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@MadryLab

Madry Lab

Towards a Principled Science of Deep Learning

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  1. trak trak Public

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

    Python 220 33

  2. robustness robustness Public

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

    Jupyter Notebook 945 182

  3. datamodels-data datamodels-data Public

    Data for "Datamodels: Predicting Predictions with Training Data"

    Python 97 3

  4. modeldiff modeldiff Public

    ModelDiff: A Framework for Comparing Learning Algorithms

    Jupyter Notebook 58 5

  5. modelcomponents modelcomponents Public

    Decomposing and Editing Predictions by Modeling Model Computation

    Jupyter Notebook 138 8

  6. context-cite context-cite Public

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

    Jupyter Notebook 300 26

Repositories

Showing 10 of 72 repositories
  • AT2 Public

    Attribute statements generated by LLMs to preceding tokens using attention weights.

    MadryLab/AT2’s past year of commit activity
    Jupyter Notebook 18 MIT 0 0 0 Updated Apr 22, 2025
  • search-with-at2-citations Public

    An LLM-powered search tool with citations provided by AT2

    MadryLab/search-with-at2-citations’s past year of commit activity
    JavaScript 2 MIT 1 0 0 Updated Apr 22, 2025
  • MadryLab/platinum-benchmarks’s past year of commit activity
    Python 38 CC-BY-4.0 2 1 0 Updated Apr 14, 2025
  • rla Public

    Residue Level Alignment

    MadryLab/rla’s past year of commit activity
    Python 19 MIT 3 0 0 Updated Nov 21, 2024
  • trak Public

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

    MadryLab/trak’s past year of commit activity
    Python 220 MIT 33 7 1 Updated Nov 18, 2024
  • fast_l1 Public
    MadryLab/fast_l1’s past year of commit activity
    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.

    MadryLab/context-cite’s past year of commit activity
    Jupyter Notebook 300 MIT 26 4 0 Updated Oct 8, 2024
  • MadryLab/ml-data-tutorial’s past year of commit activity
    Jupyter Notebook 1 MIT 0 0 0 Updated Aug 9, 2024
  • MadryLab/implementation-matters’s past year of commit activity
    Python 132 MIT 16 3 3 Updated Jul 25, 2024
  • cox Public

    A lightweight experimental logging library

    MadryLab/cox’s past year of commit activity
    Python 52 MIT 5 4 4 Updated Jul 25, 2024