Uses of Class
org.encog.neural.networks.training.BasicTraining

Packages that use BasicTraining

org.encog.neural.networks.training.anneal
org.encog.neural.networks.training.competitive
org.encog.neural.networks.training.cpn
org.encog.neural.networks.training.cross
org.encog.neural.networks.training.genetic
org.encog.neural.networks.training.hebbian
org.encog.neural.networks.training.lma
org.encog.neural.networks.training.propagation
org.encog.neural.networks.training.propagation.back
org.encog.neural.networks.training.propagation.manhattan
org.encog.neural.networks.training.propagation.resilient
org.encog.neural.networks.training.propagation.scg
org.encog.neural.networks.training.simple
org.encog.neural.networks.training.svd
org.encog.neural.networks.training.svm

Uses of BasicTraining in org.encog.neural.networks.training.anneal

Subclasses of BasicTraining in org.encog.neural.networks.training.anneal

class

NeuralSimulatedAnnealing This class implements a simulated annealing training algorithm for neural networks.

Uses of BasicTraining in org.encog.neural.networks.training.competitive

Subclasses of BasicTraining in org.encog.neural.networks.training.competitive

class

CompetitiveTraining This class implements competitive training, which would be used in a winner-take-all neural network, such as the self organizing map (SOM).

Uses of BasicTraining in org.encog.neural.networks.training.cpn

Subclasses of BasicTraining in org.encog.neural.networks.training.cpn

class	TrainInstar Used for Instar training of a CPN neural network.
class	TrainOutstar Used for Instar training of a CPN neural network.

Uses of BasicTraining in org.encog.neural.networks.training.cross

Subclasses of BasicTraining in org.encog.neural.networks.training.cross

class	CrossTraining Base class for cross training trainers.
class	CrossValidationKFold Train using K-Fold cross validation.

Uses of BasicTraining in org.encog.neural.networks.training.genetic

Subclasses of BasicTraining in org.encog.neural.networks.training.genetic

class

NeuralGeneticAlgorithm Implements a genetic algorithm that allows a feedforward or simple recurrent neural network to be trained using a genetic algorithm.

Uses of BasicTraining in org.encog.neural.networks.training.hebbian

Subclasses of BasicTraining in org.encog.neural.networks.training.hebbian

class

HebbianTraining This class implements Hebbian learning for Enocg.

Uses of BasicTraining in org.encog.neural.networks.training.lma

Subclasses of BasicTraining in org.encog.neural.networks.training.lma

class

LevenbergMarquardtTraining Trains a neural network using a Levenberg Marquardt algorithm (LMA).

Uses of BasicTraining in org.encog.neural.networks.training.propagation

Subclasses of BasicTraining in org.encog.neural.networks.training.propagation

class

Propagation Implements basic functionality that is needed by each of the propagation methods.

Uses of BasicTraining in org.encog.neural.networks.training.propagation.back

Subclasses of BasicTraining in org.encog.neural.networks.training.propagation.back

class

Backpropagation This class implements a backpropagation training algorithm for feed forward neural networks.

Uses of BasicTraining in org.encog.neural.networks.training.propagation.manhattan

Subclasses of BasicTraining in org.encog.neural.networks.training.propagation.manhattan

class

ManhattanPropagation One problem that the backpropagation technique has is that the magnitude of the partial derivative may be calculated too large or too small.

Uses of BasicTraining in org.encog.neural.networks.training.propagation.resilient

Subclasses of BasicTraining in org.encog.neural.networks.training.propagation.resilient

class

ResilientPropagation One problem with the backpropagation algorithm is that the magnitude of the partial derivative is usually too large or too small.

Uses of BasicTraining in org.encog.neural.networks.training.propagation.scg

Subclasses of BasicTraining in org.encog.neural.networks.training.propagation.scg

class

ScaledConjugateGradient This is a training class that makes use of scaled conjugate gradient methods.

Uses of BasicTraining in org.encog.neural.networks.training.simple

Subclasses of BasicTraining in org.encog.neural.networks.training.simple

class

TrainAdaline Train an ADALINE neural network.

Uses of BasicTraining in org.encog.neural.networks.training.svd

Subclasses of BasicTraining in org.encog.neural.networks.training.svd

class

SVDTraining Train a RBF neural network using a SVD.

Uses of BasicTraining in org.encog.neural.networks.training.svm

Subclasses of BasicTraining in org.encog.neural.networks.training.svm

class

SVMTrain Provides training for Support Vector Machine networks.