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1. non-LEOPARD non-LEOPARD Public

   Pytorch implementation of 'Nonlinear Concept Erasure: A Density Matching Approach' (Saillenfest & Lemberger, 2025), to appear in Proceedings of ECAI 2025 - 28th European conference on AI

   Python 1

2. counterfactual-representations-for-explanation counterfactual-representations-for-explanation Public

   Pytorch implementation of 'Explaining text classifiers with counterfactual representations' (Lemberger & Saillenfest, 2024), ECAI 2024 - 27th European conference on AI

   Python 1

3. node-classification-and-label-dependencies node-classification-and-label-dependencies Public

   PyTorch implementation of 'How Graph Structure and Label Dependencies Contribute to Node Classification in a Large Network of Documents'

   Python

4. wikivitals-lvl5-04-2022 wikivitals-lvl5-04-2022 Public

   A dataset built from Wikivitals articles: a corpus of documents with an underlying graph structure and a hierarchy of labels

   Jupyter Notebook