Neuroph
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L

label - Variable in class org.neuroph.core.learning.TrainingElement
Label for this training element
LABELS_PLUGIN_NAME - Static variable in class org.neuroph.util.plugins.LabelsPlugin
 
LabelsPlugin - Class in org.neuroph.util.plugins
Provides labeling of all neural network components
LabelsPlugin() - Constructor for class org.neuroph.util.plugins.LabelsPlugin
 
Layer - Class in org.neuroph.core
Layer of neurons in a neural network.
Layer() - Constructor for class org.neuroph.core.Layer
Creates an instance of empty Layer
Layer(int, NeuronProperties) - Constructor for class org.neuroph.core.Layer
Creates an instance of Layer with the specified number of neurons with specified neuron properties
LayerFactory - Class in org.neuroph.util
Provides methods to create instance of a Layer with specifed number of neurons and neuron's properties.
LayerFactory() - Constructor for class org.neuroph.util.LayerFactory
 
learn(TrainingSet) - Method in class org.neuroph.core.learning.IterativeLearning
 
learn(TrainingSet) - Method in class org.neuroph.core.learning.LearningRule
Override this method to implement specific learning procedures
learn(TrainingSet) - Method in class org.neuroph.core.NeuralNetwork
Deprecated.  
learn(TrainingSet) - Method in class org.neuroph.nnet.learning.HopfieldLearning
Calculates weights for the hopfield net to learn the specified training set
learn(TrainingSet) - Method in class org.neuroph.nnet.learning.KohonenLearning
 
learningRate - Variable in class org.neuroph.core.learning.IterativeLearning
Learning rate parametar
LearningRule - Class in org.neuroph.core.learning
Base class for all neural network learning algorithms.
LearningRule() - Constructor for class org.neuroph.core.learning.LearningRule
Creates instance of learning rule
LearningRule(NeuralNetwork) - Constructor for class org.neuroph.core.learning.LearningRule
Sets neural network for this learning rule
learnInNewThread(TrainingSet) - Method in class org.neuroph.core.NeuralNetwork
Starts learning in a new thread to learn the specified training set, and immediately returns from method to the current thread execution
learnInNewThread(TrainingSet, LearningRule) - Method in class org.neuroph.core.NeuralNetwork
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
learnInSameThread(TrainingSet) - Method in class org.neuroph.core.NeuralNetwork
Starts the learning in the current running thread to learn the specified training set, and returns from method when network is done learning
learnInSameThread(TrainingSet, LearningRule) - Method in class org.neuroph.core.NeuralNetwork
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
learnPattern(SupervisedTrainingElement) - Method in class org.neuroph.core.learning.SupervisedLearning
Trains network with the pattern from the specified training element
learnPattern(TrainingElement) - Method in class org.neuroph.core.learning.UnsupervisedLearning
Trains network with the pattern from the specified training element
learnPattern(SupervisedTrainingElement) - Method in class org.neuroph.nnet.learning.SupervisedHebbianLearning
Trains network with the pattern from the specified training element
Linear - Class in org.neuroph.core.transfer
Linear neuron transfer function.
Linear() - Constructor for class org.neuroph.core.transfer.Linear
Creates an instance of Linear transfer function
Linear(double) - Constructor for class org.neuroph.core.transfer.Linear
Creates an instance of Linear transfer function with specified value for getSlope parametar.
Linear(Properties) - Constructor for class org.neuroph.core.transfer.Linear
Creates an instance of Linear transfer function with specified properties
LMS - Class in org.neuroph.nnet.learning
LMS learning rule for neural networks.
LMS() - Constructor for class org.neuroph.nnet.learning.LMS
Creates new LMS learning rule
LMS(NeuralNetwork) - Constructor for class org.neuroph.nnet.learning.LMS
Creates new LMS learning rule for specified neural network
load(String) - Static method in class org.neuroph.core.learning.TrainingSet
Loads training set from the specified file
load(String) - Static method in class org.neuroph.core.NeuralNetwork
Loads neural network from the specified file.

Neuroph
A B C D E F G H I K L M N O P R S T U V W X