Custom Operators

See snorkelflow.operators for API references.

• Developing and registering custom operators
  • Develop a custom operator
  • Choosing the right custom decorator
  • Use a custom operator
  • Developing a custom page splitter
  • Developing a custom row filter
  • Advanced options
• Developing and registering custom extractors
  • Develop a custom extractor
• Developing and registering custom operator classes
  • Defining the class
  • Registering the class
  • Use a custom operator class
  • Fit an operator in Snorkel Flow
• Using custom data points
  • Data point format
  • Adding a data source
  • Creating an application
  • Writing a custom operator class
  • Adding a model node
  • Writing a custom reducer
  • Iteratively develop ML model