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imodels

Here are 5 public repositories matching this topic...

imodels

csinva / imodels

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 Nov 6, 2024
Jupyter Notebook

Yu-Group / clinical-rule-vetting

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

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 Dec 2, 2024
HTML

csinva / imodels-data

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

Demos for visualizing how rule-based models work.

rules data-science machine-learning ai interpretability xai imodels

Updated Dec 17, 2021
TypeScript

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