TorchSharpCatalog.NameEntityRecognition Method

Definition

Namespace:

Microsoft.ML.TorchSharp

Assembly:

Microsoft.ML.TorchSharp.dll

Package:

Microsoft.ML.TorchSharp v0.21.1

Overloads

NameEntityRecognition(MulticlassClassificationCatalog+MulticlassClassificationTrainers, NerTrainer+NerOptions)	Obsolete. Obsolete: please use the NamedEntityRecognition(MulticlassClassificationCatalog+MulticlassClassificationTrainers, NerTrainer+NerOptions) method instead
NameEntityRecognition(MulticlassClassificationCatalog+MulticlassClassificationTrainers, String, String, String, Int32, Int32, BertArchitecture, IDataView)	Obsolete. Obsolete: please use the NamedEntityRecognition(MulticlassClassificationCatalog+MulticlassClassificationTrainers, String, String, String, Int32, Int32, BertArchitecture, IDataView) method instead

NameEntityRecognition(MulticlassClassificationCatalog+MulticlassClassificationTrainers, NerTrainer+NerOptions)

Caution

Please use NamedEntityRecognition method instead

Obsolete: please use the NamedEntityRecognition(MulticlassClassificationCatalog+MulticlassClassificationTrainers, NerTrainer+NerOptions) method instead

[System.ComponentModel.EditorBrowsable(System.ComponentModel.EditorBrowsableState.Never)]
[System.Obsolete("Please use NamedEntityRecognition method instead", false)]
public static Microsoft.ML.TorchSharp.NasBert.NerTrainer NameEntityRecognition (this Microsoft.ML.MulticlassClassificationCatalog.MulticlassClassificationTrainers catalog, Microsoft.ML.TorchSharp.NasBert.NerTrainer.NerOptions options);

[<System.ComponentModel.EditorBrowsable(System.ComponentModel.EditorBrowsableState.Never)>]
[<System.Obsolete("Please use NamedEntityRecognition method instead", false)>]
static member NameEntityRecognition : Microsoft.ML.MulticlassClassificationCatalog.MulticlassClassificationTrainers * Microsoft.ML.TorchSharp.NasBert.NerTrainer.NerOptions -> Microsoft.ML.TorchSharp.NasBert.NerTrainer

<Extension()>
Public Function NameEntityRecognition (catalog As MulticlassClassificationCatalog.MulticlassClassificationTrainers, options As NerTrainer.NerOptions) As NerTrainer

Parameters

catalog

MulticlassClassificationCatalog.MulticlassClassificationTrainers

The transform's catalog.

options

NerTrainer.NerOptions

The full set of advanced options.

Returns

NerTrainer

Attributes

EditorBrowsableAttribute ObsoleteAttribute

NameEntityRecognition(MulticlassClassificationCatalog+MulticlassClassificationTrainers, String, String, String, Int32, Int32, BertArchitecture, IDataView)

Caution

Please use NamedEntityRecognition method instead

Obsolete: please use the NamedEntityRecognition(MulticlassClassificationCatalog+MulticlassClassificationTrainers, String, String, String, Int32, Int32, BertArchitecture, IDataView) method instead

[System.ComponentModel.EditorBrowsable(System.ComponentModel.EditorBrowsableState.Never)]
[System.Obsolete("Please use NamedEntityRecognition method instead", false)]
public static Microsoft.ML.TorchSharp.NasBert.NerTrainer NameEntityRecognition (this Microsoft.ML.MulticlassClassificationCatalog.MulticlassClassificationTrainers catalog, string labelColumnName = "Label", string outputColumnName = "PredictedLabel", string sentence1ColumnName = "Sentence", int batchSize = 32, int maxEpochs = 10, Microsoft.ML.TorchSharp.NasBert.BertArchitecture architecture = Microsoft.ML.TorchSharp.NasBert.BertArchitecture.Roberta, Microsoft.ML.IDataView validationSet = default);

[<System.ComponentModel.EditorBrowsable(System.ComponentModel.EditorBrowsableState.Never)>]
[<System.Obsolete("Please use NamedEntityRecognition method instead", false)>]
static member NameEntityRecognition : Microsoft.ML.MulticlassClassificationCatalog.MulticlassClassificationTrainers * string * string * string * int * int * Microsoft.ML.TorchSharp.NasBert.BertArchitecture * Microsoft.ML.IDataView -> Microsoft.ML.TorchSharp.NasBert.NerTrainer

<Extension()>
Public Function NameEntityRecognition (catalog As MulticlassClassificationCatalog.MulticlassClassificationTrainers, Optional labelColumnName As String = "Label", Optional outputColumnName As String = "PredictedLabel", Optional sentence1ColumnName As String = "Sentence", Optional batchSize As Integer = 32, Optional maxEpochs As Integer = 10, Optional architecture As BertArchitecture = Microsoft.ML.TorchSharp.NasBert.BertArchitecture.Roberta, Optional validationSet As IDataView = Nothing) As NerTrainer

Parameters

catalog

MulticlassClassificationCatalog.MulticlassClassificationTrainers

The transform's catalog.

labelColumnName

String

Name of the label column. Column should be a key type.

outputColumnName

String

Name of the output column. It will be a key type. It is the predicted label.

sentence1ColumnName

String

Name of the column for the first sentence.

batchSize

Int32

Number of rows in the batch.

maxEpochs

Int32

Maximum number of times to loop through your training set.

architecture

BertArchitecture

Architecture for the model. Defaults to Roberta.

validationSet

IDataView

The validation set used while training to improve model quality.

Returns

NerTrainer

Attributes

EditorBrowsableAttribute ObsoleteAttribute