pattern-mining

The shortest yet efficient Python implementation of the sequential pattern mining algorithm PrefixSpan, closed sequential pattern mining algorithm BIDE, and generator sequential pattern mining algorithm FEAT.

PAMI is a Python library containing 100+ algorithms to discover useful patterns in various databases across multiple computing platforms. (Active)

[AAAI 2022] Seq2Pat: Sequence-to-Pattern Generation Library

Graph Pattern Mining

scikit-mine : pattern mining in Python

Python SPMF Wrapper 🐍 🎁

A visualization tool that supports queries and pattern mining for event sequence exploration

Mining Relevant Fix Patterns for Automated Program Repair

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

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

LoCoMotif is a time series motif discovery method that discovers variable-length motif sets in multivariate time series using time warping

RuleMiner is a package for data mining in Julia with support for itemset and association rule mining algorithms

Vertex Ordering to List Triangles: a fast C++ tool for triangle counting or listing in big graphs. See associated paper: https://arxiv.org/abs/2203.04774

Higher-order genetic interaction discovery with network-based biological priors.

Pattern Mining for the Classification of Public Procurement Fraud

Exceptional Model Mining is a descriptive data mining technique to find interesting patterns in datasets. This package contains a Python inmplementation of Exceptional Model Mining that can be applied to any dataset.

C# code of ECSM (AI 2016 conference)

The shortest yet efficient implementation of the famous sequential pattern mining algorithm PrefixSpan in Scala.

Describe data in terms of informative and concise sets of patterns

This repo is created to perform I/O Request Packet (IRP) driven ransomware analysis where the IRP logs were collected during ransomware execution.