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@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 146 19

  2. robustness robustness Public

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

    Jupyter Notebook 893 180

  3. datamodels-data datamodels-data Public

    Data for "Datamodels: Predicting Predictions with Training Data"

    Python 84 2

  4. modeldiff modeldiff Public

    ModelDiff: A Framework for Comparing Learning Algorithms

    Jupyter Notebook 51 4

  5. modelcomponents modelcomponents Public

    Decomposing and Editing Predictions by Modeling Model Computation

    Jupyter Notebook 45 1

  6. context-cite context-cite Public

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

    Jupyter Notebook 41 4

Repositories

Showing 10 of 68 repositories
  • 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 41 MIT 4 1 0 Updated Jun 13, 2024
  • modelcomponents Public

    Decomposing and Editing Predictions by Modeling Model Computation

    Jupyter Notebook 45 MIT 1 0 0 Updated Jun 12, 2024
  • trak Public

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

    MadryLab/trak’s past year of commit activity
    Python 146 MIT 19 1 0 Updated Jun 7, 2024
  • MadryLab/mirrorSDF’s past year of commit activity
    Jupyter Notebook 0 MIT 0 0 0 Updated May 23, 2024
  • D3M Public

    Debiasing Through Data Attribution

    Python 1 MIT 0 0 0 Updated May 23, 2024
  • rla Public

    Residue Level Alignment

    MadryLab/rla’s past year of commit activity
    Jupyter Notebook 7 1 0 0 Updated Apr 10, 2024
  • MadryLab/pretraining-distribution-shift-robustness’s past year of commit activity
    Jupyter Notebook 11 0 1 0 Updated Mar 4, 2024
  • DsDm Public
    MadryLab/DsDm’s past year of commit activity
    Python 35 2 2 0 Updated Jan 24, 2024
  • robustness Public

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

    Jupyter Notebook 893 MIT 180 23 5 Updated Jan 11, 2024
  • MadryLab/trak_transfer_internal’s past year of commit activity
    Jupyter Notebook 0 0 0 0 Updated Dec 13, 2023