Frequent Pattern Mining Python Packages

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.

8K 42 10

pami

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

8K 296 262

orange3-associate

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

5K 68 36

apriori-python

🔨 Python implementation of Apriori algorithm, new and simple!

1K 68 37

pytsetlinmachine

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

510 155 33

arulespy

Python interface to arules for association rule mining

505 11 1

bluewhale3-associate

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

437 68 36

rasterminer

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

361 296 262

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.

198 11 0

orange3-associate-zh

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

137 68 36

blauwal3-associate

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

96 68 36

fimprojects

0 11 0