jaccard-similarity

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

Compare html similarity using structural and style metrics

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

Golang metrics for calculating string similarity and other string utility functions

A Clojure library for querying large data-sets on similarity

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..

Spark functions to run popular phonetic and string matching algorithms

Calculate various string metrics efficiently in Haskell

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

BagMinHash - Minwise Hashing Algorithm for Weighted Sets

SetSketch: Filling the Gap between MinHash and HyperLogLog

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.

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.

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

insight data engineering fellow project

Text Matching Based on LCQMC: A Large-scale Chinese Question Matching Corpus

TreeMinHash: Fast Sketching for Weighted Jaccard Similarity Estimation

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.

Document store that periodically checks for changes in web documents

A graph mining problem where the task was to predict a link between the given nodes. Engineered different features like Jaccard Distance, Cosine-Similarity, Shortest Path, Page Rank, Adar Index, HITS score and Kartz Centrality. Finally built non-linear models to get the final F1 score as 0.92.

Using Jaccard-Similarity and Minhashing to determine similarity between two text documents

Analytical Derivation and Comparison of Alarm Similarity Measures Paper Code

Script which creates clusters using K-Means Clustering Algorithm with different similarity metrics.

calculate jaccard similarity using mapreduce framework

Big Data & Cloud Computing - PySpark, Dask, GCP, ...

Project 1: 🎬🍿 Movie-Recommendation-System, Project 2: 📰🔍Fake News Detection System

Fast Jaccard similarity search for abstract sets (documents, products, users, etc.) using MinHashing and Locality Sensitve Hashing