Package 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	Description
static final class	Parameters.ParameterCombination	A single combination of parameters with list of parameters (with all possible values).

Field Summary

Fields

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

Constructor Summary

Constructors

Constructor	Description
Parameters()

Method Summary

Modifier and Type	Method	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 Details

OPTIMIZER

public static final String OPTIMIZER

See Also:

• Constant Field Values

HIDDEN_NEURONS

public static final String HIDDEN_NEURONS

See Also:

• Constant Field Values

HIDDEN_LAYERS

public static final String HIDDEN_LAYERS

See Also:

• Constant Field Values

HIDDEN_ACTIVATION

public static final String HIDDEN_ACTIVATION

See Also:

• Constant Field Values

OUTPUT_ACTIVATION

public static final String OUTPUT_ACTIVATION

See Also:

• 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

STOP_ERROR

public static final String STOP_ERROR

See Also:

• Constant Field Values

MAX_EPOCHS

public static final String MAX_EPOCHS

See Also:

• Constant Field Values

STOP_EPOCHS

public static final String STOP_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 Details

Parameters

public Parameters()

Method Details

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.

Returns:

getInt

public int getInt(String name)