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

Quickly search, compare, and analyze genomic and metagenomic data sets.

JS implementation of probabilistic data structures: Bloom Filter (and its derived), HyperLogLog, Count-Min Sketch, Top-K and MinHash

Locality Sensitive Hashing using MinHash in Python/Cython to detect near duplicate text documents

C++ Implementations of sketch data structures with SIMD Parallelism, including Python bindings

Sketching Algorithms for Clojure (bloom filter, min-hash, hyper-loglog, count-min sketch)

Detect and visualize text reuse

Weighted MinHash implementation on CUDA (multi-gpu).

Dynatrace hash library for Java

Locality Sensitive Hashing

A resistome profiler for Graphing Resistance Out Of meTagenomes

High-performance MinHash implementation in Rust with Python bindings for efficient similarity estimation and deduplication of large datasets

A Clojure library for querying large data-sets on similarity

Elasticsearch plugin for b-bit minhash algorism

Union, intersection, and set cardinality in loglog space

Quickly estimate the similarity between many sets

SetSketch: Filling the Gap between MinHash and HyperLogLog

Classify sequencing reads using MinHash.

Genomic neighbor typing of bacterial pathogens using MinHash 🐀

ProbMinHash – A Class of Locality-Sensitive Hash Algorithms for the (Probability) Jaccard Similarity