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

Go metrics for calculating string similarity and other string utility functions

Compare html similarity using structural and style metrics

A package to compute medical segmentation metrics.

Tika-Similarity uses the Tika-Python package (Python port of Apache Tika) to compute file similarity based on Metadata features.

A fuzzy matching string distance library for Scala and Java that includes Levenshtein distance, Jaro distance, Jaro-Winkler distance, Dice coefficient, N-Gram similarity, Cosine similarity, Jaccard similarity, Longest common subsequence, Hamming distance, and more..

A Clojure library for querying large data-sets on similarity

Spark functions to run popular phonetic and string matching algorithms

SetSketch: Filling the Gap between MinHash and HyperLogLog

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

Calculate various string metrics efficiently in Haskell

Aim is to come up with a job recommender system, which takes the skills from LinkedIn and jobs from Indeed and throws the best jobs available for you according to your skills.

BagMinHash - Minwise Hashing Algorithm for Weighted Sets

Minhash and maxhash library in Python, combining flexibility, expressivity, and performance.

Optimizing bit-level Jaccard Index and Population Counts for large-scale quantized Vector Search via Harley-Seal CSA and Lookup Tables

Easy-to-use Java library for similarity checking of strings or numeric-series

This is an implementation of the paper written by Yuhua Li, David McLean, Zuhair A. Bandar, James D. O’Shea, and Keeley Crockett

A text similarity computation using minhashing and Jaccard distance on reuters dataset

TreeMinHash: Fast Sketching for Weighted Jaccard Similarity Estimation

insight data engineering fellow project