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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 889

  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 371

  3. saliency saliency Public

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

    Jupyter Notebook 993 196

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

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

    HTML 992 180

  5. llm-comparator llm-comparator Public archive

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

    JavaScript 522 50

  6. umap-js umap-js Public

    JavaScript implementation of UMAP

    JavaScript 420 39

Repositories

Showing 10 of 44 repositories
  • PAIR-code/ai-augmented-life’s past year of commit activity
    Python 3 Apache-2.0 4 0 21 Updated Mar 12, 2026
  • lumi Public

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

    PAIR-code/lumi’s past year of commit activity
    Python 183 Apache-2.0 26 4 1 Updated Mar 12, 2026
  • PAIR-code/tiny-transformers’s past year of commit activity
    Jupyter Notebook 22 Apache-2.0 6 11 (1 issue needs help) 16 Updated Mar 12, 2026
  • autonotes Public

    AutoNotes is an experimental prototype for AI-powered notetaking, with features including hierarchical tagging, "chat with your notes," and highlights.

    PAIR-code/autonotes’s past year of commit activity
    TypeScript 37 Apache-2.0 4 0 8 Updated Mar 12, 2026
  • PAIR-code/auto-histograms’s past year of commit activity
    Python 11 Apache-2.0 1 2 5 Updated Mar 12, 2026
  • PAIR-code/recommendation-rudders’s past year of commit activity
    Python 13 Apache-2.0 9 1 28 Updated Mar 11, 2026
  • cococo Public

    𝄡 Collaborative Convolutional Counterpoint

    PAIR-code/cococo’s past year of commit activity
    TypeScript 47 Apache-2.0 0 1 36 Updated Mar 11, 2026
  • 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 72 Apache-2.0 27 72 21 Updated Mar 11, 2026
  • understanding-umap Public

    Understanding the theory behind UMAP

    PAIR-code/understanding-umap’s past year of commit activity
    JavaScript 190 Apache-2.0 27 1 10 Updated Mar 11, 2026
  • interpretability Public

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

    PAIR-code/interpretability’s past year of commit activity
    JavaScript 224 Apache-2.0 38 0 53 Updated Mar 11, 2026

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