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shap
A game theoretic approach to explain the output of any machine learning model.
15747
2373
Explaining datasets and models
keras-vis
Neural network visualization toolkit for keras
2921
646
Integrated-Gradients
Attributing predictions made by the Inception network using the Integrated Gradients method
452
87
eli5
A library for debugging/inspecting machine learning classifiers and explaining their predictions
2510
321
cleverhans
An adversarial example library for constructing attacks, building defenses, and benchmarking both
5443
1355
Themis
Themis™ is a software fairness tester.
86
17
deeplift
Public facing deeplift repo
616
146
lime
Lime: Explaining the predictions of any machine learning classifier
9649
1585
fairml
325
68
rcnn
Recurrent & convolutional neural network modules
345
127