TensorFlowTransformer Class

Reference

Definition

Namespace:: Microsoft.ML.Transforms

Assembly:: Microsoft.ML.TensorFlow.dll

Package:: Microsoft.ML.TensorFlow v3.0.1

Package:: Microsoft.ML.TensorFlow v1.2.0

Package:: Microsoft.ML.TensorFlow v1.3.1

Package:: Microsoft.ML.TensorFlow v1.4.0

Package:: Microsoft.ML.TensorFlow v1.5.5

Package:: Microsoft.ML.TensorFlow v1.6.0

Package:: Microsoft.ML.TensorFlow v1.7.0

Package:: Microsoft.ML.TensorFlow v2.0.0

Important

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ITransformer for the TensorFlowEstimator.

public sealed class TensorFlowTransformer : Microsoft.ML.Data.RowToRowTransformerBase, IDisposable

public sealed class TensorFlowTransformer : Microsoft.ML.Data.RowToRowTransformerBase

type TensorFlowTransformer = class
    inherit RowToRowTransformerBase
    interface IDisposable

type TensorFlowTransformer = class
    inherit RowToRowTransformerBase

Public NotInheritable Class TensorFlowTransformer
Inherits RowToRowTransformerBase
Implements IDisposable

Public NotInheritable Class TensorFlowTransformer
Inherits RowToRowTransformerBase

Inheritance: Object

RowToRowTransformerBase
TensorFlowTransformer

Implements: IDisposable

Methods

Dispose()
Finalize()
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.

Applies to

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