interpretml

There are 2 repositories under interpretml topic.

interpretml / interpret
Fit interpretable models. Explain blackbox machine learning.
machine-learning interpretability gradient-boosting blackbox scikit-learn xai interpretml interpretable-machine-learning interpretable-ai transparency iml interpretable-ml explainable-ml explainability bias ai artificial-intelligence explainable-ai differential-privacy
Language:C++ 6011
12wang3 / mllp
The code of AAAI 2020 paper "Transparent Classification with Multilayer Logical Perceptrons and Random Binarization".
transparency interpretability transparent-ml interpretable-ai explainable-ai xai interpretable-ml rule-based rule-sets aaai machine-learning-interpretability interpretable-machine-learning machine-learning explainable-ml iml explainability interpretml
Language:Python 19
chaitanyakasaraneni / SHAP_EBM_Examples
Example/Code for the article on KDNuggets
interpretml shap wine-sample
Language:Jupyter Notebook 2
leestott / ResponsibleAI
Microsoft Ignite - Getting started on your health-tech journey using responsible AI
health healthcare azure-machine-learning azure heart-disease data-scientists datascience fairlearn interpretml
Language:Jupyter Notebook 2
retkowsky / InterpretML
Démonstration Azure InterpretML
notebook azureml interpretml
Language:Jupyter Notebook 1
Innoccull / responsible_ai_demo
A demonstration of detecting and mitigating bias in AI.
bias-detection bias-mitigation explainable-ai fairlearn interpretml responsible-ai
Language:Jupyter Notebook 0