Uses of Class
org.encog.ml.train.BasicTraining

Packages that use BasicTraining

org.encog.ml.bayesian.training
org.encog.ml.fitting.gaussian
org.encog.ml.fitting.linear
org.encog.ml.svm.training
org.encog.neural.cpn.training
org.encog.neural.networks.training.anneal
org.encog.neural.networks.training.cross
org.encog.neural.networks.training.genetic
org.encog.neural.networks.training.lma
org.encog.neural.networks.training.nm
org.encog.neural.networks.training.pnn
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.quick
org.encog.neural.networks.training.propagation.resilient
org.encog.neural.networks.training.propagation.scg
org.encog.neural.networks.training.pso
org.encog.neural.networks.training.simple
org.encog.neural.rbf.training
org.encog.neural.som.training.basic
org.encog.neural.som.training.clustercopy

Uses of BasicTraining in org.encog.ml.bayesian.training

Subclasses of BasicTraining in org.encog.ml.bayesian.training

class

TrainBayesian Train a Bayesian network.

Uses of BasicTraining in org.encog.ml.fitting.gaussian

Subclasses of BasicTraining in org.encog.ml.fitting.gaussian

class

TrainGaussian

Uses of BasicTraining in org.encog.ml.fitting.linear

Subclasses of BasicTraining in org.encog.ml.fitting.linear

class

TrainLinearRegression

Uses of BasicTraining in org.encog.ml.svm.training

Subclasses of BasicTraining in org.encog.ml.svm.training

class	SVMSearchTrain Provides training for Support Vector Machine networks.
class	SVMTrain Provides training for Support Vector Machine networks.

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

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

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.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.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.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.nm

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

class

NelderMeadTraining The Nelder-Mead method is a commonly used parameter optimization method that can be used for neural network training.

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

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

class

TrainBasicPNN Train a PNN.

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.quick

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

class

QuickPropagation QPROP is an efficient training method that is based on Newton's Method.

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.pso

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

class

NeuralPSO Iteratively trains a population of neural networks by applying particle swarm optimisation (PSO).

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.rbf.training

Subclasses of BasicTraining in org.encog.neural.rbf.training

class

SVDTraining Train a RBF neural network using a SVD.

Uses of BasicTraining in org.encog.neural.som.training.basic

Subclasses of BasicTraining in org.encog.neural.som.training.basic

class

BasicTrainSOM 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.som.training.clustercopy

Subclasses of BasicTraining in org.encog.neural.som.training.clustercopy

class

SOMClusterCopyTraining SOM cluster copy is a very simple trainer for SOM's.