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.

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.

apriori-python

🔨 Python implementation of Apriori algorithm, new and simple!

rasterminer

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

bluewhale3-associate

用于挖掘频繁项集和关联规则的蓝鲸插件

arulespy

Python interface to arules for association rule mining

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.

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.

orange3-associate-zh

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

blauwal3-associate

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