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1. Variational-Concept-Embedding-Model Variational-Concept-Embedding-Model Public

   Official implementation of "V-CEM: Bridging Performance and Intervenability in Concept-based Models" (XAI Conference 2025).

   Python

2. Linearly-Interpretable-Concept-Embedding-Model-for-Text Linearly-Interpretable-Concept-Embedding-Model-for-Text Public

   Official implementation of "Linearly-Interpretable Concept Embedding Models for Text Analysis" (Machine Learning 2025).

   Python 1

3. Learnable-Concept-Based-Model Learnable-Concept-Based-Model Public

   Official implementation of "Towards Better Generalization and Interpretability in Unsupervised Concept-Based Models" (ECML PKDD 2025).

   Python 3

4. 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 33 13