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1. meta-pytorch/captum meta-pytorch/captum Public

   Model interpretability and understanding for PyTorch

   Python 5.7k 574

2. ProtoFlow ProtoFlow Public

   Official code for the paper, "This Probably Looks Exactly Like That: An Invertible Prototypical Network"

   Python 9 3

3. merlresearch/PixPNet merlresearch/PixPNet Public

   Contains code for our paper, Pixel-Grounded Prototypical Part Networks

   Python 11 2

4. PostHocExplainerEvaluation PostHocExplainerEvaluation Public

   Evaluation framework for post hoc explanation methods | Explainable AI (XAI)

   Jupyter Notebook 3

5. unfooling unfooling Public

   [AAAI'23 Paper] A machine learning defense for auditors of black box automated decision-making systems.

   Python 3 1

6. CNN_LCD CNN_LCD Public

   CNNs for Loop-Closure Detection on the Oxford New College and City Centre Datasets

   Python 59 14