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  1. remix remix Public

    Rule Extraction Methods for Interactive eXplainability

    Python 41 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 17

  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 4 2