Snorkel

Snorkel provides a high-level interface for rapidly creating training sets, labelling data, and training ML models. Snorkel's approach enables users to leverage weak supervision techniques and easily incorporate domain knowledge into the training process, reducing the manual effort required for labelling large datasets. By automating and accelerating the data labelling pipeline, Snorkel accelerates ML development and deployment, making it an invaluable tool for researchers and developers.