Snorkel

Snorkel#

https://github.com/snorkel-team/snorkel/raw/main/figs/logo_01.png

Description#

Snorkel is a system for rapidly creating, modeling, and managing training data, currently focused on accelerating the development of structured or “dark” data extraction applications for domains in which large labeled training sets are not available or easy to obtain.

Home page for this solution: https://www.snorkel.org/

Overview#

Key

Value

Name

snorkel

Description

A system for quickly generating training data with weak supervision

License

Apache License 2.0

Programming Language

Python

Created

2016-02-26

Last update

2025-03-31

Github Stars

5843

Project Home Page

https://snorkel.org

Code Repository

snorkel-team/snorkel

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Note:

  • Created date is date that repro is created on Github.com.

  • Last update is only the last date I run an automatic check.

  • Do not attach a wrong value to github stars. Its a vanity metric! Stars count are misleading and don’t indicate if the SBB is high-quality or very popular.