User Guide#

This guide is an overview and explains the important features of Spark NLP. The in-depth documentation can be found in the API Reference. For more explanations, see also the Main Page and the Examples for more examples.

• Annotation
• Annotators
  • Annotator Approaches
  • Annotator Models
  • Pretrained Models
  • Common Functions
  • Available Annotators
• Setting up your own pipeline
  • Annotator types
  • Necessary imports
  • Constructing the Pipeline
• Pretrained Pipelines
  • Downloading and using a pretrained pipeline
  • Available Pipelines
• Loading datasets for training
  • POS Dataset
  • CoNLL Dataset
  • CoNLLU Dataset
  • Spell Checkers Dataset
  • PubTator Dataset
• Light Pipelines
  • Converting PipelineModels
  • Pretrained Light Pipelines
• Helper Functions