8000 annahedstroem (Anna Hedström) · GitHub
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Achievement: Starstruckx3Achievement: QuickdrawAchievement: YOLOAchievement: Pull Sharkx2

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@understandable-machine-intelligence-lab

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  1. understandable-machine-intelligence-lab/Quantus understandable-machine-intelligence-lab/Quantus Public

    Quantus is an eXplainable AI toolkit for responsible evaluation of neural network explanations

    Jupyter Notebook 605 77

  2. understandable-machine-intelligence-lab/NoiseGrad understandable-machine-intelligence-lab/NoiseGrad Public

    NoiseGrad (and its extension NoiseGrad++) is a method to enhance explanations of artificial neural networks by adding noise to model weights

    Python 22 2

  3. MetaQuantus MetaQuantus Public

    MetaQuantus is an XAI performance tool to identify reliable evaluation metrics

    Jupyter Notebook 36 1

  4. sanity-checks-revisited sanity-checks-revisited Public

    [NeurIPS XAIA & Springer] Code and notebooks to paper "A Fresh Look at Sanity Checks for Saliency Maps"

    Jupyter Notebook 24 1

  5. GEF GEF Public

    Code and notebooks to paper "Evaluating Interpretable Methods via Geometric Alignment of Functional Distortions" (TMLR, 2025)

    Python 7

  6. eval-project eval-project Public

    Jupyter Notebook 4

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