-search/
ann approximate-nearest-neighbor-search cuda gpu nearest-neighbor-search vector-database vector-db

cgtuebingen / product-quantization-tree
nearest-neighbor-search,GPU-based large scale Approx. Nearest Neighbor Search, accepted at CVPR 2016
Organization: cgtuebingen
Home Page: http://goo.gl/YDwCl4
nearest-neighbor-search gpu parallel-computing high-performance-computing large-scale

currentslab / awesome-vector-search
nearest-neighbor-search,Collections of vector search related libraries, service and research papers
Organization: currentslab
awesome-list awesome vector similarity-search vector-search-engine nearest-neighbor-search vector-search knn-search machine-learning search-engine

dangkhoasdc / awesome-vector-database
nearest-neighbor-search,A curated list of awesome works related to high dimensional structure/vector search & database
User: dangkhoasdc
search-engine vector-database vector-search nearest-neighbor-search approximate-nearest-neighbor-search embedding-similarity similarity-search vector-search-engine embeddings-similarity

demoriarty / torchpq
nearest-neighbor-search,Approximate nearest neighbor search with product quantization on GPU in pytorch and cuda
User: demoriarty
cuda nearest-neighbor-search pytorch

dingzeyuli / knn-matting
nearest-neighbor-search,Source Code for KNN Matting, CVPR 2012 / TPAMI 2013. MATLAB code ready to run. Simple and robust implementation under 40 lines.
User: dingzeyuli
Home Page: http://dingzeyu.li/projects/knn/
knn nearest-neighbor-search matting vision segmentation foreground knn-matting vlfeat

docarray / docarray
nearest-neighbor-search,Represent, send, store and search multimodal data
Organization: docarray
Home Page: https://docs.docarray.org/
docarray data-structures multimodal cross-modal neural-search deep-learning nested-data qdrant weaviate nearest-neighbor-search

falconn-lib / falconn
nearest-neighbor-search,FAst Lookups of Cosine and Other Nearest Neighbors (based on fast locality-sensitive hashing)
Organization: falconn-lib
Home Page: http://falconn-lib.org/
nearest-neighbor-search lsh cosine-similarity locality-sensitive-hashing sketches fast-lookups falconn

haifengl / smile
nearest-neighbor-search,Statistical Machine Intelligence & Learning Engine
User: haifengl
Home Page: https://haifengl.github.io
machine-learning regression clustering manifold-learning nlp visualization classification nearest-neighbor-search interpolation wavelet

huichen / wordvector_be
nearest-neighbor-search,Web服务：使用腾讯 800 万词向量模型和 spotify annoy 引擎得到相似关键词
User: huichen
annoy golang http-server nearest-neighbor-search similarity-search wordembeddings wordvectors

infiniflow / infinity
nearest-neighbor-search,The AI-native database built for LLM applications, providing incredibly fast full-text and vector search
Organization: infiniflow
Home Page: https://infiniflow.org
ai-native llms nearest-neighbor-search rag retrieval-augmented-generation vector-search information-retrival operational-analytics bm25 embedding

jorensix / tarsoslsh
nearest-neighbor-search,A Java library implementing practical nearest neighbour search algorithm for multidimensional vectors that operates in sublinear time. It implements Locality-sensitive Hashing (LSH) and multi index hashing for hamming space.
User: jorensix
lsh nearest-neighbor-search multi-dimensional-hashing java

kakao / n2
nearest-neighbor-search,TOROS N2 - lightweight approximate Nearest Neighbor library which runs fast even with large datasets
Organization: kakao
python go ml knn machine-learning approximate k-nearest-neighbors nearest-neighbor-search approximate-nearest-neighbor-search

kyamagu / faiss-wheels
nearest-neighbor-search,Unofficial faiss wheel builder
User: kyamagu
nearest-neighbor-search python

kyroy / kdtree
nearest-neighbor-search,A k-d tree implementation in Go.
User: kyroy
go golang kdtree tree library nearest-neighbor-search nearest-neighbor

lancedb / lancedb
nearest-neighbor-search,Developer-friendly, serverless vector database for AI applications. Easily add long-term memory to your LLM apps!
Organization: lancedb
Home Page: https://lancedb.github.io/lancedb/
approximate-nearest-neighbor-search image-search nearest-neighbor-search recommender-system search-engine semantic-search similarity-search vector-database

