interpretable-machine-learning topic

List interpretable-machine-learning repositories

awesome-machine-learning-interpretability

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A curated list of awesome responsible machine learning resources.

diabetes_use_case

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Sample use case for Xavier AI in Healthcare conference: https://www.xavierhealth.org/ai-summit-day2/

hc_ml

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Slides, videos and other potentially useful artifacts from various presentations on responsible machine learning.

Examples of techniques for training interpretable ML models, explaining ML models, and debugging ML models for accuracy, discrimination, and security.

Contains benchmarking and interpretability experiments on the Adult dataset using several libraries

DALEX

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moDel Agnostic Language for Exploration and eXplanation

interpret

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Fit interpretable models. Explain blackbox machine learning.

DiCE

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Generate Diverse Counterfactual Explanations for any machine learning model.