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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 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 351

  3. saliency saliency Public

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

    Jupyter Notebook 950 190

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

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

    HTML 904 167

  5. umap-js umap-js Public

    JavaScript implementation of UMAP

    JavaScript 369 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 281 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 3,454 Apache-2.0 351 49 63 Updated Sep 5, 2024
  • PAIR-code/tiny-transformers’s past year of commit activity
    Jupyter Notebook 13 Apache-2.0 2 3 1 Updated Sep 4, 2024
  • PAIR-code/ai-explorables’s past year of commit activity
    Jupyter Notebook 57 Apache-2.0 18 0 2 Updated Sep 3, 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 1 1 Updated Aug 31, 2024
  • 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 3 Apache-2.0 3 48 7 Updated Aug 31, 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 239 Apache-2.0 49 4 9 Updated Aug 30, 2024
  • understanding-umap Public

    Understanding the theory behind UMAP

    PAIR-code/understanding-umap’s past year of commit activity
    JavaScript 158 Apache-2.0 26 1 4 Updated Aug 30, 2024
  • megaplot Public
    PAIR-code/megaplot’s past year of commit activity
    TypeScript 19 Apache-2.0 5 34 (7 issues need help) 10 Updated Aug 29, 2024
  • PAIR-code/auto-histograms’s past year of commit activity
    Python 2 Apache-2.0 0 0 3 Updated Aug 29, 2024
  • interpretability Public

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

    PAIR-code/interpretability’s past year of commit activity
    JavaScript 133 Apache-2.0 28 0 13 Updated Aug 28, 2024