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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

    Visualizations for machine learning datasets

    Jupyter Notebook 7.3k 890

  2. lit lit Public

    The Learning Interpretability Tool: Interactively analyze ML models to understand their behavior in an extensible and framework agnostic interface.

    TypeScript 3.4k 348

  3. saliency saliency Public

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

    Jupyter Notebook 937 191

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

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

    HTML 892 166

  5. umap-js umap-js Public

    JavaScript implementation of UMAP

    JavaScript 360 31

  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 279 24

Repositories

Showing 10 of 41 repositories
  • llm-mediation-experiments Public

    Platform for running experiments involving LLMs as online mediators.

    PAIR-code/llm-mediation-experiments’s past year of commit activity
    TypeScript 1 Apache-2.0 3 11 (1 issue needs help) 5 Updated Jun 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 3,425 Apache-2.0 348 48 60 Updated Jun 26, 2024
  • tiny-transformers Public
    PAIR-code/tiny-transformers’s past year of commit activity
    Jupyter Notebook 8 Apache-2.0 0 1 1 Updated Jun 24, 2024
  • recommendation-rudders Public
    PAIR-code/recommendation-rudders’s past year of commit activity
    TypeScript 13 Apache-2.0 10 1 10 Updated Jun 21, 2024
  • megaplot Public
    PAIR-code/megaplot’s past year of commit activity
    TypeScript 19 Apache-2.0 5 34 (7 issues need help) 9 Updated Jun 19, 2024
  • 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.

    PAIR-code/llm-comparator’s past year of commit activity
    TypeScript 174 Apache-2.0 11 0 1 Updated Jun 19, 2024
  • umap-js Public

    JavaScript implementation of UMAP

    PAIR-code/umap-js’s past year of commit activity
    JavaScript 360 Apache-2.0 31 11 17 Updated Jun 18, 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 233 Apache-2.0 48 4 7 Updated Jun 17, 2024
  • waterfall-of-meaning Public
    PAIR-code/waterfall-of-meaning’s past year of commit activity
    TypeScript 4 Apache-2.0 6 0 16 Updated Jun 17, 2024
  • scatter-gl Public

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

    PAIR-code/scatter-gl’s past year of commit activity
    TypeScript 161 Apache-2.0 38 20 26 Updated Jun 17, 2024
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