Skip to content
@MadryLab

Madry Lab

Towards a Principled Science of Deep Learning

Pinned

  1. trak trak Public

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

    Python 138 17

  2. robustness robustness Public

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

    Jupyter Notebook 890 178

  3. datamodels-data datamodels-data Public

    Data for "Datamodels: Predicting Predictions with Training Data"

    Python 83 2

  4. modeldiff modeldiff Public

    ModelDiff: A Framework for Comparing Learning Algorithms

    Jupyter Notebook 50 4

  5. modelcomponents modelcomponents Public

    Decomposing and Editing Predictions by Modeling Model Computation

    Jupyter Notebook 42 1

  6. context-cite context-cite Public

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

    Jupyter Notebook 26 2

Repositories

Showing 10 of 67 repositories