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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 368

  3. saliency saliency Public

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

    Jupyter Notebook 987 197

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

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

    HTML 981 179

  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 494 45

  6. umap-js umap-js Public

    JavaScript implementation of UMAP

    JavaScript 407 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 40 Apache-2.0 16 60 11 Updated Nov 4, 2025
  • model-alignment Public

    Model Alignment is a python library from the PAIR team that enable users to create model prompts through user feedback instead of manual prompt writing and editing. The technique makes use of constitutional principles to align prompts to users' desired values.

    PAIR-code/model-alignment’s past year of commit activity
    Jupyter Notebook 28 Apache-2.0 6 0 0 Updated Oct 30, 2025
  • lumi Public

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

    PAIR-code/lumi’s past year of commit activity
    Python 75 Apache-2.0 12 3 0 Updated Oct 24, 2025
  • PAIR-code/ai-explorables’s past year of commit activity
    Jupyter Notebook 65 Apache-2.0 18 0 1 Updated Oct 22, 2025
  • PAIR-code/tiny-transformers’s past year of commit activity
    Jupyter Notebook 22 Apache-2.0 4 11 (1 issue needs help) 10 Updated Oct 20, 2025
  • PAIR-code/ai-augmented-life’s past year of commit activity
    Python 1 Apache-2.0 3 0 8 Updated Oct 8, 2025
  • cococo Public

    𝄡 Collaborative Convolutional Counterpoint

    PAIR-code/cococo’s past year of commit activity
    TypeScript 47 Apache-2.0 2 1 34 Updated Sep 30, 2025
  • interpretability Public

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

    PAIR-code/interpretability’s past year of commit activity
    JavaScript 209 Apache-2.0 35 0 34 Updated Sep 23, 2025
  • PAIR-code/pair-code.github.io’s past year of commit activity
    HTML 19 5 0 0 Updated Sep 12, 2025
  • scatter-gl Public

    Interactive 3D / 2D webgl-accelerated scatter plot point renderer

    PAIR-code/scatter-gl’s past year of commit activity
    TypeScript 181 Apache-2.0 38 20 40 Updated Sep 11, 2025

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