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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 3.5k 353

  3. saliency saliency Public

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

    Jupyter Notebook 951 191

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

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

    HTML 910 169

  5. umap-js umap-js Public

    JavaScript implementation of UMAP

    JavaScript 373 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 289 21

Repositories

Showing 10 of 42 repositories
  • 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 3,475 Apache-2.0 353 49 66 Updated Oct 11, 2024
  • PAIR-code/depth-maps-art-and-illusions’s past year of commit activity
    TypeScript 18 6 1 33 Updated Oct 11, 2024
  • scatter-gl Public

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

    PAIR-code/scatter-gl’s past year of commit activity
    TypeScript 166 Apache-2.0 38 20 31 Updated Oct 11, 2024
  • interpretability Public

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

    PAIR-code/interpretability’s past year of commit activity
    JavaScript 141 Apache-2.0 29 0 17 Updated Oct 11, 2024
  • cococo Public

    𝄡 Collaborative Convolutional Counterpoint

    PAIR-code/cococo’s past year of commit activity
    TypeScript 46 Apache-2.0 2 1 31 Updated Oct 11, 2024
  • federated-learning Public

    Federated learning experiment using TensorFlow.js

    PAIR-code/federated-learning’s past year of commit activity
    TypeScript 160 Apache-2.0 33 12 81 Updated Oct 11, 2024
  • PAIR-code/recommendation-rudders’s past year of commit activity
    TypeScript 13 Apache-2.0 10 1 11 Updated Oct 10, 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 4 Apache-2.0 2 39 0 Updated Oct 9, 2024
  • umap-js Public

    JavaScript implementation of UMAP

    PAIR-code/umap-js’s past year of commit activity
    JavaScript 373 Apache-2.0 32 11 20 Updated Oct 9, 2024
  • megaplot Public
    PAIR-code/megaplot’s past year of commit activity
    TypeScript 19 Apache-2.0 5 34 (7 issues need help) 14 Updated Oct 9, 2024