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1. cem cem Public

   Repository for our NeurIPS 2022 paper "Concept Embedding Models", our NeurIPS 2023 paper "Learning to Receive Help", and our ICML 2025 paper "Avoiding Leakage Poisoning"

   Python 69 23

2. pyc-team/pytorch_concepts pyc-team/pytorch_concepts Public

   PyC (Pytorch Concepts) is a PyTorch-based library for training concept-based interpretable deep learning models.

   Python 16 5

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 54 6

4. remix remix Public

   Rule Extraction Methods for Interactive eXplainability

   Python 47 13

5. concept-quality concept-quality Public

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

   Jupyter Notebook 5

6. tabcbm tabcbm Public

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

   Python 12 2