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.genetic   
org.encog.ml.svm.training   
org.encog.neural.cpn.training   
org.encog.neural.freeform.training   
org.encog.neural.networks.training.anneal   
org.encog.neural.networks.training.cross   
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.genetic
 

Subclasses of BasicTraining in org.encog.ml.genetic
 class MLMethodGeneticAlgorithm
          Implements a genetic algorithm that allows an MLMethod that is encodable (MLEncodable) to be trained.
 

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.freeform.training
 

Subclasses of BasicTraining in org.encog.neural.freeform.training
 class FreeformBackPropagation
           
 class FreeformPropagationTraining
          Provides basic propagation functions to other trainers.
 class FreeformResilientPropagation
           
 

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.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.
 



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