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.

pami

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

scikit-mine

scikit-mine : pattern mining in Python

spmf

Python SPMF Wrapper 🐍 🎁

seq2pat

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

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

Discovering variable-length motif sets in multivariate time series using time warping

shapsd

Explain variable influence in black-box model through pattern mining

frauddi-hotspot

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