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PAIR code

Code repositories for projects from the People+AI Research (PAIR) Initiative

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  1. facets facets Public archive

    Visualizations for machine learning datasets

    Jupyter Notebook 7.4k 887

  2. lit lit Public

    The Learning Interpretability Tool: Interactively analyze ML models to understand their behavior in an extensible and framework agnostic interface.

    TypeScript 3.5k 357

  3. saliency saliency Public

    Framework-agnostic implementation for state-of-the-art saliency methods (XRAI, BlurIG, SmoothGrad, and more).

    Jupyter Notebook 958 192

  4. what-if-tool what-if-tool Public

    Source code/webpage/demos for the What-If Tool

    HTML 928 171

  5. umap-js umap-js Public

    JavaScript implementation of UMAP

    JavaScript 383 32

  6. llm-comparator llm-comparator Public

    LLM Comparator is an interactive data visualization tool for evaluating and analyzing LLM responses side-by-side, developed by the PAIR team.

    JavaScript 345 25

Repositories

Showing 10 of 43 repositories
  • PAIR-code/depth-maps-art-and-illusions’s past year of commit activity
    TypeScript 19 6 1 34 Updated Dec 12, 2024
  • PAIR-code/waterfall-of-meaning’s past year of commit activity
    TypeScript 5 Apache-2.0 6 0 18 Updated Dec 12, 2024
  • deliberate-lab Public

    Platform for running online research experiments on human + LLM group dynamics.

    PAIR-code/deliberate-lab’s past year of commit activity
    TypeScript 10 Apache-2.0 5 30 3 Updated Dec 11, 2024
  • interpretability Public

    PAIR.withgoogle.com and friend's work on interpretability methods

    PAIR-code/interpretability’s past year of commit activity
    JavaScript 155 Apache-2.0 30 0 20 Updated Dec 11, 2024
  • scatter-gl Public

    Interactive 3D / 2D webgl-accelerated scatter plot point renderer

    PAIR-code/scatter-gl’s past year of commit activity
    TypeScript 171 Apache-2.0 38 20 35 Updated Dec 11, 2024
  • umap-js Public

    JavaScript implementation of UMAP

    PAIR-code/umap-js’s past year of commit activity
    JavaScript 383 Apache-2.0 32 11 22 Updated Dec 11, 2024
  • PAIR-code/pretraining-tda’s past year of commit activity
    JavaScript 0 Apache-2.0 0 0 0 Updated Dec 10, 2024
  • PAIR-code/tiny-transformers’s past year of commit activity
    Jupyter Notebook 17 Apache-2.0 2 8 (2 issues need help) 1 Updated Dec 6, 2024
  • PAIR-code/pair-code.github.io’s past year of commit activity
    HTML 18 5 0 0 Updated Dec 6, 2024
  • PAIR-code/recommendation-rudders’s past year of commit activity
    Python 13 Apache-2.0 10 1 10 Updated Dec 6, 2024