AbsoluteNeuralPrediction | Neural network based prediction method |
ANNetwork | A generic and extensible neural network |
ANNFileFormat | Baseclass for ANNetwork file formats |
ANNFileFormatLib | ANNetwork data file format library |
ANNLayering | Older, layered ANN topology |
ANNTopology | Baseclass for builder methods for ANNetworks |
ArrayTrainSet | Data series training set, especially useful for time series |
AverageDeltaPrediction | Average Change of Previous Years prediction method |
BackpropTrainer | Error back propagation neural learning algorithm |
BiNode | Bidirectionally linked graph node |
ClassifResults | Struct for returning classification results from Learner::testClassify |
CombinedPrediction | A combined trivial prediction method |
Connection | A weighted connection between two Neuron neurons |
DataFormat | Baseclass for PatternSet file formats |
DataFormatLib | PatternSet data file format library |
DeltaNeuralPrediction | Not in use currently |
DummyInitializer | Dummy NeuronInitializer just leaves the neurons uninitialized |
DummyTerminator | Dummy terminator that doesn't terminate at all |
Equalizer | Abstract interface for vector equalization methods |
GaussianEq | Normal distribution equalization method (strategy) |
GaussianInitializer | Standard initializer for Neuron weights |
GLTerminator | Generalization Loss Terminator by Prechelt |
HistogramEq | Histogram equalization method (strategy) |
LayeredTopology | Multilayer perceptron ANNTopology |
Learner | Abstract interface for any ANN implementations |
Lib | Generic abstract factory for a specific type of classes |
MatrixEqualizer | Equalizes matrices |
MinmaxEq | Linear range equalization method (strategy) |
MonthlyDataSet | Contains data that has month information |
NeuralPrediction | This might be a nice change for future |
Neuron | The baseclass of neurons in ANNetwork |
NeuronContainer | Neuron container |
NeuronInitializer | Abstract interface class for Neuron weight initializers |
NeuronVisitor | For making operations for neurons |
PatternRow | This file is part of the Inanna library |
PatternSet | Typical, tabular pattern set |
PatternSource | The abstract base class for pattern sources such are PatternSet |
PQTerminator | Progress quotient Terminator by Prechelt |
PredictionStrategy | Abstract baseclass for different monthly prediction methods |
PredictionStrategyLib | Factory of prediction strategies |
PredictionTestResults | Holder for prediction test results |
PreviousYear | Previous Year prediction method |
PreviousYearsAvg | Average of Previous Years prediction method |
PRTerminator | Another Terminator used in the examples of Prechelt's paper |
RPropTrainer | Resilient error backpropagation algorithm by Riedmiller |
SavingTerminator | A middle-level Terminator abstraction that supports saving the best network state so far |
SNNSDataFormat | * This program is free software; you can redistribute it and/or modify * it under the terms of the GNU General Public License as published by * the Free Software Foundation; either version 2 of the License, or * (at your option) any later version |
StochasticPrediction | This might be a nice change for future |
Terminator | Abstract superclass for early stopping strategies for AnyNetwork |
TerminatorT800 | A super-fast Terminator that doesn't save the network state |
Trainer | Abstract baseclass for neural network training algorithms (strategies) |
TrainingObserver | Callback observer for monitoring training progress |
TrainParameters | Training parameter object for neural prediction methods |
TransferFunc | Copyright : (C) 2000 by Marko Grönroos * email : magi@iki.fi * |
UPTerminator | A Terminator that stops traning when the generalization error increased in n successive strips |
ZeroDeltaPrediction | A dummy prediction method |