snorkel
by snorkel-team (organization)
A system for quickly generating training data with weak supervision (description from the project’s GitHub page)
Repository facts
- Stars
- 6,022
- Forks
- 850
- Open issues and pull requests
- 19
- Primary language
- Python
- License
- Apache License 2.0 (Apache-2.0)
- Owner
- snorkel-team · Organization
- Created
- Feb 26, 2016
- Last push
- Oct 13, 2026
Topics
Related projects
Projects that share this one’s GitHub topics.
Rank 9,366: alteryx/compose
A machine learning tool for automated prediction engineering. It allows you to easily structure prediction problems and generate labels for supervised learning.
514 starsPythonBSD-3-ClauseLast push Mar 31, 2025
Rank 690: cleanlab/cleanlab
Cleanlab's open-source library is the standard data-centric AI package for data quality and machine learning with messy, real-world data and labels.
11,712 starsPythonApache-2.0Last push Jan 13, 2026
Rank 3,784: diffgram/diffgram
The AI Datastore for Schemas, BLOBs, and Predictions. Use with your apps or integrate built-in Human Supervision, Data Workflow, and UI Catalog to get the most value out of your A…
1,911 starsPythonOther licenseLast push Jun 22, 2026
Rank 8,681: sparkfish/augraphy
Augmentation pipeline for rendering synthetic paper printing, faxing, scanning and copy machine processes
585 starsPythonMITLast push Jul 20, 2025
Rank 4,629: code-kern-ai/refinery
The data scientist's open-source choice to scale, assess and maintain natural language data. Treat training data like a software artifact.
1,473 starsPythonApache-2.0Last push Dec 9, 2024
Rank 9,415: arcelien/pba
Efficient Learning of Augmentation Policy Schedules
509 starsJupyter NotebookApache-2.0Last push Oct 27, 2019