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TRAIS Lab

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  1. dattri dattri Public

    `dattri` is a PyTorch library for developing, benchmarking, and deploying efficient data attribution algorithms.

    Python 102 22

  2. LLM-Structured-Data LLM-Structured-Data Public

    Python 29 3

  3. dca-bench dca-bench Public

    Python 8 1

  4. GraSS GraSS Public

    Official implementation of the paper "GraSS: Scalable Data Attribution with Gradient Sparsification and Sparse Projection" (NeurIPS2025)

    Python 7

  5. adversarial-attack-data-attribution adversarial-attack-data-attribution Public

    Python 5 1

  6. Versatile-Influence-Function Versatile-Influence-Function Public

    Official code for A Versatile Influence Function for Data Attribution with Non-Decomposable Loss, ICML 25.

    Python 2

Repositories

Showing 10 of 14 repositories
  • dattri Public

    `dattri` is a PyTorch library for developing, benchmarking, and deploying efficient data attribution algorithms.

    TRAIS-Lab/dattri’s past year of commit activity
    Python 102 MIT 22 18 5 Updated Jan 5, 2026
  • GraSS Public

    Official implementation of the paper "GraSS: Scalable Data Attribution with Gradient Sparsification and Sparse Projection" (NeurIPS2025)

    TRAIS-Lab/GraSS’s past year of commit activity
    Python 7 0 0 0 Updated Nov 27, 2025
  • sjlt Public

    Sparse Johnson-Lindenstrauss Transforms CUDA Kernel

    TRAIS-Lab/sjlt’s past year of commit activity
    Jupyter Notebook 0 MIT 0 0 0 Updated Nov 20, 2025
  • TRAIS-Lab/project-template’s past year of commit activity
    Makefile 1 MIT 1 0 0 Updated Nov 3, 2025
  • TRAIS-Lab/min-project-template’s past year of commit activity
    Makefile 2 MIT 0 0 0 Updated Nov 3, 2025
  • TRAIS-Lab/data-attribution-hp’s past year of commit activity
    Python 1 0 0 0 Updated Oct 23, 2025
  • TRAIS-Lab/dattri-reading-group’s past year of commit activity
    HTML 0 0 0 0 Updated Sep 29, 2025
  • TRAIS-Lab/data-attribution’s past year of commit activity
    1 0 0 0 Updated Sep 6, 2025
  • dca-bench Public
    TRAIS-Lab/dca-bench’s past year of commit activity
    Python 8 Apache-2.0 1 0 0 Updated Aug 3, 2025
  • Versatile-Influence-Function Public

    Official code for A Versatile Influence Function for Data Attribution with Non-Decomposable Loss, ICML 25.

    TRAIS-Lab/Versatile-Influence-Function’s past year of commit activity
    Python 2 0 0 0 Updated Jul 27, 2025

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