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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 886

  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 357

  3. saliency saliency Public

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

    Jupyter Notebook 955 191

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

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

    HTML 920 170

  5. umap-js umap-js Public

    JavaScript implementation of UMAP

    JavaScript 382 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 323 25

Repositories

Showing 10 of 42 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 7 Apache-2.0 2 35 1 Updated Nov 21, 2024
  • PAIR-code/tiny-transformers’s past year of commit activity
    Jupyter Notebook 16 Apache-2.0 2 8 (2 issues need help) 7 Updated Nov 21, 2024
  • understanding-umap Public

    Understanding the theory behind UMAP

    PAIR-code/understanding-umap’s past year of commit activity
    JavaScript 164 Apache-2.0 26 1 6 Updated Nov 20, 2024
  • scatter-gl Public

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

    PAIR-code/scatter-gl’s past year of commit activity
    TypeScript 170 Apache-2.0 38 20 34 Updated Nov 20, 2024
  • PAIR-code/depth-maps-art-and-illusions’s past year of commit activity
    TypeScript 18 6 1 34 Updated Nov 20, 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 31 12 82 Updated Nov 20, 2024
  • umap-js Public

    JavaScript implementation of UMAP

    PAIR-code/umap-js’s past year of commit activity
    JavaScript 382 Apache-2.0 32 11 22 Updated Nov 20, 2024
  • cococo Public

    𝄡 Collaborative Convolutional Counterpoint

    PAIR-code/cococo’s past year of commit activity
    TypeScript 46 Apache-2.0 2 1 32 Updated Nov 18, 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 3,491 Apache-2.0 357 49 67 Updated Nov 6, 2024
  • PAIR-code/ai-augmented-life’s past year of commit activity
    Python 1 Apache-2.0 2 0 2 Updated Oct 29, 2024