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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 3.6k 367

  3. saliency saliency Public

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

    Jupyter Notebook 985 196

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

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

    HTML 979 178

  5. 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 490 43

  6. umap-js umap-js Public

    JavaScript implementation of UMAP

    JavaScript 407 39

Repositories

Showing 10 of 44 repositories
  • 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 39 Apache-2.0 15 45 8 Updated Oct 29, 2025
  • lumi Public

    Lumi uses AI-powered features to help you read arXiv papers.

    PAIR-code/lumi’s past year of commit activity
    Python 41 Apache-2.0 3 1 0 Updated Oct 24, 2025
  • PAIR-code/ai-explorables’s past year of commit activity
    Jupyter Notebook 65 Apache-2.0 19 0 1 Updated Oct 22, 2025
  • PAIR-code/tiny-transformers’s past year of commit activity
    Jupyter Notebook 22 Apache-2.0 4 11 (1 issue needs help) 10 Updated Oct 20, 2025
  • PAIR-code/ai-augmented-life’s past year of commit activity
    Python 1 Apache-2.0 3 0 8 Updated Oct 8, 2025
  • cococo Public

    𝄡 Collaborative Convolutional Counterpoint

    PAIR-code/cococo’s past year of commit activity
    TypeScript 47 Apache-2.0 2 1 34 Updated Sep 30, 2025
  • interpretability Public

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

    PAIR-code/interpretability’s past year of commit activity
    JavaScript 208 Apache-2.0 35 0 34 Updated Sep 23, 2025
  • PAIR-code/pair-code.github.io’s past year of commit activity
    HTML 19 5 0 0 Updated Sep 12, 2025
  • scatter-gl Public

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

    PAIR-code/scatter-gl’s past year of commit activity
    TypeScript 181 Apache-2.0 38 20 40 Updated Sep 11, 2025
  • understanding-umap Public

    Understanding the theory behind UMAP

    PAIR-code/understanding-umap’s past year of commit activity
    JavaScript 183 Apache-2.0 27 1 7 Updated Sep 10, 2025