S
snorkel
snorkel-team/snorkel
A system for quickly generating training data with weak supervision
★6.0kstars
Python
Apache-2.0
Updated: 2d ago
📋 Project at a Glance
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What's this?Data & Infrastructure project leveraging data-augmentation and data-science, built with Python, open-source
Who made it?Maintained by snorkel-team team, 6K⭐ on GitHub, #312 out of 3133 in Data & Infrastructure
Why does it exist?In the Data & Infrastructure space, data-augmentation workflows faced efficiency bottlenecks. snorkel was built by snorkel-team to address these data-science challenges.
What can it do?Key use cases: data-slicing, labeling, machine-learning
How to install with AI?Use an AI coding assistant (Claude Code, Cursor, Copilot) to automatically set up pip dependencies and virtual env. Follow the README — the AI handles the rest.
🔗 github.com/snorkel-team/snorkel | 官网 https://snorkel.org
🔗 github.com/snorkel-team/snorkel | 官网 https://snorkel.org
Topics
aidata-augmentationdata-sciencedata-slicinglabelingmachine-learningpythonsnorkeltraining-dataweak-supervision