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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 3.5k 355

  3. saliency saliency Public

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

    Jupyter Notebook 952 191

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

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

    HTML 911 170

  5. umap-js umap-js Public

    JavaScript implementation of UMAP

    JavaScript 376 32

  6. 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 308 22

Repositories

Showing 10 of 42 repositories
  • PAIR-code/recommendation-rudders’s past year of commit activity
    Python 13 Apache-2.0 10 1 9 Updated Oct 26, 2024
  • ts-llmt Public
    PAIR-code/ts-llmt’s past year of commit activity
    TypeScript 0 Apache-2.0 1 0 0 Updated Oct 26, 2024
  • 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 3,482 Apache-2.0 355 49 66 Updated Oct 26, 2024
  • PAIR-code/ai-explorables’s past year of commit activity
    Jupyter Notebook 59 Apache-2.0 18 0 2 Updated Oct 26, 2024
  • 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 5 Apache-2.0 2 49 2 Updated Oct 25, 2024
  • font-explorer Public

    Font latent space explorer using tensorflow.js

    PAIR-code/font-explorer’s past year of commit activity
    Vue 32 Apache-2.0 5 0 22 Updated Oct 24, 2024
  • interpretability Public

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

    PAIR-code/interpretability’s past year of commit activity
    JavaScript 146 Apache-2.0 29 0 18 Updated Oct 23, 2024
  • scatter-gl Public

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

    PAIR-code/scatter-gl’s past year of commit activity
    TypeScript 169 Apache-2.0 38 20 32 Updated Oct 23, 2024
  • PAIR-code/tiny-transformers’s past year of commit activity
    Jupyter Notebook 16 Apache-2.0 2 6 (2 issues need help) 5 Updated Oct 22, 2024
  • 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 10 Apache-2.0 1 0 1 Updated Oct 19, 2024