Locality Sensitive Hashing Python Packages

datasketch

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

annoy

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

elastiknn-client

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

annoy-mm

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

lshrs

A Locality Sensitive Hashing based recommendation system for efficient similarity search.

gaoya

No description available

akin

Akin is a Python library for detecting near-duplicate texts using min-hashing and locality sensitive hashing.

lshashing

Nearest neighbors search using locality-sensitive hashing

aghasher

An implementation of Anchor Graph Hashing

lshashpy3

A fast Python 3 implementation of locality sensitive hashing with persistance support.

annoy-binary

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

annoy-fixed

fixed annoy bugs personer

annoy-dm

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

mashing-pumpkins

Hash sketches of sequences

simple-lsh

fast and simple locality-sensitive hashing implemented in (numba + numpy)