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code release for the paper "On Completeness-aware Concept-Based Explanations in Deep Neural Networks"

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chihkuanyeh/concept_exp

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concept_exp

code release for the NeurIPS 2020 paper "On Completeness-aware Concept-Based Explanations in Deep Neural Networks"

For AwA, the main code is updated in the folder AwA_standalone (main file awa_topicmodel_shap.py), while some preprocessing of the data cannot be included due to the large data size, the main code to discover concepts and calculate ConceptShap is included.

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code release for the paper "On Completeness-aware Concept-Based Explanations in Deep Neural Networks"

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