TextClassificationTransformer Class

Reference

Definition

Namespace:: Microsoft.ML.TorchSharp.NasBert

Assembly:: Microsoft.ML.TorchSharp.dll

Package:: Microsoft.ML.TorchSharp v0.22.1

Package:: Microsoft.ML.TorchSharp v0.20.1

Package:: Microsoft.ML.TorchSharp v0.22.0

Package:: Microsoft.ML.TorchSharp v0.22.0-preview.24522.7

Source:: TextClassificationTrainer.cs

Source:: TextClassificationTrainer.cs

Source:: TextClassificationTrainer.cs

Important

Some information relates to prerelease product that may be substantially modified before it’s released. Microsoft makes no warranties, express or implied, with respect to the information provided here.

public sealed class TextClassificationTransformer : Microsoft.ML.TorchSharp.NasBert.NasBertTransformer<uint,long>

type TextClassificationTransformer = class
    inherit NasBertTransformer<uint32, int64>

Public NotInheritable Class TextClassificationTransformer
Inherits NasBertTransformer(Of UInteger, Long)

Inheritance: Object

RowToRowTransformerBase

TorchSharpBaseTransformer

TorchSharpBaseTransformer<TLabelCol,TTargetsCol>

NasBertTransformer<UInt32,Int64>
TextClassificationTransformer

Inheritance: Object

RowToRowTransformerBase

NasBertTransformer

NasBertTransformer<UInt32,Int64>
TextClassificationTransformer

Fields

LabelColumn	(Inherited from NasBertTransformer<TLabelCol,TTargetsCol>)
SentenceColumn	(Inherited from NasBertTransformer<TLabelCol,TTargetsCol>)
SentenceColumn2	(Inherited from NasBertTransformer<TLabelCol,TTargetsCol>)

Methods

Dispose()	(Inherited from TorchSharpBaseTransformer<TLabelCol,TTargetsCol>)
Dispose(Boolean)	(Inherited from TorchSharpBaseTransformer<TLabelCol,TTargetsCol>)
GetOutputSchema(DataViewSchema)	(Inherited from RowToRowTransformerBase)
GetOutputSchema(SchemaShape)	(Inherited from NasBertTransformer<TLabelCol,TTargetsCol>)
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

Share via