lanterndata / lantern
nearest-neighbor-search,PostgreSQL vector database extension for building AI applications
Organization: lanterndata
Home Page: https://lantern.dev
ai vector database postgres postgresql embeddings machine-learning open-source data-science ycombinator

linkedinattic / scanns
nearest-neighbor-search,A scalable nearest neighbor search library in Apache Spark
Organization: linkedinattic
lsh nearest-neighbor-search spark nearest-neighbors

lmcinnes / pynndescent
nearest-neighbor-search,A Python nearest neighbor descent for approximate nearest neighbors
User: lmcinnes
nearest-neighbor-search knn-graphs approximate-nearest-neighbor-search

lxxue / frnn
nearest-neighbor-search,Fixed Radius Nearest Neighbor Search on GPU
User: lxxue
cuda nearest-neighbor-search pytorch

matsui528 / faiss_tips
nearest-neighbor-search,Some useful tips for faiss
User: matsui528
faiss approximate-nearest-neighbor-search nearest-neighbor-search product-quantization

matsui528 / nanopq
nearest-neighbor-search,Pure python implementation of product quantization for nearest neighbor search
User: matsui528
product-quantization approximate-nearest-neighbor-search data-compression nearest-neighbor-search

matsui528 / rii
nearest-neighbor-search,Fast and memory-efficient ANN with a subset-search functionality
User: matsui528
approximate-nearest-neighbor-search product-quantization nearest-neighbor-search pybind11 data-compression

milvus-io / milvus
nearest-neighbor-search,A cloud-native vector database, storage for next generation AI applications
Organization: milvus-io
Home Page: https://milvus.io
anns nearest-neighbor-search faiss vector-search image-search hnsw vector-database embedding-database embedding-store vector-store

mlpack / mlpack
nearest-neighbor-search,mlpack: a fast, header-only C++ machine learning library
Organization: mlpack
Home Page: https://www.mlpack.org/
c-plus-plus deep-learning hacktoberfest machine-learning machine-learning-library nearest-neighbor-search regression scientific-computing

mrhooray / kdtree-rs
nearest-neighbor-search,K-dimensional tree in Rust for fast geospatial indexing and lookup
User: mrhooray
tree geo-spatial nearest-neighbor-search index search rust k-dimensional

netrasys / pgann
nearest-neighbor-search,Fast Approximate Nearest Neighbor (ANN) searches with a PostgreSQL database.
Organization: netrasys
approximate-nearest-neighbor-search nearest-neighbor-search nearest-neighbors ann postgres vectors

pgvector / pgvector
nearest-neighbor-search,Open-source vector similarity search for Postgres
Organization: pgvector
nearest-neighbor-search approximate-nearest-neighbor-search

qdrant / qdrant
nearest-neighbor-search,Qdrant - High-performance, massive-scale Vector Database for the next generation of AI. Also available in the cloud https://cloud.qdrant.io/
Organization: qdrant
Home Page: https://qdrant.tech
neural-network matching search-engine knn-algorithm hnsw vector-search nearest-neighbor-search image-search embeddings-similarity approximate-nearest-neighbor-search

qdrant / quaterion
nearest-neighbor-search,Blazing fast framework for fine-tuning similarity learning models
Organization: qdrant
Home Page: https://quaterion.qdrant.tech/
contrastive-learning cosine-similarity deep-learning knn machine-learning metric-learning nearest-neighbor-search python pytorch pytorch-lightning

spotify / annoy
nearest-neighbor-search,Approximate Nearest Neighbors in C++/Python optimized for memory usage and loading/saving to disk
Organization: spotify
c-plus-plus python nearest-neighbor-search locality-sensitive-hashing approximate-nearest-neighbor-search golang lua

spotify / voyager
nearest-neighbor-search,🛰️ An approximate nearest-neighbor search library for Python and Java with a focus on ease of use, simplicity, and deployability.
Organization: spotify
Home Page: https://spotify.github.io/voyager/
hnsw hnswlib java machine-learning nearest-neighbor-search python

