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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 961 192

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

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

    HTML 929 170

  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 350 25

Repositories

Showing 10 of 43 repositories
  • PAIR-code/tiny-transformers’s past year of commit activity
    Jupyter Notebook 17 Apache-2.0 2 8 (2 issues need help) 1 Updated Dec 23, 2024
  • PAIR-code/depth-maps-art-and-illusions’s past year of commit activity
    TypeScript 19 6 1 34 Updated Dec 22, 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 10 Apache-2.0 5 44 2 Updated Dec 20, 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 3,502 Apache-2.0 357 49 68 Updated Dec 20, 2024
  • PAIR-code/ai-augmented-life’s past year of commit activity
    Python 1 Apache-2.0 2 0 2 Updated Dec 18, 2024
  • deeplearnjs-legacy-loader Public

    Deprecated: Legacy TensorFlow model loader for deeplearn.js

    PAIR-code/deeplearnjs-legacy-loader’s past year of commit activity
    Python 3 Apache-2.0 5 0 19 Updated Dec 17, 2024
  • federated-learning Public

    Federated learning experiment using TensorFlow.js

    PAIR-code/federated-learning’s past year of commit activity
    TypeScript 161 Apache-2.0 31 12 82 Updated Dec 17, 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 13 Apache-2.0 1 0 2 Updated Dec 15, 2024
  • PAIR-code/pretraining-tda’s past year of commit activity
    JavaScript 7 Apache-2.0 0 0 0 Updated Dec 12, 2024
  • PAIR-code/waterfall-of-meaning’s past year of commit activity
    TypeScript 5 Apache-2.0 6 0 18 Updated Dec 12, 2024