MinHash, LSH, LSH Forest, Weighted MinHash, HyperLogLog, HyperLogLog++, LSH Ensemble and HNSW
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Updated
Jun 4, 2024 - Python
MinHash, LSH, LSH Forest, Weighted MinHash, HyperLogLog, HyperLogLog++, LSH Ensemble and HNSW
Quickly search, compare, and analyze genomic and metagenomic data sets.
Locality Sensitive Hashing using MinHash in Python/Cython to detect near duplicate text documents
JS implementation of probabilistic data structures: Bloom Filter (and its derived), HyperLogLog, Count-Min Sketch, Top-K and MinHash
Weighted MinHash implementation on CUDA (multi-gpu).
Sketching Algorithms for Clojure (bloom filter, min-hash, hyper-loglog, count-min sketch)
C++ Implementations of sketch data structures with SIMD Parallelism, including Python bindings
Elasticsearch plugin for b-bit minhash algorism
Locality Sensitive Hashing In R
Union, intersection, and set cardinality in loglog space
Quickly estimate the similarity between many sets
Easy-to-use Java similarity algorithms for text and numeric-series
Dynatrace hash library for Java
Detect and visualize text reuse
A method to mine beyond-pairwise relationships using Min-Hashing for large-scale pattern discovery
A resistome profiler for Graphing Resistance Out Of meTagenomes
There are Python 2.7 codes and learning notes for Spark 2.1.1
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