Class: Google::Cloud::AIPlatform::V1::Schema::TrainingJob::Definition::AutoMlTablesInputs::Transformation::TextTransformation

Inherits:
Object
  • Object
show all
Extended by:
Protobuf::MessageExts::ClassMethods
Includes:
Protobuf::MessageExts
Defined in:
proto_docs/google/cloud/aiplatform/v1/schema/trainingjob/definition/automl_tables.rb

Overview

Training pipeline will perform following transformation functions.

  • The text as is--no change to case, punctuation, spelling, tense, and so on.
  • Tokenize text to words. Convert each words to a dictionary lookup index and generate an embedding for each index. Combine the embedding of all elements into a single embedding using the mean.
  • Tokenization is based on unicode script boundaries.
  • Missing values get their own lookup index and resulting embedding.
  • Stop-words receive no special treatment and are not removed.

Instance Attribute Summary collapse

Instance Attribute Details

#column_name ⇒ ::String

Returns:

  • (::String) 


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# File 'proto_docs/google/cloud/aiplatform/v1/schema/trainingjob/definition/automl_tables.rb', line 245

class TextTransformation
  include ::Google::Protobuf::MessageExts
  extend ::Google::Protobuf::MessageExts::ClassMethods
end