de.datexis.ner

Class MentionAnnotator.Builder

java.lang.Object

de.datexis.ner.MentionAnnotator.Builder

Enclosing class:

MentionAnnotator

public static class MentionAnnotator.Builder
extends Object

Field Summary

Fields

Modifier and Type	Field and Description
protected List<Encoder>	encoders
protected Class	tagset
protected String	types

Constructor Summary

Constructors

Constructor and Description
Builder()

Method Summary

Modifier and Type	Method and Description
MentionAnnotator	build()
MentionAnnotator.Builder	enableTrainingUI(boolean enable)
MentionAnnotator.Builder	pretrain(Dataset train) pretrain encoders
MentionAnnotator.Builder	withEncoders(Encoder... encoders)
MentionAnnotator.Builder	withEncoders(String desc, Encoder... encoders)
MentionAnnotator.Builder	withModelParams(int ffwLayerSize, int lstmLayerSize)
MentionAnnotator.Builder	withTrainingParams(double learningRate, int batchSize, int numEpochs)
MentionAnnotator.Builder	withTypes(MentionAnnotation.Type types)
MentionAnnotator.Builder	withTypes(String types)
MentionAnnotator.Builder	withWorkspaceParams(int workers)

Methods inherited from class java.lang.Object

clone, equals, finalize, getClass, hashCode, notify, notifyAll, toString, wait, wait, wait

Field Detail

types

protected String types

tagset

protected Class tagset

encoders

protected List<Encoder> encoders

Constructor Detail

Builder

public Builder()

Method Detail

withModelParams

public MentionAnnotator.Builder withModelParams(int ffwLayerSize,
                                                int lstmLayerSize)

withTrainingParams

public MentionAnnotator.Builder withTrainingParams(double learningRate,
                                                   int batchSize,
                                                   int numEpochs)

withWorkspaceParams

public MentionAnnotator.Builder withWorkspaceParams(int workers)

withTypes

public MentionAnnotator.Builder withTypes(MentionAnnotation.Type types)

withTypes

public MentionAnnotator.Builder withTypes(String types)

withEncoders

public MentionAnnotator.Builder withEncoders(String desc,
                                             Encoder... encoders)

withEncoders

public MentionAnnotator.Builder withEncoders(Encoder... encoders)

enableTrainingUI

public MentionAnnotator.Builder enableTrainingUI(boolean enable)

pretrain

public MentionAnnotator.Builder pretrain(Dataset train)

pretrain encoders

build

public MentionAnnotator build()