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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 7.3k 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 353

  3. saliency saliency Public

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

    Jupyter Notebook 950 191

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

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

    HTML 907 169

  5. umap-js umap-js Public

    JavaScript implementation of UMAP

    JavaScript 372 32

  6. knowyourdata knowyourdata Public archive

    A tool to help researchers and product teams understand datasets with the goal of improving data quality, and mitigating fairness and bias issues.

    CSS 283 24

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 3 Apache-2.0 2 43 3 Updated Sep 29, 2024
  • PAIR-code/tiny-transformers’s past year of commit activity
    Jupyter Notebook 14 Apache-2.0 2 5 (2 issues need help) 5 Updated Sep 27, 2024
  • understanding-umap Public

    Understanding the theory behind UMAP

    PAIR-code/understanding-umap’s past year of commit activity
    JavaScript 160 Apache-2.0 26 1 5 Updated Sep 26, 2024
  • PAIR-code/recommendation-rudders’s past year of commit activity
    TypeScript 13 Apache-2.0 10 1 9 Updated Sep 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 3,471 Apache-2.0 353 49 66 Updated Sep 25, 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 8 Apache-2.0 1 0 0 Updated Sep 24, 2024
  • megaplot Public
    PAIR-code/megaplot’s past year of commit activity
    TypeScript 19 Apache-2.0 5 34 (7 issues need help) 13 Updated Sep 24, 2024
  • PAIR-code/ai-augmented-life’s past year of commit activity
    Python 0 Apache-2.0 1 0 4 Updated Sep 24, 2024
  • wordcraft Public

    ✨✍️ Wordcraft is an AI-powered text editor with an emphasis on short story writing

    PAIR-code/wordcraft’s past year of commit activity
    TypeScript 245 Apache-2.0 52 4 11 Updated Sep 19, 2024
  • interpretability Public

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

    PAIR-code/interpretability’s past year of commit activity
    JavaScript 140 Apache-2.0 29 0 16 Updated Sep 11, 2024