Shypd.aiThe largest open index of AI toolsSnorkel is an open-source system for quickly generating training data with weak supervision. It allows users to programmatically build and manage training datasets for machine learning applications.
Trending
About
Snorkel is an open-source system designed for the rapid generation of training data using weak supervision. Originating from Stanford in 2015, the project aimed to bring mathematical and systems structure to the often manual process of training data creation. It empowers users to programmatically label, build, and manage training data, addressing the critical role of data quality in machine learning project success. While the original Snorkel project is no longer actively developed, its core ideas and techniques have evolved into Snorkel Flow, an end-to-end AI application development platform. Snorkel is particularly useful for developers and data scientists looking to efficiently create large, labeled datasets for various machine learning tasks.
Capabilities
Pricing & Plans
Open Source
Free
FAQs
Trending
