csinva / imodels Star 1.6k Code Issues Pull requests Discussions Interpretable ML package 🔍 for concise, transparent, and accurate predictive modeling (sklearn-compatible). python rules data-science machine-learning statistics ai scikit-learn ml artificial-intelligence supervised-learning interpretability explainable-ai explainable-ml rule-learning optimal-classification-tree rulefit imodels bayesian-rule-list Updated Sep 11, 2026 Jupyter Notebook
Yu-Group / clinical-rule-vetting Star 21 Code Issues Pull requests Learning clinical-decision rules with interpretable models. data-science machine-learning ai scikit-learn python3 medical dataset stability interpretability rule-based xai imodels interpretability-methods clinical-decision pecarn Updated Aug 10, 2023 Jupyter Notebook
Yu-Group / imodels-experiments Star 18 Code Issues Pull requests Experiments with experimental rule-based models to go along with imodels. python rules data-science machine-learning ai jupyter tabular-data python3 decision-trees trees interpretability shrinkage xai imodels interpretability-methods Updated May 22, 2026 Jupyter Notebook
csinva / agentic-imodels Star 15 Code Issues Pull requests Agent-interpretable data-science tools, evolved via autoresearch. data-science ai ml codex tabular interpretability ai-agents explainable-ai xai imodels llm claude-code data-science-agents autoresearch Updated Sep 1, 2026 Python
csinva / imodels-data Star 5 Code Issues Pull requests Preprocessed data for various popular tabular datasets to go along with imodels. data-science data machine-learning ai ml dataset classification interpretability rule-based xai explainability imodels Updated Nov 15, 2023 Jupyter Notebook
csinva / imodels-playground Star 2 Code Issues Pull requests Demos for visualizing how rule-based models work. rules data-science machine-learning ai interpretability xai imodels Updated Dec 17, 2021 TypeScript