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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 7.4k 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 357

  3. saliency saliency Public

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

    Jupyter Notebook 969 192

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

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

    HTML 938 173

  5. umap-js umap-js Public

    JavaScript implementation of UMAP

    JavaScript 390 32

  6. 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 390 33

Repositories

Showing 10 of 43 repositories
  • deliberate-lab Public

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

    TypeScript 18 Apache-2.0 8 45 4 Updated Mar 6, 2025
  • federated-learning Public

    Federated learning experiment using TensorFlow.js

    TypeScript 162 Apache-2.0 30 12 83 Updated Mar 6, 2025
  • Jupyter Notebook 17 Apache-2.0 3 10 (1 issue needs help) 3 Updated Feb 23, 2025
  • lit Public

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

    TypeScript 3,524 Apache-2.0 357 50 70 Updated Feb 20, 2025
  • wordcraft Public

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

    TypeScript 284 Apache-2.0 58 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
  • deeplearnjs-legacy-loader Public

    Deprecated: Legacy TensorFlow model loader for deeplearn.js

    Python 3 Apache-2.0 5 0 19 Updated Feb 13, 2025
  • cococo Public

    𝄡 Collaborative Convolutional Counterpoint

    TypeScript 46 Apache-2.0 2 1 32 Updated Feb 13, 2025
  • font-explorer Public

    Font latent space explorer using tensorflow.js

    Vue 32 Apache-2.0 5 0 22 Updated Feb 12, 2025