interpretable-ml topic

List interpretable-ml 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.

interpret

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Fit interpretable models. Explain blackbox machine learning.

gandissect

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Pytorch-based tools for visualizing and understanding the neurons of a GAN. https://gandissect.csail.mit.edu/

mli-resources

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H2O.ai Machine Learning Interpretability Resources

pyss3

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A Python package implementing a new interpretable machine learning model for text classification (with visualization tools for Explainable AI :octocat:)

captum

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Model interpretability and understanding for PyTorch