xai topic

List xai repositories

fcdd

217
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59
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Repository for the Explainable Deep One-Class Classification paper

interpret

6.1k
Stars
718
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Fit interpretable models. Explain blackbox machine learning.

explainerdashboard

2.2k
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322
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Quickly build Explainable AI dashboards that show the inner workings of so-called "blackbox" machine learning models.

ema

175
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38
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Explanatory Model Analysis. Explore, Explain and Examine Predictive Models

visual-attribution

143
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25
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Pytorch Implementation of recent visual attribution methods for model interpretability

AIX360

1.5k
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307
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Interpretability and explainability of data and machine learning models

DiCE

1.3k
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181
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Generate Diverse Counterfactual Explanations for any machine learning model.

xai

1.1k
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160
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XAI - An eXplainability toolbox for machine learning

xai_resources

791
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137
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Interesting resources related to XAI (Explainable Artificial Intelligence)