Package IntelligenceLabPkg
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Contents |
Belongs to
- IntelligenceLab - Artificial Intelligence Library.
Requires
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.
- TILNeuronSynapses - Neuron's synapses collection.
- TILNeuron - General purpose neuron component.
- 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.
- TILHiddenNeuronLayers - Neural network hidden neuron layers collection.
- 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.
- 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.
- 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.
