rulefit
There are 2 repositories under rulefit topic.
csinva/imodels
Interpretable ML package 🔍 for concise, transparent, and accurate predictive modeling (sklearn-compatible).
maximilian-hildebrandt/Tumor-Classification-XAI
GitHub repo for a comparison of various inherently interpretable & explainable post-hoc methods for tumor classification, part of an assignment for Machine Learning in Healthcare at ETH Zürich