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marvinbuss / ExplainableML-Vision

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This repository introduces different Explainable AI approaches and demonstrates how they can be implemented with PyTorch and torchvision. Used approaches are Class Activation Mappings, LIMA and SHapley Additive exPlanations.

data-science machine-learning notebook pytorch transfer-learning cam lime class-activation-maps explainable-ai explainable-ml shap explainable-deepneuralnetwork hymenoptera-dataset
  • Updated Jul 1, 2022
  • Jupyter Notebook

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