Skip to content
@PAIR-code

PAIR code

Code repositories for projects from the People+AI Research (PAIR) Initiative

Popular repositories Loading

  1. facets facets Public archive

    Visualizations for machine learning datasets

    Jupyter Notebook 7.4k 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 358

  3. saliency saliency Public

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

    Jupyter Notebook 971 192

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

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

    HTML 942 174

  5. llm-comparator 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.

    JavaScript 398 33

  6. umap-js umap-js Public

    JavaScript implementation of UMAP

    JavaScript 391 33

Repositories

Showing 10 of 43 repositories
  • deliberate-lab Public

    Platform for running online research experiments on human + LLM group dynamics.

    TypeScript 19 Apache-2.0 9 43 4 Updated Mar 23, 2025
  • Jupyter Notebook 17 Apache-2.0 3 10 (1 issue needs help) 4 Updated Mar 22, 2025
  • Jupyter Notebook 61 Apache-2.0 18 0 4 Updated Mar 21, 2025
  • interpretability Public

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

    JavaScript 171 Apache-2.0 31 0 21 Updated Mar 21, 2025
  • deeplearnjs-legacy-loader Public

    Deprecated: Legacy TensorFlow model loader for deeplearn.js

    Python 3 Apache-2.0 5 0 19 Updated Mar 19, 2025
  • federated-learning Public

    Federated learning experiment using TensorFlow.js

    TypeScript 163 Apache-2.0 31 12 83 Updated Mar 6, 2025
  • lit Public

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

    TypeScript 3,528 Apache-2.0 358 50 70 Updated Feb 20, 2025
  • wordcraft Public

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

    TypeScript 285 Apache-2.0 60 4 13 Updated Feb 20, 2025
  • Python 13 Apache-2.0 10 1 11 Updated Feb 20, 2025
  • TypeScript 5 Apache-2.0 6 0 18 Updated Feb 13, 2025