feature-attribution topic

List feature-attribution repositories

captum

4.6k
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Model interpretability and understanding for PyTorch

thermostat

141
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8
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Collection of NLP model explanations and accompanying analysis tools

zennit

178
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32
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Zennit is a high-level framework in Python using PyTorch for explaining/exploring neural networks using attribution methods like LRP.

caltech_birds

41
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7
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A set of notebooks as a guide to the process of fine-grained image classification of birds species, using PyTorch based deep neural networks.

TSInterpret

103
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8
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An Open-Source Library for the interpretability of time series classifiers

cf-shap

16
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7
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Counterfactual SHAP: a framework for counterfactual feature importance