xai topic
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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
Stars
38
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Explanatory Model Analysis. Explore, Explain and Examine Predictive Models
visual-attribution
143
Stars
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
Stars
181
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Generate Diverse Counterfactual Explanations for any machine learning model.
xai
1.1k
Stars
160
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XAI - An eXplainability toolbox for machine learning
awesome-interpretable-machine-learning
902
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141
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xai_resources
791
Stars
137
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Interesting resources related to XAI (Explainable Artificial Intelligence)