pattern-mining

The official repository of the popular SPMF Open Source Pattern Mining Software/Library. It offers implementations of 300+ data mining algorithms for pattern mining, including tasks such as association rule mining, itemset mining, sequential pattern mining, sequential rule mining.

A Java Desktop application with a graphical user interface for the discovery of colinear syntenic blocks across thousands microbial genomes

This is an automated transformation inference tool that leverages a big code corpus to guide the abstraction of transformation patterns.

The SPMF-Server exposes the SPMF data mining library as an HTTP REST API, enabling clients to submit pattern mining jobs, poll their status, and retrieve results programmatically or via a graphical client.

Experimental Java modernization toolkit built on Eclipse JDT — safe cleanups, quick fixes, reusable transformation patterns, static analysis and refactoring mining.

PPSF Privacy-Preserving and Security Framework An Open-Source of Privacy-Preserving and Security Library (archival)

An Arithmetic Circuit Miner

Frequent Pattern Mining in Simplicial Complexes

Pattern Mining in Multi-weighted Graphs

ROhAN: Row-Order Agnostic Null Models for Statistically-sound Knowledge Discovery

Reference implementation and experiment harness for RHUSPM-Par: parallel regular high-utility sequential pattern mining with recursive dynamic load balancing on shared-memory multi-core machines.

Mining regular high utility sequential patterns by integrating sparse co-occurrence structures with look-ahead utility bounds — reference implementation and reproducible experiment pipeline.

Parallel Regular Incremental High-Utility Sequential Pattern Mining (Java)