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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 370

  3. saliency saliency Public

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

    Jupyter Notebook 989 197

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

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

    HTML 983 178

  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 502 44

  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 49 Apache-2.0 20 66 10 Updated Dec 2, 2025
  • vibe-tasking Public
    PAIR-code/vibe-tasking’s past year of commit activity
    Python 4 Apache-2.0 1 1 3 Updated Dec 2, 2025
  • lumi Public

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

    PAIR-code/lumi’s past year of commit activity
    Python 156 Apache-2.0 21 4 5 Updated Dec 2, 2025
  • wordcraft Public

    ✨✍️ Wordcraft is an AI-powered text editor with an emphasis on short story writing

    PAIR-code/wordcraft’s past year of commit activity
    TypeScript 292 Apache-2.0 62 4 17 Updated Dec 2, 2025
  • PAIR-code/ai-explorables’s past year of commit activity
    Jupyter Notebook 65 Apache-2.0 18 0 2 Updated Dec 2, 2025
  • PAIR-code/tiny-transformers’s past year of commit activity
    Jupyter Notebook 22 Apache-2.0 4 11 (1 issue needs help) 13 Updated Dec 2, 2025
  • lit Public

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

    PAIR-code/lit’s past year of commit activity
    TypeScript 3,613 Apache-2.0 370 51 81 Updated Dec 1, 2025
  • PAIR-code/recommendation-rudders’s past year of commit activity
    Python 13 Apache-2.0 10 1 19 Updated Dec 1, 2025
  • interpretability Public

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

    PAIR-code/interpretability’s past year of commit activity
    JavaScript 214 Apache-2.0 35 0 40 Updated Nov 27, 2025
  • what-if-tool Public

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

    PAIR-code/what-if-tool’s past year of commit activity
    HTML 983 Apache-2.0 178 70 (3 issues need help) 23 Updated Nov 27, 2025

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