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  1. MadryLab/modelcomponents MadryLab/modelcomponents Public

    Decomposing and Editing Predictions by Modeling Model Computation

    Jupyter Notebook 126 6

  2. MadryLab/modeldiff MadryLab/modeldiff Public

    ModelDiff: A Framework for Comparing Learning Algorithms

    Jupyter Notebook 53 4

  3. simplicitybiaspitfalls simplicitybiaspitfalls Public

    The Pitfalls of Simplicity Bias in Neural Networks [NeurIPS 2020] (http://arxiv.org/abs/2006.07710v2)

    Jupyter Notebook 39 11

  4. inputgradients inputgradients Public

    Do input gradients highlight discriminative features? [NeurIPS 2021] (https://arxiv.org/abs/2102.12781)

    Jupyter Notebook 13 1