weka.dl4j.weightnoise

Class DropConnect

java.lang.Object

weka.dl4j.weightnoise.AbstractWeightNoise<org.deeplearning4j.nn.conf.weightnoise.DropConnect>

weka.dl4j.weightnoise.DropConnect

All Implemented Interfaces:

java.io.Serializable, weka.core.OptionHandler, ApiWrapper<org.deeplearning4j.nn.conf.weightnoise.DropConnect>

public class DropConnect
extends AbstractWeightNoise<org.deeplearning4j.nn.conf.weightnoise.DropConnect>
implements weka.core.OptionHandler, java.io.Serializable

DropConnect wrapper.

See Also:

Serialized Form

Constructor Summary

Constructors

Constructor and Description
DropConnect()

Method Summary

Modifier and Type	Method and Description
java.lang.String[]	getOptions() Gets the current settings of the Classifier.
double	getWeightRetainProbability() Get the learning rate schedule
Schedule<? extends org.nd4j.linalg.schedule.ISchedule>	getWeightRetainProbabilitySchedule() Get the learning rate schedule
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	setWeightRetainProbability(double prob)
void	setWeightRetainProbabilitySchedule(Schedule<? extends org.nd4j.linalg.schedule.ISchedule> sched)

Methods inherited from class weka.dl4j.weightnoise.AbstractWeightNoise

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

DropConnect

public DropConnect()

Method Detail

getWeightRetainProbability

@OptionMetadata(displayName="weightRetainProb",
                description="The weightRetainProb (default = 0.0).",
                commandLineParamName="weightRetainProb",
                commandLineParamSynopsis="-weightRetainProb <double>",
                displayOrder=1)
public double getWeightRetainProbability()

Get the learning rate schedule

Returns:

Learning rate schedule

setWeightRetainProbability

public void setWeightRetainProbability(double prob)

getWeightRetainProbabilitySchedule

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

Get the learning rate schedule

Returns:

Learning rate schedule

setWeightRetainProbabilitySchedule

public void setWeightRetainProbabilitySchedule(Schedule<? extends org.nd4j.linalg.schedule.ISchedule> sched)

initializeBackend

public void initializeBackend()

Description copied from interface: ApiWrapper

Initialize the DL4J backend.

Specified by:

initializeBackend in interface ApiWrapper<org.deeplearning4j.nn.conf.weightnoise.DropConnect>

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 AbstractWeightNoise<org.deeplearning4j.nn.conf.weightnoise.DropConnect>

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 AbstractWeightNoise<org.deeplearning4j.nn.conf.weightnoise.DropConnect>

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 AbstractWeightNoise<org.deeplearning4j.nn.conf.weightnoise.DropConnect>

Parameters:

options - the list of options as an array of strings

Throws:

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