deepnetts.automl

Class Parameters

java.lang.Object

deepnetts.automl.Parameters

public final class Parameters
extends Object

Parameter search space: a collection of parameters and methods for generating all possible combinations.

Nested Class Summary

Nested Classes

Modifier and Type	Class and Description
static class	Parameters.ParameterCombination Combination of parameters to search through.

Field Summary

Fields

Modifier and Type	Field and Description
static String	HIDDEN_ACTIVATION
static String	HIDDEN_LAYERS
static String	HIDDEN_NEURONS
static String	INPUTS
static String	LEARNING_RATE
static String	MAX_EPOCHS
static String	MAX_ERROR
static String	MOMENTUM
static String	OPTIMIZER
static String	OUTPUT_ACTIVATION
static String	OUTPUTS

Constructor Summary

Constructors

Constructor and Description
Parameters()

Method Summary

Modifier and Type	Method and Description
Parameters	add(Parameter param)
<T> Parameters	add(String name, List<T> values) Adds a list of possible values for specified parameter name
<T> Parameters	add(String name, T... values)
List<Parameters.ParameterCombination>	createSearchSpace() Returns parameters search space - all possible combination of all given parameter values.
Parameter<?>	get(String name)
int	getInt(String name)
Set<String>	names()
String	toString()
Collection<Parameter<?>>	values()

Methods inherited from class java.lang.Object

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

Field Detail

OPTIMIZER

public static final String OPTIMIZER

See Also:

Constant Field Values

HIDDEN_NEURONS

public static final String HIDDEN_NEURONS

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Constant Field Values

HIDDEN_LAYERS

public static final String HIDDEN_LAYERS

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Constant Field Values

HIDDEN_ACTIVATION

public static final String HIDDEN_ACTIVATION

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Constant Field Values

OUTPUT_ACTIVATION

public static final String OUTPUT_ACTIVATION

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Constant Field Values

LEARNING_RATE

public static final String LEARNING_RATE

See Also:

Constant Field Values

MOMENTUM

public static final String MOMENTUM

See Also:

Constant Field Values

MAX_ERROR

public static final String MAX_ERROR

See Also:

Constant Field Values

MAX_EPOCHS

public static final String MAX_EPOCHS

See Also:

Constant Field Values

INPUTS

public static final String INPUTS

See Also:

Constant Field Values

OUTPUTS

public static final String OUTPUTS

See Also:

Constant Field Values

Constructor Detail

Parameters

public Parameters()

Method Detail

add

public <T> Parameters add(String name,
                          T... values)

add

public <T> Parameters add(String name,
                          List<T> values)

Adds a list of possible values for specified parameter name

Type Parameters:

T -

Parameters:

name -

values -

Returns:

add

public Parameters add(Parameter param)

get

public Parameter<?> get(String name)

names

public Set<String> names()

values

public Collection<Parameter<?>> values()

toString

public String toString()

Overrides:

toString in class Object

createSearchSpace

public List<Parameters.ParameterCombination> createSearchSpace()

Returns parameters search space - all possible combination of all given parameter values.

getInt

public int getInt(String name)