tantaraio / voy
nearest-neighbor-search,🕸️🦀 A WASM vector similarity search written in Rust
Organization: tantaraio
Home Page: https://www.npmjs.com/package/voy-search
k-d-tree nearest-neighbor-search rust similarity-search vector-search wasm wasm-pack webassembly

tensorchord / pgvecto.rs
nearest-neighbor-search,Scalable, Low-latency and Hybrid-enabled Vector Search in Postgres. Revolutionize Vector Search, not Database.
Organization: tensorchord
Home Page: https://docs.pgvecto.rs/getting-started/overview.html
llm vector vector-database faiss nearest-neighbor-search gpt chatgpt hacktoberfest rust postgres

tensorflow / similarity
nearest-neighbor-search,TensorFlow Similarity is a python package focused on making similarity learning quick and easy.
Organization: tensorflow
similarity-learning metric-learning similarity-search nearest-neighbor-search nearest-neighbors deep-learning tensorflow contrastive-learning machine-learning unsupervised-learning

toruniina / lbvh
nearest-neighbor-search,an implementation of parallel linear BVH (LBVH) on GPU
User: toruniina
cuda bvh parallel gpu thrust nearest-neighbor-search

tzaeschke / phtree
nearest-neighbor-search,PH-Tree
User: tzaeschke
index multidimensional-index nearest-neighbor nearest-neighbor-search ph-tree phtree spatial spatial-index

umbertogriffo / fast-near-duplicate-image-search
nearest-neighbor-search,Fast Near-Duplicate Image Search and Delete using pHash, t-SNE and KDTree.
User: umbertogriffo
phash kd-tree kdtree nearest-neighbor-search nearest-neighbors near-duplicate duplicate-detection duplicates-removed perceptual-hashing t-sne

unum-cloud / usearch
nearest-neighbor-search,Fast Open-Source Search & Clustering engine × for Vectors & 🔜 Strings × in C++, C, Python, JavaScript, Rust, Java, Objective-C, Swift, C#, GoLang, and Wolfram 🔍
Organization: unum-cloud
Home Page: https://unum-cloud.github.io/usearch/
kann vector-search approximate-nearest-neighbor-search simd search similarity-search database faiss search-engine webassembly

vdaas / vald
nearest-neighbor-search,Vald. A Highly Scalable Distributed Vector Search Engine
Organization: vdaas
Home Page: https://vald.vdaas.org
anng approximate-nearest-neighbor-search cloud cloud-native distributed-systems golang high-dimensional-data high-performance image-search image-search-engine kubernetes microservices nearest-neighbor-search ngt similarity-search vald vector vector-search-engine

vioshyvo / mrpt
nearest-neighbor-search,Fast and lightweight header-only C++ library (with Python bindings) for approximate nearest neighbor search
User: vioshyvo
approximate-nearest-neighbor-search k-nn nearest-neighbor-search random-projection mrpt knn-search similarity-search

weaviate / weaviate
nearest-neighbor-search,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 cloud-native database​.
Organization: weaviate
Home Page: https://weaviate.io/developers/weaviate/
search-engine semantic-search semantic-search-engine vector-search vector-search-engine vector-database approximate-nearest-neighbor-search image-search hnsw information-retrieval

willard-yuan / awesome-cbir-papers
nearest-neighbor-search,📝Awesome and classical image retrieval papers
User: willard-yuan
cbir image-retrieval visual-search image-retrieval-papers nearest-neighbor-search instance-retrieval local-features

yahoo / lopq
nearest-neighbor-search,Training of Locally Optimized Product Quantization (LOPQ) models for approximate nearest neighbor search of high dimensional data in Python and Spark.
Organization: yahoo
nearest-neighbor-search product-quantization lopq clustering spark

yahoojapan / ngt
nearest-neighbor-search,Nearest Neighbor Search with Neighborhood Graph and Tree for High-dimensional Data
Organization: yahoojapan
approximate-nearest-neighbor-search k-nearest-neighbors knn-search nearest-neighbors nearest-neighbor-search

yoshoku / hnswlib-node
nearest-neighbor-search,hnswlib-node provides Node.js bindings for Hnswlib
User: yoshoku
Home Page: https://www.npmjs.com/package/hnswlib-node
nodejs npm javascript typescript approximate-nearest-neighbor-search nearest-neighbor-search machine-learning