chihkuanyeh / concept_exp

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

Geek Repo:Geek Repo

Github PK Tool:Github PK Tool

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.

About

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


Languages

Language:Python 100.0%