action-rules: GPU-accelerated Python package for counterfactual explanations and recommendations

action-rules: GPU-accelerated Python package for counterfactual explanations and recommendations

The action-rules package provides an efficient method for mining action rules using the Action-Apriori algorithm, a modification of the traditional Apriori algorithm tailored specifically for action rule mining. Designed to generate counterfactual explanations, this Python package enables researcher...

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Bibliographic Details
Main Authors: Lukáš Sýkora, Tomáš Kliegr
Format: Article
Language:English
Published: Elsevier 2025-02-01
Series:SoftwareX
Subjects:
Action rules
Apriori algorithm
Data mining
Counterfactual explanations
Python
Online Access:http://www.sciencedirect.com/science/article/pii/S2352711024003704

Internet

http://www.sciencedirect.com/science/article/pii/S2352711024003704

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