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    44 repositories

    • deliberate-lab

      Public
      Platform for running online research experiments on human + LLM group dynamics.
      TypeScript
      •
      Apache License 2.0
      •16•40•62•13•Updated Nov 1, 2025Nov 1, 2025

    • model-alignment

      Public
      Model Alignment is a python library from the PAIR team that enable users to create model prompts through user feedback instead of manual prompt writing and editing. The technique makes use of constitutional principles to align prompts to users' desired values.
      Jupyter Notebook
      •
      Apache License 2.0
      •6•28•0•0•Updated Oct 30, 2025Oct 30, 2025

    • lumi

      Public
      Lumi uses AI-powered features to help you read arXiv papers.
      aireadingarxivdemo-appresearch-paperreading-comprehensiongemini-apiarxiv-papers
      Python
      •
      Apache License 2.0
      •12•71•2•0•Updated Oct 24, 2025Oct 24, 2025

    • ai-explorables

      Public
      https://pair.withgoogle.com/explorables/
      Jupyter Notebook
      •
      Apache License 2.0
      •18•65•0•1•Updated Oct 22, 2025Oct 22, 2025

    • tiny-transformers

      Public
      Jupyter Notebook
      •
      Apache License 2.0
      •4•22•11•10•Updated Oct 20, 2025Oct 20, 2025

    • ai-augmented-life

      Public
      Python
      •
      Apache License 2.0
      •3•1•0•8•Updated Oct 8, 2025Oct 8, 2025

    • cococo

      Public
      𝄡 Collaborative Convolutional Counterpoint
      TypeScript
      •
      Apache License 2.0
      •2•47•1•34•Updated Sep 30, 2025Sep 30, 2025

    • interpretability

      Public
      PAIR.withgoogle.com and friend's work on interpretability methods
      JavaScript
      •
      Apache License 2.0
      •35•208•0•34•Updated Sep 23, 2025Sep 23, 2025

    • pair-code.github.io

      Public
      HTML
      •5•19•0•0•Updated Sep 12, 2025Sep 12, 2025

    • scatter-gl

      Public
      Interactive 3D / 2D webgl-accelerated scatter plot point renderer
      TypeScript
      •
      Apache License 2.0
      •38•181•20•40•Updated Sep 11, 2025Sep 11, 2025

    • understanding-umap

      Public
      Understanding the theory behind UMAP
      JavaScript
      •
      Apache License 2.0
      •27•184•1•7•Updated Sep 10, 2025Sep 10, 2025

    • vibe-tasking

      Public
      Python
      •
      Apache License 2.0
      •1•2•2•0•Updated Sep 2, 2025Sep 2, 2025

    • ts-llmt

      Public
      TypeScript
      •
      Apache License 2.0
      •1•1•1•0•Updated Aug 23, 2025Aug 23, 2025

    • lit

      Public
      The Learning Interpretability Tool: Interactively analyze ML models to understand their behavior in an extensible and framework agnostic interface.
      visualizationmachine-learningnatural-language-processing
      TypeScript
      •
      Apache License 2.0
      •368•3.6k•51•79•Updated Aug 22, 2025Aug 22, 2025

    • depth-maps-art-and-illusions

      Public
      TypeScript
      •6•20•1•38•Updated Aug 21, 2025Aug 21, 2025

    • waterfall-of-meaning

      Public
      TypeScript
      •
      Apache License 2.0
      •6•5•0•21•Updated Aug 21, 2025Aug 21, 2025

    • deeplearnjs-legacy-loader

      Public
      Deprecated: Legacy TensorFlow model loader for deeplearn.js
      Python
      •
      Apache License 2.0
      •5•4•0•22•Updated Aug 21, 2025Aug 21, 2025

    • federated-learning

      Public
      Federated learning experiment using TensorFlow.js
      TypeScript
      •
      Apache License 2.0
      •30•164•12•87•Updated Aug 21, 2025Aug 21, 2025

    • font-explorer

      Public
      Font latent space explorer using tensorflow.js
      visualizationdeep-learningtensorflow
      Vue
      •
      Apache License 2.0
      •5•35•0•25•Updated Aug 21, 2025Aug 21, 2025

    • what-if-tool

      Public
      Source code/webpage/demos for the What-If Tool
      visualizationmachine-learningtensorboardjupyterlab-extensioncolaboratoryml-fairness
      HTML
      •
      Apache License 2.0
      •179•981•70•22•Updated Aug 20, 2025Aug 20, 2025

    • megaplot

      Public
      TypeScript
      •
      Apache License 2.0
      •5•21•34•17•Updated Aug 6, 2025Aug 6, 2025

    • recommendation-rudders

      Public
      Python
      •
      Apache License 2.0
      •10•13•1•14•Updated Jul 22, 2025Jul 22, 2025

    • thehardway

      Public
      Supplementary code repository to accompany Tic-Tac-Toe the Hard Way podcast
      JavaScript
      •2•13•0•7•Updated Jul 22, 2025Jul 22, 2025

    • autonotes

      Public
      AutoNotes is an experimental prototype for AI-powered notetaking, with features including hierarchical tagging, "chat with your notes," and highlights.
      aiexperimentalnotesnotes-app
      TypeScript
      •
      Apache License 2.0
      •2•30•0•2•Updated Jul 22, 2025Jul 22, 2025

    • umap-js

      Public
      JavaScript implementation of UMAP
      javascriptdimensionality-reductionumap
      JavaScript
      •
      Apache License 2.0
      •39•407•13•25•Updated Jul 21, 2025Jul 21, 2025

    • wordcraft

      Public
      ✨✍️ Wordcraft is an AI-powered text editor with an emphasis on short story writing
      TypeScript
      •
      Apache License 2.0
      •62•292•4•15•Updated Jul 18, 2025Jul 18, 2025

    • auto-histograms

      Public
      Python
      •
      Apache License 2.0
      •0•8•1•4•Updated Jun 6, 2025Jun 6, 2025

    • pretraining-tda

      Public
      JavaScript
      •
      Apache License 2.0
      •0•29•0•1•Updated Feb 11, 2025Feb 11, 2025

    • adversarial-nibbler-vis

      Public
      An interactive visualization interface for exploring and analyzing the Adversarial Nibbler dataset
      TypeScript
      •
      Apache License 2.0
      •0•3•0•1•Updated Feb 11, 2025Feb 11, 2025

    • 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
      •
      Apache License 2.0
      •45•492•3•1•Updated Feb 11, 2025Feb 11, 2025