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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 372

  3. saliency saliency Public

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

    Jupyter Notebook 990 196

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

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

    HTML 989 176

  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 514 48

  6. umap-js umap-js Public

    JavaScript implementation of UMAP

    JavaScript 411 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 59 Apache-2.0 24 67 17 Updated Jan 21, 2026
  • lumi Public

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

    PAIR-code/lumi’s past year of commit activity
    Python 168 Apache-2.0 25 4 1 Updated Jan 21, 2026
  • PAIR-code/recommendation-rudders’s past year of commit activity
    Python 13 Apache-2.0 9 1 23 Updated Jan 21, 2026
  • PAIR-code/ai-augmented-life’s past year of commit activity
    Python 1 Apache-2.0 3 0 13 Updated Jan 21, 2026
  • PAIR-code/depth-maps-art-and-illusions’s past year of commit activity
    TypeScript 21 5 1 37 Updated Jan 17, 2026
  • PAIR-code/ai-explorables’s past year of commit activity
    Jupyter Notebook 66 Apache-2.0 17 0 4 Updated Jan 13, 2026
  • interpretability Public

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

    PAIR-code/interpretability’s past year of commit activity
    JavaScript 219 Apache-2.0 35 0 41 Updated Jan 9, 2026
  • PAIR-code/tiny-transformers’s past year of commit activity
    Jupyter Notebook 22 Apache-2.0 4 11 (1 issue needs help) 15 Updated Jan 9, 2026
  • vibe-tasking Public
    PAIR-code/vibe-tasking’s past year of commit activity
    Python 5 Apache-2.0 1 1 4 Updated Jan 7, 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 35 Apache-2.0 2 0 5 Updated Jan 1, 2026