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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 992 179

  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 521 50

  6. umap-js umap-js Public

    JavaScript implementation of UMAP

    JavaScript 420 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 70 Apache-2.0 26 75 28 Updated Mar 7, 2026
  • PAIR-code/ai-explorables’s past year of commit activity
    Jupyter Notebook 66 Apache-2.0 19 0 6 Updated Mar 6, 2026
  • interpretability Public

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

    PAIR-code/interpretability’s past year of commit activity
    JavaScript 222 Apache-2.0 37 0 51 Updated Mar 6, 2026
  • 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 992 Apache-2.0 179 70 (3 issues need help) 23 Updated Mar 6, 2026
  • PAIR-code/depth-maps-art-and-illusions’s past year of commit activity
    TypeScript 21 7 1 39 Updated Mar 6, 2026
  • PAIR-code/tiny-transformers’s past year of commit activity
    Jupyter Notebook 22 Apache-2.0 6 11 (1 issue needs help) 15 Updated Mar 6, 2026
  • PAIR-code/waterfall-of-meaning’s past year of commit activity
    TypeScript 5 Apache-2.0 6 0 24 Updated Mar 6, 2026
  • lumi Public

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

    PAIR-code/lumi’s past year of commit activity
    Python 182 Apache-2.0 26 4 15 Updated Mar 4, 2026
  • umap-js Public

    JavaScript implementation of UMAP

    PAIR-code/umap-js’s past year of commit activity
    JavaScript 420 Apache-2.0 39 13 27 Updated Mar 2, 2026
  • font-explorer Public

    Font latent space explorer using tensorflow.js

    PAIR-code/font-explorer’s past year of commit activity
    Vue 36 Apache-2.0 4 0 26 Updated Mar 2, 2026

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