PAIR code

All

42 repositories

deliberate-lab
Public
Platform for running online research experiments on human + LLM group dynamics.
TypeScript
•
Apache License 2.0
•13•25•46•6•Updated Jul 31, 2025Jul 31, 2025
lit
Public
The Learning Interpretability Tool: Interactively analyze ML models to understand their behavior in an extensible and framework agnostic interface.
visualization machine-learning natural-language-processing
TypeScript
•
Apache License 2.0
•366•3.6k•51•75•Updated Jul 28, 2025Jul 28, 2025
recommendation-rudders
Public
Python
•
Apache License 2.0
•10•13•1•14•Updated Jul 22, 2025Jul 22, 2025
tiny-transformers
Public
Jupyter Notebook
•
Apache License 2.0
•3•20•11•8•Updated Jul 22, 2025Jul 22, 2025
thehardway
Public
Supplementary code repository to accompany Tic-Tac-Toe the Hard Way podcast
JavaScript
•2•12•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.
ai experimental notes notes-app
TypeScript
•
Apache License 2.0
•1•21•0•2•Updated Jul 22, 2025Jul 22, 2025
umap-js
Public
JavaScript implementation of UMAP
javascript dimensionality-reduction umap
JavaScript
•
Apache License 2.0
•36•400•13•25•Updated Jul 21, 2025Jul 21, 2025
ai-augmented-life
Public
Python
•
Apache License 2.0
•2•1•0•7•Updated Jul 18, 2025Jul 18, 2025
wordcraft
Public
✨✍️ Wordcraft is an AI-powered text editor with an emphasis on short story writing
TypeScript
•
Apache License 2.0
•61•292•4•15•Updated Jul 18, 2025Jul 18, 2025
federated-learning
Public
Federated learning experiment using TensorFlow.js
TypeScript
•
Apache License 2.0
•30•163•12•85•Updated Jul 18, 2025Jul 18, 2025
megaplot
Public
TypeScript
•
Apache License 2.0
•5•20•34•16•Updated Jul 18, 2025Jul 18, 2025
scatter-gl
Public
Interactive 3D / 2D webgl-accelerated scatter plot point renderer
TypeScript
•
Apache License 2.0
•38•176•20•39•Updated Jul 17, 2025Jul 17, 2025
interpretability
Public
PAIR.withgoogle.com and friend's work on interpretability methods
JavaScript
•
Apache License 2.0
•32•194•0•30•Updated Jul 17, 2025Jul 17, 2025
ai-explorables
Public
https://pair.withgoogle.com/explorables/
Jupyter Notebook
•
Apache License 2.0
•18•63•0•7•Updated Jul 8, 2025Jul 8, 2025
font-explorer
Public
Font latent space explorer using tensorflow.js
visualization deep-learning tensorflow
Vue
•
Apache License 2.0
•5•35•0•23•Updated Jun 24, 2025Jun 24, 2025
cococo
Public
𝄡 Collaborative Convolutional Counterpoint
TypeScript
•
Apache License 2.0
•2•46•1•33•Updated Jun 24, 2025Jun 24, 2025
depth-maps-art-and-illusions
Public
TypeScript
•6•19•1•36•Updated Jun 24, 2025Jun 24, 2025
waterfall-of-meaning
Public
TypeScript
•
Apache License 2.0
•6•5•0•19•Updated Jun 24, 2025Jun 24, 2025
deeplearnjs-legacy-loader
Public
Deprecated: Legacy TensorFlow model loader for deeplearn.js
Python
•
Apache License 2.0
•5•3•0•20•Updated Jun 24, 2025Jun 24, 2025
auto-histograms
Public
Python
•
Apache License 2.0
•0•7•1•4•Updated Jun 6, 2025Jun 6, 2025
pretraining-tda
Public
JavaScript
•
Apache License 2.0
•0•22•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
•40•461•3•1•Updated Feb 11, 2025Feb 11, 2025
pair-code.github.io
Public
HTML
•5•18•0•0•Updated Jan 23, 2025Jan 23, 2025
understanding-umap
Public
Understanding the theory behind UMAP
JavaScript
•
Apache License 2.0
•25•175•1•6•Updated Nov 20, 2024Nov 20, 2024
ts-llmt
Public
TypeScript
•
Apache License 2.0
•1•0•1•0•Updated Oct 29, 2024Oct 29, 2024
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
•5•27•0•0•Updated Oct 7, 2024Oct 7, 2024
what-if-tool
Public
Source code/webpage/demos for the What-If Tool
visualization machine-learning jupyterlab-extension colaboratory ml-fairness tensorboard
HTML
•
Apache License 2.0
•178•966•70•21•Updated Sep 11, 2024Sep 11, 2024
datacardsplaybook
Public
The Data Cards Playbook helps dataset producers and publishers adopt a people-centered approach to transparency in dataset documentation.
documentation transparency datasets data-card datacardsplaybook
TypeScript
•
Apache License 2.0
•49•187•7•2•Updated May 31, 2024May 31, 2024
saliency
Public archive
Framework-agnostic implementation for state-of-the-art saliency methods (XRAI, BlurIG, SmoothGrad, and more).
machine-learning deep-neural-networks deep-learning image-recognition convolutional-neural-networks object-detection saliency-map tensorflow saliency smoothgrad
Jupyter Notebook
•
Apache License 2.0
•192•979•10•2•Updated Mar 20, 2024Mar 20, 2024