Home› Projects› snorkel
snorkel
Python

snorkel

A system for quickly generating training data with weak supervision

by snorkel-team · GitHub
Stars
Forks
License
Created
Last commit
Category
Language
aidata-augmentationdata-scienceApache-2.0Python
View on GitHub
In plain words

Quickly create and manage training data for AI projects using a structured approach to data generation.

You maintain this project?

Claim its page: indexed whatever its rank, translated into six languages, and enriched with what you write yourself.

Claim this page →
snorkel — GitHub preview card
📈 Star history
5.99k5.98k
2026-07-042026-08-31
📈 Track snorkel

Get an email alert on its next release or when it starts trending — never miss the moment.

Free · no card · unsubscribe anytime
Get email alerts →
📄 About

A system for quickly generating training data with weak supervision

snorkel has 6k stars on GitHub. It has been forked 858 times. snorkel is written mainly in Python. It has been in active development since 2016. snorkel is available under the Apache-2.0 license. Its main topics are ai, data-augmentation, data-science, data-slicing.

❓ Frequently asked questions

What is snorkel?

A system for quickly generating training data with weak supervision

Is snorkel open source?

snorkel is an open-source project. It is released under the Apache-2.0 license.

Is snorkel free?

Yes. snorkel is free and open source — you can use, modify and self-host it.

What license does snorkel use?

snorkel is available under the Apache-2.0 license.

What language is snorkel written in?

snorkel is written mainly in Python.

🏅 Maintainer of this project?
olud.ai badge — snorkel

Add this live badge to your README — your GitHub stars and directory rank, refreshed daily.

[![olud.ai](https://olud.ai/badge.php?tool=snorkel-team-snorkel)](https://olud.ai/project/snorkel-team-snorkel.html)
More badge options →
🧬 Shares DNA with🧬 View the DNA map →

Measured from GitHub topics shared by both projects, weighted by how rare each topic is.