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Top 10 locality-sensitive-hashing open source projects

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

✭ 1,635

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

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

✭ 9,262

python lua C++go c SWIG CMake nearest-neighbor-search locality-sensitive-hashing approximate-nearest-neighbor-search

BagMinHash - Minwise Hashing Algorithm for Weighted Sets

✭ 24

C++python minhash locality-sensitive-hashing jaccard-similarity jaccard-similarity-estimation minwise-hashing weighted-sets minwise-hashing-algorithm

learning2hash.github.io

Website for "A survey of learning to hash for Computer Vision" https://learning2hash.github.io

✭ 14

HTML hashing natural-language-processing information-retrieval text-mining computer-vision deep-learning image-processing locality-sensitive-hashing deeplearning large-scale cvpr

Near-duplicate image detection using Locality Sensitive Hashing

✭ 42

python image detection lsh locality-sensitive-hashing duplicate

recommendation-retrieval

A tutorial on scalable retrieval of matrix factorization recommendations

✭ 27

Jupyter Notebook python information-retrieval indexing matrix-factorization locality-sensitive-hashing spatial-trees recommendation-retrieval inverted-indexing indexable-representation

Generate kmers/minimizers/hashes/MinHash signatures, including with multiple kmer sizes.

✭ 21

C++Makefile minhash locality-sensitive-hashing kmer

TLSH lib in Golang

✭ 110

go Makefile hashing fuzzy locality-sensitive-hashing hacktoberfest tlsh

ExpressionMatrix2

Software for exploration of gene expression data from single-cell RNA sequencing.

✭ 29

C++python c clustering rnaseq locality-sensitive-hashing single-cell

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