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    44 repositories

    • interpretability

      Public
      PAIR.withgoogle.com and friend's work on interpretability methods
      JavaScript
      •
      Apache License 2.0
      •35•214•0•40•Updated Nov 27, 2025Nov 27, 2025

    • what-if-tool

      Public
      Source code/webpage/demos for the What-If Tool
      visualizationmachine-learningtensorboardjupyterlab-extensioncolaboratoryml-fairness
      HTML
      •
      Apache License 2.0
      •178•983•70•23•Updated Nov 27, 2025Nov 27, 2025

    • scatter-gl

      Public
      Interactive 3D / 2D webgl-accelerated scatter plot point renderer
      TypeScript
      •
      Apache License 2.0
      •38•183•20•41•Updated Nov 27, 2025Nov 27, 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
      •21•156•4•4•Updated Nov 27, 2025Nov 27, 2025

    • ai-augmented-life

      Public
      Python
      •
      Apache License 2.0
      •3•1•0•11•Updated Nov 27, 2025Nov 27, 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•33•0•4•Updated Nov 27, 2025Nov 27, 2025

    • recommendation-rudders

      Public
      Python
      •
      Apache License 2.0
      •10•13•1•18•Updated Nov 27, 2025Nov 27, 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•17•Updated Nov 27, 2025Nov 27, 2025

    • tiny-transformers

      Public
      Jupyter Notebook
      •
      Apache License 2.0
      •4•22•11•12•Updated Nov 27, 2025Nov 27, 2025

    • megaplot

      Public
      TypeScript
      •
      Apache License 2.0
      •5•21•34•18•Updated Nov 26, 2025Nov 26, 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
      •370•3.6k•51•81•Updated Nov 26, 2025Nov 26, 2025

    • deliberate-lab

      Public
      Platform for running online research experiments on human + LLM group dynamics.
      TypeScript
      •
      Apache License 2.0
      •20•49•66•8•Updated Nov 26, 2025Nov 26, 2025

    • pair-code.github.io

      Public
      HTML
      •5•20•0•0•Updated Nov 26, 2025Nov 26, 2025

    • vibe-tasking

      Public
      Python
      •
      Apache License 2.0
      •1•4•1•1•Updated Nov 25, 2025Nov 25, 2025

    • thehardway

      Public
      Supplementary code repository to accompany Tic-Tac-Toe the Hard Way podcast
      JavaScript
      •2•13•0•8•Updated Nov 18, 2025Nov 18, 2025

    • understanding-umap

      Public
      Understanding the theory behind UMAP
      JavaScript
      •
      Apache License 2.0
      •28•186•1•8•Updated Nov 18, 2025Nov 18, 2025

    • cococo

      Public
      𝄡 Collaborative Convolutional Counterpoint
      TypeScript
      •
      Apache License 2.0
      •2•47•1•35•Updated Nov 18, 2025Nov 18, 2025

    • depth-maps-art-and-illusions

      Public
      TypeScript
      •6•21•1•39•Updated Nov 18, 2025Nov 18, 2025

    • waterfall-of-meaning

      Public
      TypeScript
      •
      Apache License 2.0
      •6•5•0•22•Updated Nov 18, 2025Nov 18, 2025

    • deeplearnjs-legacy-loader

      Public
      Deprecated: Legacy TensorFlow model loader for deeplearn.js
      Python
      •
      Apache License 2.0
      •5•4•0•23•Updated Nov 18, 2025Nov 18, 2025

    • federated-learning

      Public
      Federated learning experiment using TensorFlow.js
      TypeScript
      •
      Apache License 2.0
      •30•164•12•88•Updated Nov 18, 2025Nov 18, 2025

    • ts-llmt

      Public
      TypeScript
      •
      Apache License 2.0
      •1•1•1•1•Updated Nov 18, 2025Nov 18, 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
      •9•29•0•0•Updated Oct 30, 2025Oct 30, 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

    • 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

    • umap-js

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

    • auto-histograms

      Public
      Python
      •
      Apache License 2.0
      •1•9•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
      •44•502•3•1•Updated Feb 11, 2025Feb 11, 2025