weka.dl4j.schedules

Class SigmoidSchedule

java.lang.Object

weka.dl4j.schedules.Schedule<org.nd4j.linalg.schedule.SigmoidSchedule>

weka.dl4j.schedules.SigmoidSchedule

All Implemented Interfaces:

java.io.Serializable, weka.core.OptionHandler, ApiWrapper<org.nd4j.linalg.schedule.SigmoidSchedule>

public class SigmoidSchedule
extends Schedule<org.nd4j.linalg.schedule.SigmoidSchedule>

Sigmoid schedule for learning rates.

See Also:

Serialized Form

Constructor Summary

Constructors

Constructor and Description
SigmoidSchedule()

Method Summary

Modifier and Type	Method and Description
double	getGamma()
java.lang.String[]	getOptions() Gets the current settings of the Classifier.
int	getStepSize()
void	initializeBackend() Initialize the DL4J backend.
java.util.Enumeration<weka.core.Option>	listOptions() Returns an enumeration describing the available options.
void	setBackend(org.nd4j.linalg.schedule.SigmoidSchedule newBackend) Set the DL4J backend.
void	setGamma(double gamma)
void	setOptions(java.lang.String[] options) Parses a given list of options.
void	setStepSize(int stepSize)

Methods inherited from class weka.dl4j.schedules.Schedule

create, getBackend, getInitialValue, getScheduleType, setInitialValue, setScheduleType

Methods inherited from class java.lang.Object

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

Methods inherited from interface weka.core.OptionHandler

makeCopy

Constructor Detail

SigmoidSchedule

public SigmoidSchedule()

Method Detail

getGamma

@OptionMetadata(displayName="gamma",
                description="The gamma value (default = 0.99).",
                commandLineParamName="gamma",
                commandLineParamSynopsis="-gamma <double>",
                displayOrder=2)
public double getGamma()

setGamma

public void setGamma(double gamma)

getStepSize

@OptionMetadata(displayName="stepSize",
                description="The stepSize value (default = 10).",
                commandLineParamName="stepSize",
                commandLineParamSynopsis="-stepSize <stepSize>",
                displayOrder=2)
public int getStepSize()

setStepSize

public void setStepSize(int stepSize)

initializeBackend

public void initializeBackend()

Description copied from interface: ApiWrapper

Initialize the DL4J backend.

setBackend

public void setBackend(org.nd4j.linalg.schedule.SigmoidSchedule newBackend)

Description copied from interface: ApiWrapper

Set the DL4J backend.

Parameters:

newBackend - Backend that should be wrapped by this class

listOptions

public java.util.Enumeration<weka.core.Option> listOptions()

Returns an enumeration describing the available options.

Specified by:

listOptions in interface weka.core.OptionHandler

Overrides:

listOptions in class Schedule<org.nd4j.linalg.schedule.SigmoidSchedule>

Returns:

an enumeration of all the available options.

getOptions

public java.lang.String[] getOptions()

Gets the current settings of the Classifier.

Specified by:

getOptions in interface weka.core.OptionHandler

Overrides:

getOptions in class Schedule<org.nd4j.linalg.schedule.SigmoidSchedule>

Returns:

an array of strings suitable for passing to setOptions

setOptions

public void setOptions(java.lang.String[] options)
                throws java.lang.Exception

Parses a given list of options.

Specified by:

setOptions in interface weka.core.OptionHandler

Overrides:

setOptions in class Schedule<org.nd4j.linalg.schedule.SigmoidSchedule>

Parameters:

options - the list of options as an array of strings

Throws:

java.lang.Exception - if an option is not supported