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

Calculate various string metrics efficiently in Haskell

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

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

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

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

Easy-to-use Java similarity algorithms for text and numeric-series

Locality Sensitive Hashing for semantic similarity (Python 3.x)

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

Exploring Jaccard and Cosine similarities performances then visualising their output using k means and kmeans with pca. Additional input on time series analysis, web scrapping and twitter scrapping.

insight data engineering fellow project