Pattern Mining Python Packages

prefixspan

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.

seq2pat

Seq2Pat: Sequence-to-Pattern Generation Library

pami

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

hugiml-core

High-performance interpretable ML classifier using High Utility Gain patterns (IEEE Access 2024). C++ accelerated, scikit-learn compatible, with EBM-style explanations, adaptive binning, pattern pruning, and deployment tooling for regulated domains.

scikit-mine

scikit-mine : pattern mining in Python

hg

Homogenous Groups (Duplication detection, Frequent Itemsets, etc.)

spmf

Python SPMF Wrapper 🐍 🎁

absentia

Find the holes your code already drew.

dataspot

Find data concentration patterns and hotspots. Built for fraud detection and risk analysis.

rasterminer

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

dtai-locomotif

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

shapsd

Explain variable influence in black-box model through pattern mining