recunn.datasets

Class TextGenerationUnbroken

java.lang.Object

recunn.datastructs.DataSet

recunn.datasets.TextGenerationUnbroken

All Implemented Interfaces:

java.io.Serializable

public class TextGenerationUnbroken
extends DataSet

See Also:

Serialized Form

Field Summary

Fields

Modifier and Type	Field and Description
static boolean	reportPerplexity
static int	reportSequenceLength

Fields inherited from class recunn.datastructs.DataSet

inputDimension, lossReporting, lossTraining, outputDimension, testing, training, validation

Constructor Summary

Constructors

Constructor and Description
TextGenerationUnbroken(java.lang.String path, int totalSequences, int sequenceMinLength, int sequenceMaxLength, java.util.Random rng)

Method Summary

Modifier and Type	Method and Description
void	DisplayReport(Model model, java.util.Random rng)
static java.lang.String	generateText(Model model, int steps, boolean argmax, double temperature, java.util.Random rng)
Nonlinearity	getModelOutputUnitToUse()

Methods inherited from class java.lang.Object

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

Field Detail

reportSequenceLength

public static int reportSequenceLength

reportPerplexity

public static boolean reportPerplexity

Constructor Detail

TextGenerationUnbroken

public TextGenerationUnbroken(java.lang.String path,
                              int totalSequences,
                              int sequenceMinLength,
                              int sequenceMaxLength,
                              java.util.Random rng)
                       throws java.lang.Exception

Throws:

java.lang.Exception

Method Detail

generateText

public static java.lang.String generateText(Model model,
                                            int steps,
                                            boolean argmax,
                                            double temperature,
                                            java.util.Random rng)
                                     throws java.lang.Exception

Throws:

java.lang.Exception

DisplayReport

public void DisplayReport(Model model,
                          java.util.Random rng)
                   throws java.lang.Exception

Specified by:

DisplayReport in class DataSet

Throws:

java.lang.Exception

getModelOutputUnitToUse

public Nonlinearity getModelOutputUnitToUse()

Specified by:

getModelOutputUnitToUse in class DataSet