Repositories list

• lit

  Public

  PAIR-code/lit’s past year of commit activity
  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

  •369•3.6k•51•82•Updated Dec 5, 2025Dec 5, 2025

• deliberate-lab

  Public

  PAIR-code/deliberate-lab’s past year of commit activity
  Platform for running online research experiments on human + LLM group dynamics.

  TypeScript

  •

  Apache License 2.0

  •20•50•68•7•Updated Dec 4, 2025Dec 4, 2025

• ts-llmt

  Public

  PAIR-code/ts-llmt’s past year of commit activity
  TypeScript

  •

  Apache License 2.0

  •1•1•1•2•Updated Dec 4, 2025Dec 4, 2025

• recommendation-rudders

  Public

  PAIR-code/recommendation-rudders’s past year of commit activity
  Python

  •

  Apache License 2.0

  •9•13•1•20•Updated Dec 4, 2025Dec 4, 2025

• federated-learning

  Public

  PAIR-code/federated-learning’s past year of commit activity
  Federated learning experiment using TensorFlow.js

  TypeScript

  •

  Apache License 2.0

  •29•164•12•89•Updated Dec 4, 2025Dec 4, 2025

• vibe-tasking

  Public

  PAIR-code/vibe-tasking’s past year of commit activity
  Python

  •

  Apache License 2.0

  •1•4•1•3•Updated Dec 2, 2025Dec 2, 2025

• lumi

  Public
  Lumi uses AI-powered features to help you read arXiv papers.

  aireadingarxiv+ 5demo-appresearch-paperreading-comprehensiongemini-apiarxiv-papers

  Python

  •

  Apache License 2.0

  •21•156•4•5•Updated Dec 2, 2025Dec 2, 2025

• wordcraft

  Public

  PAIR-code/wordcraft’s past year of commit activity
  ✨✍️ Wordcraft is an AI-powered text editor with an emphasis on short story writing

  TypeScript

  •

  Apache License 2.0

  •62•293•4•17•Updated Dec 2, 2025Dec 2, 2025

• ai-explorables

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

  Jupyter Notebook

  •

  Apache License 2.0

  •17•65•0•2•Updated Dec 2, 2025Dec 2, 2025

• tiny-transformers

  Public

  PAIR-code/tiny-transformers’s past year of commit activity
  Jupyter Notebook

  •

  Apache License 2.0

  •4•22•11•13•Updated Dec 2, 2025Dec 2, 2025

• interpretability

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

  JavaScript

  •

  Apache License 2.0

  •34•215•0•40•Updated Nov 27, 2025Nov 27, 2025

• what-if-tool

  Public

  PAIR-code/what-if-tool’s past year of commit activity
  Source code/webpage/demos for the What-If Tool

  visualizationmachine-learningtensorboard+ 3jupyterlab-extensioncolaboratoryml-fairness

  HTML

  •

  Apache License 2.0

  •177•983•70•23•Updated Nov 27, 2025Nov 27, 2025

• scatter-gl

  Public

  PAIR-code/scatter-gl’s past year of commit activity
  Interactive 3D / 2D webgl-accelerated scatter plot point renderer

  TypeScript

  •

  Apache License 2.0

  •37•183•20•41•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.

  aiexperimentalnotes+ 1notes-app

  TypeScript

  •

  Apache License 2.0

  •2•33•0•4•Updated Nov 27, 2025Nov 27, 2025

• megaplot

  Public
  TypeScript

  •

  Apache License 2.0

  •3•21•34•18•Updated Nov 26, 2025Nov 26, 2025

• pair-code.github.io

  Public
  HTML

  •3•20•0•0•Updated Nov 26, 2025Nov 26, 2025

• thehardway

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

  JavaScript

  •1•13•0•8•Updated Nov 18, 2025Nov 18, 2025

• understanding-umap

  Public
  Understanding the theory behind UMAP

  JavaScript

  •

  Apache License 2.0

  •27•186•1•8•Updated Nov 18, 2025Nov 18, 2025

• cococo

  Public

  PAIR-code/cococo’s past year of commit activity
  𝄡 Collaborative Convolutional Counterpoint

  TypeScript

  •

  Apache License 2.0

  •0•47•1•35•Updated Nov 18, 2025Nov 18, 2025

• depth-maps-art-and-illusions

  Public

  PAIR-code/depth-maps-art-and-illusions’s past year of commit activity
  TypeScript

  •5•21•1•39•Updated Nov 18, 2025Nov 18, 2025

• waterfall-of-meaning

  Public

  PAIR-code/waterfall-of-meaning’s past year of commit activity
  TypeScript

  •

  Apache License 2.0

  •4•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

  •3•4•0•23•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

• font-explorer

  Public
  Font latent space explorer using tensorflow.js

  visualizationdeep-learningtensorflow

  Vue

  •

  Apache License 2.0

  •3•35•0•25•Updated Aug 21, 2025Aug 21, 2025

• umap-js

  Public
  JavaScript implementation of UMAP

  javascriptdimensionality-reductionumap

  JavaScript

  •

  Apache License 2.0

  •38•407•13•25•Updated Jul 21, 2025Jul 21, 2025

• auto-histograms

  Public

  PAIR-code/auto-histograms’s past year of commit activity
  Python

  •

  Apache License 2.0

  •1•9•1•4•Updated Jun 6, 2025Jun 6, 2025

• pretraining-tda

  Public

  PAIR-code/pretraining-tda’s past year of commit activity
  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