imodels

There are 0 repository under imodels topic.

imodels
csinva / imodels
Interpretable ML package 🔍 for concise, transparent, and accurate predictive modeling (sklearn-compatible).
interpretability machine-learning data-science artificial-intelligence ml ai statistics scikit-learn python optimal-classification-tree rulefit imodels rule-learning supervised-learning explainable-ml explainable-ai rules bayesian-rule-list
Language:Jupyter Notebook 1288
Yu-Group / clinical-rule-vetting
Learning clinical-decision rules with interpretable models.
ai clinical-decision data-science dataset imodels interpretability interpretability-methods machine-learning medical pecarn python3 rule-based scikit-learn stability xai
Language:Jupyter Notebook 15
Yu-Group / imodels-experiments
Experiments with experimental rule-based models to go along with imodels.
interpretability-methods interpretability ai imodels rules machine-learning data-science xai tabular-data python python3 jupyter trees decision-trees shrinkage
Language:HTML 15
csinva / imodels-data
Preprocessed data for various popular tabular datasets to go along with imodels.
ai classification data data-science dataset explainability imodels interpretability machine-learning ml rule-based xai
Language:Jupyter Notebook 3
csinva / imodels-playground
Demos for visualizing how rule-based models work.
ai data-science imodels interpretability machine-learning rules xai
Language:TypeScript 2