public sealed class AutoMlTablesInputs.Types.Transformation.Types.TextTransformation : IMessage<AutoMlTablesInputs.Types.Transformation.Types.TextTransformation>, IEquatable<AutoMlTablesInputs.Types.Transformation.Types.TextTransformation>, IDeepCloneable<AutoMlTablesInputs.Types.Transformation.Types.TextTransformation>, IBufferMessage, IMessage
Reference documentation and code samples for the Cloud AI Platform v1beta1 API class AutoMlTablesInputs.Types.Transformation.Types.TextTransformation.
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.
Implements
IMessageAutoMlTablesInputsTypesTransformationTypesTextTransformation, IEquatableAutoMlTablesInputsTypesTransformationTypesTextTransformation, IDeepCloneableAutoMlTablesInputsTypesTransformationTypesTextTransformation, IBufferMessage, IMessageNamespace
Google.Cloud.AIPlatform.V1Beta1.Schema.TrainingJob.DefinitionAssembly
Google.Cloud.AIPlatform.V1Beta1.dll
Constructors
TextTransformation()
public TextTransformation()
TextTransformation(TextTransformation)
public TextTransformation(AutoMlTablesInputs.Types.Transformation.Types.TextTransformation other)
Parameter | |
---|---|
Name | Description |
other |
AutoMlTablesInputsTypesTransformationTypesTextTransformation |
Properties
ColumnName
public string ColumnName { get; set; }
Property Value | |
---|---|
Type | Description |
string |