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@MadryLab

Madry Lab

Towards a Principled Science of Deep Learning

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  1. traktrakPublic

    A fast, effective data attribution method for neural networks in PyTorch

    Python 245 38

  2. robustnessrobustnessPublic

    A library for experimenting with, training and evaluating neural networks, with a focus on adversarial robustness.

    Jupyter Notebook 946 179

  3. datamodels-datadatamodels-dataPublic

    Data for "Datamodels: Predicting Predictions with Training Data"

    Python 97 3

  4. modeldiffmodeldiffPublic

    ModelDiff: A Framework for Comparing Learning Algorithms

    Jupyter Notebook 60 4

  5. modelcomponentsmodelcomponentsPublic

    Decomposing and Editing Predictions by Modeling Model Computation

    Jupyter Notebook 137 7

  6. context-citecontext-citePublic

    Attribute (or cite) statements generated by LLMs back to in-context information.

    Jupyter Notebook 338 25

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