weka.dl4j.dropout

Class AlphaDropout

java.lang.Object

weka.dl4j.dropout.AbstractDropout<org.deeplearning4j.nn.conf.dropout.AlphaDropout>

weka.dl4j.dropout.AlphaDropout

All Implemented Interfaces:

java.io.Serializable, weka.core.OptionHandler, ApiWrapper<org.deeplearning4j.nn.conf.dropout.AlphaDropout>

public class AlphaDropout
extends AbstractDropout<org.deeplearning4j.nn.conf.dropout.AlphaDropout>

Gaussian dropout implementation.

See Also:

Serialized Form

Constructor Summary

Constructors

Constructor and Description
AlphaDropout()

Method Summary

Modifier and Type	Method and Description
double	getAlpha()
org.deeplearning4j.nn.conf.dropout.AlphaDropout	getBackend() Access the DL4J backend.
double	getLambda()
java.lang.String[]	getOptions() Gets the current settings of the Classifier.
double	getP()
Schedule<? extends org.nd4j.linalg.schedule.ISchedule>	getpSchedule()
void	initializeBackend() Initialize the DL4J backend.
java.util.Enumeration<weka.core.Option>	listOptions() Returns an enumeration describing the available options.
void	setAlpha(double alpha)
void	setLambda(double lambda)
void	setOptions(java.lang.String[] options) Parses a given list of options.
void	setP(double p)
void	setpSchedule(Schedule<? extends org.nd4j.linalg.schedule.ISchedule> pSchedule)

Methods inherited from class weka.dl4j.dropout.AbstractDropout

create, setBackend

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

AlphaDropout

public AlphaDropout()

Method Detail

getpSchedule

@OptionMetadata(displayName="schedule",
                description="The dropout probability schedule (default = ConstantScheduleImpl).",
                commandLineParamName="schedule",
                commandLineParamSynopsis="-schedule <Schedule>",
                displayOrder=1)
public Schedule<? extends org.nd4j.linalg.schedule.ISchedule> getpSchedule()

setpSchedule

public void setpSchedule(Schedule<? extends org.nd4j.linalg.schedule.ISchedule> pSchedule)

getP

@OptionMetadata(displayName="p",
                description="The dropout probability (default = 0.5).",
                commandLineParamName="p",
                commandLineParamSynopsis="-p <double>",
                displayOrder=2)
public double getP()

setP

public void setP(double p)

getAlpha

@OptionMetadata(displayName="alpha",
                description="The alpha value that weight randomly are assigned to (default = 1.6732632423543772).",
                commandLineParamName="alpha",
                commandLineParamSynopsis="-alpha <double>",
                displayOrder=3)
public double getAlpha()

setAlpha

public void setAlpha(double alpha)

getLambda

@OptionMetadata(displayName="lambda",
                description="The lambda value (default = 1.0507009873554805).",
                commandLineParamName="lambda",
                commandLineParamSynopsis="-lambda <double>",
                displayOrder=4)
public double getLambda()

setLambda

public void setLambda(double lambda)

getBackend

public org.deeplearning4j.nn.conf.dropout.AlphaDropout getBackend()

Description copied from interface: ApiWrapper

Access the DL4J backend.

Specified by:

getBackend in interface ApiWrapper<org.deeplearning4j.nn.conf.dropout.AlphaDropout>

Overrides:

getBackend in class AbstractDropout<org.deeplearning4j.nn.conf.dropout.AlphaDropout>

Returns:

DL4J backend for this wrapper

initializeBackend

public void initializeBackend()

Description copied from interface: ApiWrapper

Initialize the DL4J backend.

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 AbstractDropout<org.deeplearning4j.nn.conf.dropout.AlphaDropout>

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 AbstractDropout<org.deeplearning4j.nn.conf.dropout.AlphaDropout>

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 AbstractDropout<org.deeplearning4j.nn.conf.dropout.AlphaDropout>

Parameters:

options - the list of options as an array of strings

Throws:

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