#

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 Apr 22, 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 May 12, 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

Improve this page

Add a description, image, and links to the imodels topic page so that developers can more easily learn about it.

Curate this topic

Add this topic to your repo

To associate your repository with the imodels topic, visit your repo's landing page and select "manage topics."