recunn.datasets

Class TextGeneration

java.lang.Object

recunn.datastructs.DataSet

recunn.datasets.TextGeneration

All Implemented Interfaces:

java.io.Serializable

public class TextGeneration
extends DataSet

See Also:

Serialized Form

Field Summary

Fields

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

Fields inherited from class recunn.datastructs.DataSet

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

Constructor Summary

Constructors

Constructor and Description
TextGeneration(java.lang.String path)

Method Summary

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

Methods inherited from class java.lang.Object

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

Field Detail

reportSequenceLength

public static int reportSequenceLength

singleWordAutocorrect

public static boolean singleWordAutocorrect

reportPerplexity

public static boolean reportPerplexity

Constructor Detail

TextGeneration

public TextGeneration(java.lang.String path)
               throws java.lang.Exception

Throws:

java.lang.Exception

Method Detail

generateText

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

Throws:

java.lang.Exception

sequenceToSentence

public static java.lang.String sequenceToSentence(DataSequence sequence)

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