Frequent Pattern Mining Python Packages

pami

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

orange3-associate

🍊 :package: Frequent itemsets and association rules mining for Orange 3.

apriori-python

🔨 Python implementation of Apriori algorithm, new and simple!

pytsetlinmachine

Implements the Tsetlin Machine, Embedding Tsetlin Machine, Convolutional Tsetlin Machine, Regression Tsetlin Machine, and Weighted Tsetlin Machine, with support for continuous features, multigranularity, clause indexing, drop clause/literal, and literal budget.

bluewhale3-associate

用于挖掘频繁项集和关联规则的蓝鲸插件

rasterminer

This software is being developed at the University of Aizu, Aizu-Wakamatsu, Fukushima, Japan

arulespy

Python interface to arules for association rule mining

pytsetlinmachineparallel

Multi-threaded implementation of the Tsetlin Machine, Convolutional Tsetlin Machine, Regression Tsetlin Machine, and Weighted Tsetlin Machine, with support for continuous features and multigranularity.

fimproject

"Frequent Mining Algorithms" is a Python library that includes frequent mining algorithms. This library contains popular algorithms used to discover frequent items and patterns in datasets. Frequent mining is widely used in various applications to uncover significant insights, such as market basket analysis, network traffic analysis, etc.

orange3-associate-zh

Orange add-on for mining frequent itemsets and association rules.

blauwal3-associate

用于挖掘频繁项集和关联规则的蓝鲸插件