interpretable-models topic

List interpretable-models repositories

interpret-community

413
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84
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Interpret Community extends Interpret repository with additional interpretability techniques and utility functions to handle real-world datasets and workflows.

xai-iml-sota

66
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17
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Interesting resources related to Explainable Artificial Intelligence, Interpretable Machine Learning, Interactive Machine Learning, Human in Loop and Visual Analytics.

Explainable-ML-Papers

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3
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A list of research papers of explainable machine learning.

GVAR

61
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18
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An interpretable framework for inferring nonlinear multivariate Granger causality based on self-explaining neural networks.