weka.dl4j.dropout

Class Dropout

java.lang.Object

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

weka.dl4j.dropout.Dropout

All Implemented Interfaces:

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

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

See Also:

Serialized Form

Constructor Summary

Constructors

Constructor and Description
Dropout()

Method Summary

Modifier and Type	Method and Description
java.lang.String[]	getOptions() Gets the current settings of the Classifier.
double	getP() Get the learning rate schedule
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	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, getBackend, 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

Dropout

public Dropout()

Method Detail

getP

@OptionMetadata(displayName="p",
                description="The dropout probability (default = 0.5).",
                commandLineParamName="p",
                commandLineParamSynopsis="-p <double>",
                displayOrder=1)
public double getP()

Get the learning rate schedule

Returns:

Learning rate schedule

setP

public void setP(double p)

getpSchedule

@OptionMetadata(displayName="pSchedule",
                description="The dropout probability schedule  (default = ConstantScheduleImpl).",
                commandLineParamName="pSchedule",
                commandLineParamSynopsis="-pSchedule <Schedule>",
                displayOrder=2)
public Schedule<? extends org.nd4j.linalg.schedule.ISchedule> getpSchedule()

setpSchedule

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

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.Dropout>

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.Dropout>

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.Dropout>

Parameters:

options - the list of options as an array of strings

Throws:

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