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PAIR code's Projects

book-viz icon book-viz

Visualizing multilevel structure in books with sentence embeddings.

cam-scroller icon cam-scroller

Cam Scroller is an open-source Chrome extension that uses your webcam and deeplearn.js to enable scrolling through webpages using custom gestures that you define.

clinical-vis icon clinical-vis

A javascript medical record visualization (https://arxiv.org/abs/1810.05798)

cococo icon cococo

𝄡 Collaborative Convolutional Counterpoint

datacardsplaybook icon datacardsplaybook

The Data Cards Playbook helps dataset producers and publishers adopt a people-centered approach to transparency in dataset documentation.

facets icon facets

Visualizations for machine learning datasets

farsight icon farsight

In situ interactive widgets for responsible AI 🌱

knowyourdata icon knowyourdata

A tool to help researchers and product teams understand datasets with the goal of improving data quality, and mitigating fairness and bias issues.

lit icon lit

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

llm-comparator icon llm-comparator

LLM Comparator is an interactive data visualization tool for evaluating and analyzing LLM responses side-by-side, developed by the PAIR team.

model-alignment icon model-alignment

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.

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