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@MadryLab

Madry Lab

Towards a Principled Science of Deep Learning

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  1. trak Public

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

    Python 195 26

  2. robustness Public

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

    Jupyter Notebook 928 182

  3. datamodels-data Public

    Data for "Datamodels: Predicting Predictions with Training Data"

    Python 95 3

  4. modeldiff Public

    ModelDiff: A Framework for Comparing Learning Algorithms

    Jupyter Notebook 55 4

  5. modelcomponents Public

    Decomposing and Editing Predictions by Modeling Model Computation

    Jupyter Notebook 138 8

  6. context-cite Public

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

    Jupyter Notebook 208 16

Repositories

Showing 10 of 70 repositories
  • Python 12 CC-BY-4.0 0 0 0 Updated Feb 25, 2025
  • rla Public

    Residue Level Alignment

    Python 16 MIT 3 0 0 Updated Nov 21, 2024
  • trak Public

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

    Python 195 MIT 26 7 0 Updated Nov 18, 2024
  • fast_l1 Public
    Jupyter Notebook 7 Apache-2.0 4 1 1 Updated Oct 18, 2024
  • context-cite Public

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

    Jupyter Notebook 208 MIT 16 4 0 Updated Oct 8, 2024
  • Jupyter Notebook 1 MIT 0 0 0 Updated Aug 9, 2024
  • Python 123 MIT 13 3 3 Updated Jul 25, 2024
  • cox Public

    A lightweight experimental logging library

    Python 49 MIT 5 4 4 Updated Jul 25, 2024
  • modelcomponents Public

    Decomposing and Editing Predictions by Modeling Model Computation

    Jupyter Notebook 138 MIT 8 1 0 Updated Jun 12, 2024
  • mirrorSDF Public
    Jupyter Notebook 0 MIT 0 0 0 Updated May 23, 2024