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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 888

  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 991 196

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

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

    HTML 990 176

  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 515 48

  6. umap-js umap-js Public

    JavaScript implementation of UMAP

    JavaScript 414 39

Repositories

Showing 10 of 44 repositories
  • lumi Public

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

    PAIR-code/lumi’s past year of commit activity
    Python 171 Apache-2.0 25 4 3 Updated Jan 27, 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 59 Apache-2.0 24 67 13 Updated Jan 26, 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 3,629 Apache-2.0 372 52 85 Updated Jan 26, 2026
  • federated-learning Public

    Federated learning experiment using TensorFlow.js

    PAIR-code/federated-learning’s past year of commit activity
    TypeScript 165 Apache-2.0 30 12 87 Updated Jan 24, 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 23 Updated Jan 24, 2026
  • PAIR-code/depth-maps-art-and-illusions’s past year of commit activity
    TypeScript 21 5 1 39 Updated Jan 24, 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 990 Apache-2.0 176 70 (3 issues need help) 23 Updated Jan 24, 2026
  • understanding-umap Public

    Understanding the theory behind UMAP

    PAIR-code/understanding-umap’s past year of commit activity
    JavaScript 188 Apache-2.0 27 1 9 Updated Jan 24, 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 46 Updated Jan 24, 2026
  • font-explorer Public

    Font latent space explorer using tensorflow.js

    PAIR-code/font-explorer’s past year of commit activity
    Vue 35 Apache-2.0 3 0 25 Updated Jan 24, 2026