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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 3.7k 372

  3. what-if-tool what-if-tool Public

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

    HTML 1k 183

  4. saliency saliency Public

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

    Jupyter Notebook 995 196

  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 525 53

  6. umap-js umap-js Public

    JavaScript implementation of UMAP

    JavaScript 426 40

Repositories

Showing 10 of 44 repositories
  • 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 39 Apache-2.0 6 0 11 Updated Apr 14, 2026
  • PAIR-code/ai-augmented-life’s past year of commit activity
    Python 4 Apache-2.0 5 0 25 Updated Apr 14, 2026
  • lumi Public

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

    PAIR-code/lumi’s past year of commit activity
    Python 191 Apache-2.0 28 4 11 Updated Apr 13, 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 77 Apache-2.0 30 74 17 Updated Apr 13, 2026
  • interpretability Public

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

    PAIR-code/interpretability’s past year of commit activity
    JavaScript 227 Apache-2.0 38 0 62 Updated Apr 10, 2026
  • cococo Public

    𝄡 Collaborative Convolutional Counterpoint

    PAIR-code/cococo’s past year of commit activity
    TypeScript 47 Apache-2.0 0 1 37 Updated Apr 10, 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 90 Updated Apr 10, 2026
  • deeplearnjs-legacy-loader Public

    Deprecated: Legacy TensorFlow model loader for deeplearn.js

    PAIR-code/deeplearnjs-legacy-loader’s past year of commit activity
    Python 4 Apache-2.0 3 0 24 Updated Apr 10, 2026
  • PAIR-code/depth-maps-art-and-illusions’s past year of commit activity
    TypeScript 21 7 1 39 Updated Apr 10, 2026
  • understanding-umap Public

    Understanding the theory behind UMAP

    PAIR-code/understanding-umap’s past year of commit activity
    JavaScript 191 Apache-2.0 27 1 11 Updated Apr 9, 2026

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