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Neuroph | |||||||||
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Packages that use LearningRule | |
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org.neuroph.core | Provides base classes and basic building components for neural networks. |
org.neuroph.core.learning | Provides base classes for neural network learning algorithms. |
org.neuroph.nnet.learning | Provides implementations of specific neural network learning algorithms. |
Uses of LearningRule in org.neuroph.core |
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Methods in org.neuroph.core that return LearningRule | |
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LearningRule |
NeuralNetwork.getLearningRule()
Returns the learning algorithm of this network |
Methods in org.neuroph.core with parameters of type LearningRule | |
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void |
NeuralNetwork.learnInNewThread(TrainingSet trainingSetToLearn,
LearningRule learningRule)
Starts learning with specified learning rule in new thread to learn the specified training set, and immediately returns from method to the current thread execution |
void |
NeuralNetwork.learnInSameThread(TrainingSet trainingSetToLearn,
LearningRule learningRule)
Starts the learning with specified learning rule in the current running thread to learn the specified training set, and returns from method when network is done learning |
void |
NeuralNetwork.setLearningRule(LearningRule learningRule)
Sets learning algorithm for this network |
Uses of LearningRule in org.neuroph.core.learning |
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Subclasses of LearningRule in org.neuroph.core.learning | |
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class |
IterativeLearning
Base class for all iterative learning algorithms. |
class |
SupervisedLearning
Base class for all supervised learning algorithms. |
class |
UnsupervisedLearning
Base class for all unsupervised learning algorithms. |
Uses of LearningRule in org.neuroph.nnet.learning |
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Subclasses of LearningRule in org.neuroph.nnet.learning | |
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class |
BackPropagation
Back Propagation learning rule for Multi Layer Perceptron neural networks. |
class |
BinaryHebbianLearning
Hebbian-like learning algorithm used for Hopfield network. |
class |
CompetitiveLearning
Competitive learning rule. |
class |
HopfieldLearning
Learning algorithm for the Hopfield neural network. |
class |
InstarLearning
Hebbian-like learning rule for Instar network. |
class |
KohonenLearning
Learning algorithm for Kohonen network. |
class |
LMS
LMS learning rule for neural networks. |
class |
MomentumBackpropagation
Backpropagation learning rule with momentum. |
class |
OjaLearning
Oja learning rule wich is a modification of unsupervised hebbian learning. |
class |
OutstarLearning
Hebbian-like learning rule for Outstar network. |
class |
SigmoidDeltaRule
Delta rule learning algorithm for perceptrons with sigmoid functions. |
class |
StepDeltaRule
Delta rule learning algorithm for perceptrons with step functions. |
class |
SupervisedHebbianLearning
Supervised hebbian learning rule. |
class |
UnsupervisedHebbianLearning
Unsupervised hebbian learning rule. |
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