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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 884

  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 964 191

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

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

    HTML 933 172

  5. umap-js umap-js Public

    JavaScript implementation of UMAP

    JavaScript 386 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 373 29

Repositories

Showing 10 of 43 repositories
  • federated-learning Public

    Federated learning experiment using TensorFlow.js

    PAIR-code/federated-learning’s past year of commit activity
    TypeScript 162 Apache-2.0 30 12 83 Updated Feb 12, 2025
  • 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 14 Apache-2.0 8 41 4 Updated Feb 12, 2025
  • PAIR-code/pretraining-tda’s past year of commit activity
    JavaScript 11 Apache-2.0 0 0 1 Updated Feb 11, 2025
  • adversarial-nibbler-vis Public

    An interactive visualization interface for exploring and analyzing the Adversarial Nibbler dataset

    PAIR-code/adversarial-nibbler-vis’s past year of commit activity
    TypeScript 3 Apache-2.0 0 0 1 Updated Feb 11, 2025
  • 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.

    PAIR-code/llm-comparator’s past year of commit activity
    JavaScript 373 Apache-2.0 29 1 1 Updated Feb 11, 2025
  • interpretability Public

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

    PAIR-code/interpretability’s past year of commit activity
    JavaScript 166 Apache-2.0 30 0 21 Updated Feb 11, 2025
  • scatter-gl Public

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

    PAIR-code/scatter-gl’s past year of commit activity
    TypeScript 173 Apache-2.0 38 20 36 Updated Feb 11, 2025
  • umap-js Public

    JavaScript implementation of UMAP

    PAIR-code/umap-js’s past year of commit activity
    JavaScript 386 Apache-2.0 32 12 23 Updated Feb 11, 2025
  • PAIR-code/tiny-transformers’s past year of commit activity
    Jupyter Notebook 17 Apache-2.0 2 8 (1 issue needs help) 2 Updated Feb 10, 2025
  • PAIR-code/waterfall-of-meaning’s past year of commit activity
    TypeScript 5 Apache-2.0 6 0 18 Updated Feb 8, 2025