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TorchSharpCatalog.NameEntityRecognition Método

Definición

Sobrecargas

NameEntityRecognition(MulticlassClassificationCatalog+MulticlassClassificationTrainers, NerTrainer+NerOptions)

Source:
TorchSharpCatalog.cs
Source:
TorchSharpCatalog.cs
Source:
TorchSharpCatalog.cs

Precaución

Please use NamedEntityRecognition 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

Parámetros

catalog
MulticlassClassificationCatalog.MulticlassClassificationTrainers

Catálogo de la transformación.

options
NerTrainer.NerOptions

Conjunto completo de opciones avanzadas.

Devoluciones

Atributos

Se aplica a

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

Source:
TorchSharpCatalog.cs
Source:
TorchSharpCatalog.cs
Source:
TorchSharpCatalog.cs

Precaución

Please use NamedEntityRecognition 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

Parámetros

catalog
MulticlassClassificationCatalog.MulticlassClassificationTrainers

Catálogo de la transformación.

labelColumnName
String

Nombre de la columna de etiqueta. La columna debe ser un tipo de clave.

outputColumnName
String

Nombre de la columna de salida. Será un tipo de clave. Es la etiqueta de predicción.

sentence1ColumnName
String

Nombre de la columna de la primera oración.

batchSize
Int32

Número de filas del lote.

maxEpochs
Int32

Número máximo de veces que recorrer el conjunto de entrenamiento.

architecture
BertArchitecture

Arquitectura del modelo. El valor predeterminado es Roberta.

validationSet
IDataView

Conjunto de validación usado durante el entrenamiento para mejorar la calidad del modelo.

Devoluciones

Atributos

Se aplica a