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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 887

  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 989 196

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

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

    HTML 985 176

  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 502 46

  6. umap-js umap-js Public

    JavaScript implementation of UMAP

    JavaScript 408 38

Repositories

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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 54 Apache-2.0 22 66 15 Updated Dec 19, 2025
  • lumi Public

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

    PAIR-code/lumi’s past year of commit activity
    Python 162 Apache-2.0 24 4 7 Updated Dec 18, 2025
  • PAIR-code/ai-explorables’s past year of commit activity
    Jupyter Notebook 66 Apache-2.0 17 0 4 Updated Dec 16, 2025
  • PAIR-code/tiny-transformers’s past year of commit activity
    Jupyter Notebook 22 Apache-2.0 4 11 (1 issue needs help) 14 Updated Dec 16, 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 3,620 Apache-2.0 371 51 82 Updated Dec 5, 2025
  • ts-llmt Public
    PAIR-code/ts-llmt’s past year of commit activity
    TypeScript 1 Apache-2.0 1 1 2 Updated Dec 4, 2025
  • PAIR-code/recommendation-rudders’s past year of commit activity
    Python 13 Apache-2.0 9 1 20 Updated Dec 4, 2025
  • federated-learning Public

    Federated learning experiment using TensorFlow.js

    PAIR-code/federated-learning’s past year of commit activity
    TypeScript 164 Apache-2.0 29 12 89 Updated Dec 4, 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
  • 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 294 Apache-2.0 62 4 17 Updated Dec 2, 2025

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