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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 352

  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 905 169

  5. umap-js umap-js Public

    JavaScript implementation of UMAP

    JavaScript 371 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 282 24

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 3,464 Apache-2.0 352 49 66 Updated Sep 19, 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 243 Apache-2.0 50 4 11 Updated Sep 19, 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 3 Apache-2.0 3 36 6 Updated Sep 19, 2024
  • PAIR-code/tiny-transformers’s past year of commit activity
    Jupyter Notebook 13 Apache-2.0 2 5 (2 issues need help) 2 Updated Sep 19, 2024
  • PAIR-code/ai-augmented-life’s past year of commit activity
    Python 0 Apache-2.0 1 0 1 Updated Sep 17, 2024
  • PAIR-code/recommendation-rudders’s past year of commit activity
    TypeScript 13 Apache-2.0 10 1 8 Updated Sep 16, 2024
  • megaplot Public
    PAIR-code/megaplot’s past year of commit activity
    TypeScript 19 Apache-2.0 5 34 (7 issues need help) 12 Updated Sep 14, 2024
  • interpretability Public

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

    PAIR-code/interpretability’s past year of commit activity
    JavaScript 139 Apache-2.0 29 0 16 Updated Sep 11, 2024
  • PAIR-code/waterfall-of-meaning’s past year of commit activity
    TypeScript 4 Apache-2.0 6 0 17 Updated Sep 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 165 Apache-2.0 38 20 30 Updated Sep 11, 2024

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