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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 994 196

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

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

    HTML 994 181

  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 52

  6. umap-js umap-js Public

    JavaScript implementation of UMAP

    JavaScript 422 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 73 Apache-2.0 29 74 24 Updated Mar 21, 2026
  • interpretability Public

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

    PAIR-code/interpretability’s past year of commit activity
    JavaScript 225 Apache-2.0 38 0 55 Updated Mar 20, 2026
  • 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 3,642 Apache-2.0 371 52 84 Updated Mar 20, 2026
  • megaplot Public
    PAIR-code/megaplot’s past year of commit activity
    TypeScript 21 Apache-2.0 3 34 (7 issues need help) 21 Updated Mar 20, 2026
  • PAIR-code/ai-augmented-life’s past year of commit activity
    Python 3 Apache-2.0 4 0 22 Updated Mar 20, 2026
  • PAIR-code/recommendation-rudders’s past year of commit activity
    Python 13 Apache-2.0 9 1 32 Updated Mar 20, 2026
  • ts-llmt Public
    PAIR-code/ts-llmt’s past year of commit activity
    TypeScript 1 Apache-2.0 1 1 4 Updated Mar 20, 2026
  • lumi Public

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

    PAIR-code/lumi’s past year of commit activity
    Python 184 Apache-2.0 28 4 2 Updated Mar 19, 2026
  • 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 303 Apache-2.0 62 5 20 Updated Mar 19, 2026
  • federated-learning Public

    Federated learning experiment using TensorFlow.js

    PAIR-code/federated-learning’s past year of commit activity
    TypeScript 166 Apache-2.0 30 12 89 Updated Mar 16, 2026

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