org.deeplearning4j.nn.params

Class LSTMParamInitializer

java.lang.Object

org.deeplearning4j.nn.params.LSTMParamInitializer

All Implemented Interfaces:

ParamInitializer

public class LSTMParamInitializer
extends Object
implements ParamInitializer

LSTM Parameters. Recurrent weights represent the all of the related parameters for the recurrent net. The decoder weights are used for predictions.

Author:

Adam Gibson

Field Summary

Fields

Modifier and Type	Field and Description
static String	DECODER_BIAS
static String	DECODER_WEIGHTS
static String	RECURRENT_WEIGHTS

Constructor Summary

Constructors

Constructor and Description
LSTMParamInitializer()

Method Summary

Modifier and Type	Method and Description
void	init(Map<String,org.nd4j.linalg.api.ndarray.INDArray> params, NeuralNetConfiguration conf) Initialize the parameters
void	init(Map<String,org.nd4j.linalg.api.ndarray.INDArray> params, NeuralNetConfiguration conf, org.canova.api.conf.Configuration extraConf) Initialization via extra parameters where necessary

Methods inherited from class java.lang.Object

clone, equals, finalize, getClass, hashCode, notify, notifyAll, toString, wait, wait, wait

Field Detail

RECURRENT_WEIGHTS

public static final String RECURRENT_WEIGHTS

See Also:

Constant Field Values

DECODER_BIAS

public static final String DECODER_BIAS

See Also:

Constant Field Values

DECODER_WEIGHTS

public static final String DECODER_WEIGHTS

See Also:

Constant Field Values

Constructor Detail

LSTMParamInitializer

public LSTMParamInitializer()

Method Detail

init

public void init(Map<String,org.nd4j.linalg.api.ndarray.INDArray> params,
                 NeuralNetConfiguration conf)

Description copied from interface: ParamInitializer

Initialize the parameters

Specified by:

init in interface ParamInitializer

Parameters:

params - the parameters to initialize

conf - the configuration

init

public void init(Map<String,org.nd4j.linalg.api.ndarray.INDArray> params,
                 NeuralNetConfiguration conf,
                 org.canova.api.conf.Configuration extraConf)

Description copied from interface: ParamInitializer

Initialization via extra parameters where necessary

Specified by:

init in interface ParamInitializer

Parameters:

params - the params to configure

conf - the configuration to use

extraConf - an extra configuration for extensions