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1. remix remix Public

   Rule Extraction Methods for Interactive eXplainability

   Python 42 12

2. cem cem Public

   Repository for our NeurIPS 2022 paper "Concept Embedding Models: Beyond the Accuracy-Explainability Trade-Off" and our NeurIPS 2023 paper "Learning to Receive Help: Intervention-Aware Concept Embed…

   Python 52 18

3. dmitrykazhdan/concept-based-xai dmitrykazhdan/concept-based-xai Public

   Library implementing state-of-the-art Concept-based and Disentanglement Learning methods for Explainable AI

   Python 52 5

4. concept-quality concept-quality Public

   Repository for our AAAI 2023 paper "Towards Robust Metrics For Concept Representation Evaluation"

   Jupyter Notebook 3

5. tabcbm tabcbm Public

   Official Implementation of TMLR's paper: "TabCBM: Concept-based Interpretable Neural Networks for Tabular Data"

   Python 6 2