OneToOneTransformerBase Class

Definition

Namespace:

Microsoft.ML.Data

Assembly:

Microsoft.ML.Data.dll

Package:

Microsoft.ML v3.0.1

Base class for transformer which operates on pairs input and output columns.

public abstract class OneToOneTransformerBase : Microsoft.ML.Data.RowToRowTransformerBase

type OneToOneTransformerBase = class
    inherit RowToRowTransformerBase

Public MustInherit Class OneToOneTransformerBase
Inherits RowToRowTransformerBase

Inheritance

Object

RowToRowTransformerBase

OneToOneTransformerBase

Derived

Microsoft.ML.Data.ImageLoadingTransformer

Microsoft.ML.Transforms.ApproximatedKernelTransformer

Microsoft.ML.Transforms.ColumnCopyingTransformer

Microsoft.ML.Transforms.FeatureContributionCalculatingTransformer

Microsoft.ML.Transforms.HashingTransformer

Microsoft.ML.Transforms.Image.ImageGrayscalingTransformer

Microsoft.ML.Transforms.Image.ImagePixelExtractingTransformer

Microsoft.ML.Transforms.Image.ImageResizingTransformer

Microsoft.ML.Transforms.Image.VectorToImageConvertingTransformer

Microsoft.ML.Transforms.KeyToBinaryVectorMappingTransformer

Microsoft.ML.Transforms.KeyToValueMappingTransformer

Microsoft.ML.Transforms.KeyToVectorMappingTransformer

Microsoft.ML.Transforms.LpNormNormalizingTransformer

Microsoft.ML.Transforms.MissingValueIndicatorTransformer

Microsoft.ML.Transforms.MissingValueReplacingTransformer

Microsoft.ML.Transforms.NormalizingTransformer

Microsoft.ML.Transforms.PrincipalComponentAnalysisTransformer

Microsoft.ML.Transforms.Text.CustomStopWordsRemovingTransformer

Microsoft.ML.Transforms.Text.LatentDirichletAllocationTransformer

Microsoft.ML.Transforms.Text.NgramExtractingTransformer

Microsoft.ML.Transforms.Text.StopWordsRemovingTransformer

Microsoft.ML.Transforms.Text.TextNormalizingTransformer

Microsoft.ML.Transforms.Text.TokenizingByCharactersTransformer

Microsoft.ML.Transforms.Text.WordEmbeddingTransformer

Microsoft.ML.Transforms.Text.WordTokenizingTransformer

Microsoft.ML.Transforms.TypeConvertingTransformer

Microsoft.ML.Transforms.ValueMappingTransformer

Microsoft.ML.Transforms.ValueToKeyMappingTransformer

Microsoft.ML.Transforms.VectorWhiteningTransformer

Methods

GetOutputSchema(DataViewSchema)	(Inherited from RowToRowTransformerBase)
Transform(IDataView)	(Inherited from RowToRowTransformerBase)

Explicit Interface Implementations

ICanSaveModel.Save(ModelSaveContext)	(Inherited from RowToRowTransformerBase)
ITransformer.GetRowToRowMapper(DataViewSchema)	(Inherited from RowToRowTransformerBase)
ITransformer.IsRowToRowMapper	(Inherited from RowToRowTransformerBase)

Extension Methods

Preview(ITransformer, IDataView, Int32)	Preview an effect of the transformer on a given data.
Append<TTrans>(ITransformer, TTrans)	Create a new transformer chain, by appending another transformer to the end of this transformer chain.
CreateTimeSeriesEngine<TSrc,TDst>(ITransformer, IHostEnvironment, PredictionEngineOptions)	TimeSeriesPredictionEngine<TSrc,TDst> creates a prediction engine for a time series pipeline. It updates the state of time series model with observations seen at prediction phase and allows checkpointing the model.
CreateTimeSeriesEngine<TSrc,TDst>(ITransformer, IHostEnvironment, Boolean, SchemaDefinition, SchemaDefinition)	TimeSeriesPredictionEngine<TSrc,TDst> creates a prediction engine for a time series pipeline. It updates the state of time series model with observations seen at prediction phase and allows checkpointing the model.