Snorkel Flow homepage

The Snorkel Flow platform can be divided into four main sections: Applications, Deployments, Datasets, and Notebook. Each of these can be accessed through the sidebar menu.

Applications

This view shows all of a user’s applications, which can also be searched by name. Clicking on a particular application reveals its internal details, including operators, labeling functions, discriminative model, and performance statistics.

See Create application: A guided flow for details on creating a new application.

Datasets

This view shows all the datasets that have been added to Snorkel Flow. Clicking on a dataset reveals the datasources contained within it. A dataset may be used by multiple applications.

See Data upload for a walkthrough with instructions on dataset and data source creation.

Notebook

The in-platform notebook in Snorkel Flow provides a way to access more powerful features and interface with the platform in more ways than the graphical user interface allows. After TASK_NAME and DATASET_NAME are filled out, the Python SDK can be used to perform advanced tasks.

See Usage Examples for examples of the capabilities enabled by the notebook feature and Python SDK for detailed documentation.

Help

The Help menu provides a list of useful shortcuts that will assist any in-platform navigation. These are especially useful for the document dataviewer on the Develop (Studio) page.