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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 891

  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 350

  3. saliency saliency Public

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

    Jupyter Notebook 943 190

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

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

    HTML 895 167

  5. umap-js umap-js Public

    JavaScript implementation of UMAP

    JavaScript 364 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 280 24

Repositories

Showing 10 of 42 repositories
  • 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 3 Apache-2.0 0 0 0 Updated Jul 16, 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 2 Apache-2.0 3 38 5 Updated Jul 16, 2024
  • thehardway Public

    Supplementary code repository to accompany Tic-Tac-Toe the Hard Way podcast

    PAIR-code/thehardway’s past year of commit activity
    JavaScript 11 2 0 9 Updated Jul 15, 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 234 Apache-2.0 48 4 8 Updated Jul 15, 2024
  • interpretability Public

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

    PAIR-code/interpretability’s past year of commit activity
    JavaScript 115 Apache-2.0 27 0 9 Updated Jul 14, 2024
  • ai-augmented-life Public
    PAIR-code/ai-augmented-life’s past year of commit activity
    Python 0 Apache-2.0 0 0 0 Updated Jul 12, 2024
  • tiny-transformers Public
    PAIR-code/tiny-transformers’s past year of commit activity
    Jupyter Notebook 8 Apache-2.0 0 1 0 Updated Jul 10, 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 3,434 Apache-2.0 350 49 60 Updated Jul 10, 2024
  • ai-explorables Public

    https://pair.withgoogle.com/explorables/

    PAIR-code/ai-explorables’s past year of commit activity
    Jupyter Notebook 54 Apache-2.0 18 0 1 Updated Jul 5, 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
    JavaScript 222 Apache-2.0 13 0 1 Updated Jun 27, 2024
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