Snorkel AI

Open-Source Snorkel Library

The free, open-source snorkel Python library (Apache-2.0) for programmatically building and managing training data with weak supervision - labeling functions, the LabelModel, transformation functions, and slicing functions. Imported as a local Python dependency (pip install snorkel); not a hosted network API.

Documentation GitHub

Documentation

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Documentation

https://www.snorkel.org/

📖

APIReference

https://snorkel.readthedocs.io/

Other Resources

🔗

GitHub

https://github.com/snorkel-team/snorkel

API entry from apis.yml

aid: snorkel-ai:open-source-snorkel-library
name: Open-Source Snorkel Library
tags:
- Open Source
- Python Library
- Weak Supervision
image: https://kinlane-images.s3.amazonaws.com/shared/apis-json/apis-json-logo.jpg
humanURL: https://github.com/snorkel-team/snorkel
properties:
- url: https://www.snorkel.org/
  type: Documentation
- url: https://snorkel.readthedocs.io/
  type: APIReference
- url: https://github.com/snorkel-team/snorkel
  type: GitHub
description: The free, open-source snorkel Python library (Apache-2.0) for programmatically building and
  managing training data with weak supervision - labeling functions, the LabelModel, transformation functions,
  and slicing functions. Imported as a local Python dependency (pip install snorkel); not a hosted network
  API.