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locality-sensitive-hashing

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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

UpdatedJul 29, 2024
C++

ekzhu /datasketch

MinHash, LSH, LSH Forest, Weighted MinHash, HyperLogLog, HyperLogLog++, LSH Ensemble and HNSW

python search weighted-quantiles lsh minhash top-k locality-sensitive-hashing lsh-forest lsh-ensemble jaccard-similarity hyperloglog data-sketches data-summary hnsw

UpdatedJun 4, 2024
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

UpdatedJun 1, 2024
C

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

UpdatedJun 9, 2025
C#

james-bowman /nlp

Selected Machine Learning algorithms for natural language processing and semantic analysis in Golang

nlp go golang machine-learning natural-language-processing lsh simhash locality-sensitive-hashing tf-idf lsa lda random-projections svd lsi latent-dirichlet-allocation latent-semantic-analysis singular-value-decomposition feature-hash latent-semantic-indexing random-indexing

UpdatedMay 11, 2021
Go

alexklibisz /elastiknn

Elasticsearch plugin for nearest neighbor search. Store vectors and run similarity search using exact and approximate algorithms.

elasticsearch embeddings nearest-neighbor-search locality-sensitive-hashing lucene elasticsearch-plugin semantic-search similarity-search neural-search

UpdatedJul 13, 2025
Scala

alexklibisz /elastik-nearest-neighbors

Go to:https://github.com/alexklibisz/elastiknn

elasticsearch data-engineering locality-sensitive-hashing elasticsearch-plugin knn similarity-search knn-algorithm

UpdatedApr 20, 2020
Python

idealista /tlsh-js

JavaScript port of TLSH (Trend Micro Locality Sensitive Hash)

nodejs javascript hash digest locality-sensitive-hashing tlsh

UpdatedMay 9, 2021
JavaScript

glaslos /tlsh

TLSH lib in Golang

hashing fuzzy locality-sensitive-hashing hacktoberfest tlsh

UpdatedDec 12, 2022
Go

rdspring1 /LSH_DeepLearning

Scalable and Sustainable Deep Learning via Randomized Hashing

deep-learning neural-network parallel-computing locality-sensitive-hashing randomised-algorithms

UpdatedMay 16, 2022
Java

dataplayer12 /Fly-LSH

An implementation of efficient LSH inspired by fruit fly brain

retrieval machine-learning-algorithms nearest-neighbor-search locality-sensitive-hashing

UpdatedDec 23, 2018
Python

DiceTechJobs /VectorsInSearch

Dice.com repo to accompany the dice.com 'Vectors in Search' talk by Simon Hughes, from the Activate 2018 search conference, and the 'Searching with Vectors' talk from Haystack 2019 (US). Builds upon my conceptual search and semantic search work from 2015

search-engine elasticsearch information-retrieval solr word2vec vector lsh locality-sensitive-hashing lucene kmeans glove quantization semantic-search bert invertedindex conceptual-search vector-quantization kmeans-quantization elmo inverted-indexes

UpdatedMay 12, 2021
Python

mendesk /image-ndd-lsh

Near-duplicate image detection using Locality Sensitive Hashing

image detection lsh locality-sensitive-hashing duplicate

UpdatedAug 10, 2021
Python

cmdevries /LMW-tree

Learning M-Way Tree - Web Scale Clustering - EM-tree, K-tree, k-means, TSVQ, repeated k-means, bitwise clustering

locality-sensitive-hashing random-projections clustering-algorithm streaming-algorithms large-scale-learning hierarchical-clustering k-means-clustering random-indexing bit-vectors

UpdatedFeb 7, 2022
C++

RUSH-LAB /LSH_Memory

One-Shot Learning using Nearest-Neighbor Search (NNS) and Locality-Sensitive Hashing LSH

machine-learning deep-learning pytorch locality-sensitive-hashing memory-networks zero-shot-learning lsh-memory

UpdatedMay 21, 2018
Python

serega /gaoya

Locality Sensitive Hashing

search lsh similarity simhash minhash locality-sensitive-hashing

UpdatedJul 12, 2023
Rust

loretoparisi /lshash

locality sensitive hashing (LSHASH) for Python3

python python3 locality-sensitive-hashing

UpdatedMay 8, 2025
Python

zhaoxiaofei /bindash

Fast and precise comparison of genomes and metagenomes (in the order of terabytes) on a typical personal laptop

bioinformatics big-data dimensionality-reduction locality-sensitive-hashing genomic-data-analysis

UpdatedJun 27, 2025
C++

duhaime /minhash

Quickly estimate the similarity between many sets

text-mining lsh minhash locality-sensitive-hashing

UpdatedDec 3, 2022
JavaScript

dynatrace-research /set-sketch-paper

SetSketch: Filling the Gap between MinHash and HyperLogLog

sketch estimation minhash locality-sensitive-hashing intersection cosine-similarity jaccard-similarity hyperloglog sketch-data-structures cardinality-estimation jaccard minhash-lsh-algorithm jaccard-similarity-estimation minwise-hashing hyperloglog-sketches sketch-algorithm minhash-sketches minwise-hashing-algorithm inclusion-exclusion minhash-similarity

UpdatedAug 11, 2021
C++

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