Package IntelligenceLabPkg

Revision as of 20:30, 10 June 2013

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Packages

Belongs to

• IntelligenceLab - Artificial Intelligence Library.

Requires

• Package IntelligenceLabBasicPkg

Description

Controls

Components

• TILTrainingData - Prepares training data for the classifiers.
• TILSelfOrganizingMap - Self Organizing Map classifier.
• TILNeuron - General purpose neuron component.
• TILNeuralNetwork - Neural Network classifier.
• TILNeuralNetworkBackpropTrain - Trains neural networks using Backprop algorithm.
• TILNeuralNetworkRPropTrain - Trains neural networks using RProp algorithm.
• TILNaiveBayes - Naive Bayesian classifier.
• TILKNearestNeighbor - K Nearest Neighbor classifier.
• TILRadialBasisFunctionNetwork - Radial Basis Function Network classifier.

Units

• ILTrainingData - Contains the code for the TILTrainingData component.
• ILSelfOrganizingMap - Contains the code for the TILSelfOrganizingMap component.
• ILNeuron - Contains the code for the TILNeuron component.
• ILNeuralNetwork - Contains the code for the Neural Network and training components.
• ILNaiveBayes - Contains the code for the TILNaiveBayes component.
• ILKNearestNeighbor - Contains the code for the TILKNearestNeighbor component.
• ILRadialBasisFunctionNetwork - Contains the code for the TILRadialBasisFunctionNetwork component.
• ILStreamTypes - Contains the classes and types for the IntelligenceLab OpenWire stream support.
• ILBasicClassifier - Contains the basic classifier classes.

Classes

• TILTrainingData - Prepares training data for the classifiers.
• TILSelfOrganizingNodeWeights - Self organizing map node weights list class.
• TILSelfOrganizingNode - Self organizing map node class.
• TILSelfOrganizingElement - Basic class for self organizing map elements.
• TILSelfOrganizingNodeRow - Self organizing map node row class.
• TILSelfOrganizingNodeRows - Self organizing map node rows class.
• TILSelfOrganizingNodes - Self organizing map node list class.
• TILSelfOrganizingMapTraining - Self organizing map training class.
• TILSelfOrganizingMap - Self Organizing Map classifier.
• TILNeuronSynapse - Neuron's synapse collection item.
• TILNeuron - General purpose neuron component.
• TILNeuronSynapses - Neuron's synapses collection.
• TILNeuronElement - Basic class for neuron elements.
• TILAxon - Neural network neuron's axon class.
• TILSynapse - Neural network neuron's synapse class.
• TILSynapses - Neural network neuron's synapses class.
• TILNeuralNetworkNeuron - Neural network neuron class.
• TILNeuralNetworkLayer - Neural network neuron layer class.
• TILNeuronLayers - Neural network neuron layers list class.
• TILHiddenNeuronLayer - Neural network hidden neuron layer collection item.
• TILNeuralNetworkScales - Terminal neural network layer scales class.
• TILNeuralNetworkTerminalLayer - Neural network terminal layer basic class.
• TILNeuralNetworkInputLayer - Neural network input layer class.
• TILNeuralNetworkOutputLayer - Neural network output layer class.
• TILNeuralNetwork - Neural Network classifier.
• TILHiddenNeuronLayers - Neural network hidden neuron layers collection.
• TILNeuralNetworkTrainingBasicWeights - Neural network training weights base class.
• TILNeuralNetworkTrainingWeights - Back propagation training weights class.
• TILNeuralNetworkTrain - Basic abstract class for neural network training components.
• TILNeuralNetworkBackpropTrain - Trains neural networks using Backprop algorithm.
• TILNeuralNetworkTrainingDeltaWeights - Resilient back propagation training weights class.
• TILNeuralNetworkRPropTrain - Trains neural networks using RProp algorithm.
• TILNaiveBayesClass - Naive Bayes classifier single result structure.
• TILNaiveBayesResult - Naive Bayes classifier results class.
• TILNaiveBayes - Naive Bayesian classifier.
• TILKNearestNeighborResultItem - KNN classifier single result structure.
• TILKNearestNeighborResult - KNN classifier results class.
• TILKNearestNeighbor - K Nearest Neighbor classifier.
• TILRadialBasisFunctionNeuron - RBF neuron class.
• TILRadialBasisFunctionNeurons - RBF neurons class.
• TILRadialBasisFunctionNeuronResult - RBF neuron result class.
• TILRadialBasisFunctionResult - RBF classifier results class.
• TILRadialBasisFunctionBackground - RBF background settings class.
• TILRadialBasisFunctionNetwork - Radial Basis Function Network classifier.
• TILTrainingDataItem - Training data item.
• TILTrainingDataArray - Training data array.
• TOWILRealFeaturesSourcePin - Real features data Source Pin.
• TOWILRealFeaturesSinkPin - Real features data Sink Pin.
• TOWILRealTrainingSourcePin - Real training data Source Pin.
• TOWILRealTrainingSinkPin - Real training data Sink Pin.
• TILClassifierResult - Classifier results structure.
• TILBasicClassifierTerminalLayer - Classifier terminal layer(input or output) class.
• TILSimpleBasicClassifier - Basic abstract classifier class.
• TILSimpleBasicClassifierTemplate - Basic abstract classifier class.
• TILBasicClassifier - Basic abstract class for classifier components.
• TILTrainableBasicClassifier - Basic abstract class for classifier components.
• TILBasicEventClassifier - Basic abstract class for classifier components.

Structures

Interfaces

• IILTrainingDataItem - Training data interface.
• IILTrainingDataArray - Training data array interface.

Enums

• TILNeuronType - Neuron type enumeration.

Types

• TILAxonFunctionNotify - On custom Axon function event type.
• TILAxonDerivativeNotify - On custom Axon function derivative event type.
• TILAxonRangeNotify - On custom Axon function's range event type.
• TILNaiveBayesResultEvent - On Naive Bayes classifier result event type.
• TILKNearestNeighborResultEvent - On KNN classifier result event type.
• TILKCustomDistanceEvent - On custom distance function calculation event type.
• TILRadialBasisFunctionResultEvent - On RBF classifier result event type.
• TILClassifierResultEvent - On classifier result event type.