, including all inherited members.
_auxErrors | IG::Neural::NeuralApproximatorBase | [protected] |
_calculatedOutputs | IG::Neural::NeuralApproximatorBase | [protected] |
_calculateVerificationErrors | IG::Neural::NeuralApproximatorBase | [protected] |
_defaultNetworkFilename | IG::Neural::NeuralApproximatorBase | [protected] |
_defaultNeuronMaxInput | IG::Neural::NeuralApproximatorBase | [protected] |
_defaultNeuronMaxOutput | IG::Neural::NeuralApproximatorBase | [protected] |
_defaultNeuronMinInput | IG::Neural::NeuralApproximatorBase | [protected] |
_defaultNeuronMinOutput | IG::Neural::NeuralApproximatorBase | [protected] |
_networks | IG::Neural::NeuralApproximatorAforge | [protected] |
_singleNetworkOutputs | IG::Neural::NeuralApproximatorAforge | [private] |
_teachers | IG::Neural::NeuralApproximatorAforge | [protected] |
_trainingInputsAForge | IG::Neural::NeuralApproximatorAforge | [private] |
_trainingOutputsAForge | IG::Neural::NeuralApproximatorAforge | [private] |
BreakTraining | IG::Neural::NeuralApproximatorBase | |
CalculateErrorsMax(int dimOutput, IVector[] prescribed, IVector[] calculated, ref IVector errors) | IG::Neural::NeuralApproximatorBase | [inline, static] |
CalculateErrorsMeanAbs(int dimOutput, IVector[] prescribed, IVector[] calculated, ref IVector errors) | IG::Neural::NeuralApproximatorBase | [inline, static] |
CalculateErrorsRms(int dimOutput, IVector[] prescribed, IVector[] calculated, ref IVector errors) | IG::Neural::NeuralApproximatorBase | [inline, static] |
CalculateOutput(IVector input, ref IVector output) | IG::Neural::NeuralApproximatorAforge | [inline] |
IG::Neural::NeuralApproximatorBase::CalculateOutput(IVector input, int whichElement) | IG::Neural::NeuralApproximatorBase | [inline, virtual] |
IG::Neural::NeuralApproximatorBase::CalculateOutput(IVector input, int[] indices, ref IVector filteredOutput) | IG::Neural::NeuralApproximatorBase | [inline, virtual] |
CalculateTrainingOutputs() | IG::Neural::NeuralApproximatorBase | [inline, protected] |
CalculateTrainingVerificationOutputs(bool calculateTrainingOutputs, bool calculateVerificationOutputs) | IG::Neural::NeuralApproximatorBase | [inline, protected] |
CalculateVerificationErrors | IG::Neural::NeuralApproximatorBase | |
CalculateVerificationOutputs() | IG::Neural::NeuralApproximatorBase | [inline, protected] |
ConvergenceErrorsTrainingMaxList | IG::Neural::NeuralApproximatorBase | |
ConvergenceErrorsTrainingRmsList | IG::Neural::NeuralApproximatorBase | |
ConvergenceErrorsVerificationMaxList | IG::Neural::NeuralApproximatorBase | |
ConvergenceErrorsVerificationRmsList | IG::Neural::NeuralApproximatorBase | |
CreateActivationFunction() | IG::Neural::NeuralApproximatorAforge | [inline, protected, virtual] |
CreateNetwork() | IG::Neural::NeuralApproximatorAforge | [inline] |
DestroyNetwork() | IG::Neural::NeuralApproximatorAforge | [inline] |
EpochCount | IG::Neural::NeuralApproximatorBase | |
EpochNumbers | IG::Neural::NeuralApproximatorBase | |
EpochsInBundle | IG::Neural::NeuralApproximatorBase | |
ExampleQuadratic() | IG::Neural::NeuralApproximatorBase | [inline, static] |
ExampleQuadratic(int inputLength, int outputLength) | IG::Neural::NeuralApproximatorBase | [inline, static] |
ExampleQuadratic(int inputLength, int outputLength, int outputLevel, int maxEpochs) | IG::Neural::NeuralApproximatorBase | [inline, static] |
ExampleSaveNetwork(string directoryPath, string fileName, string internalStateFileName) | IG::Neural::NeuralApproximatorBase | [inline, static] |
ExampleSaveNetwork(string directoryPath, string fileName, string internalStateFileName, bool saveRestored) | IG::Neural::NeuralApproximatorBase | [inline, static] |
GetErrorsTrainingMax(ref IVector errors) | IG::Neural::NeuralApproximatorBase | [inline] |
GetErrorsTrainingMeanAbs(ref IVector errors) | IG::Neural::NeuralApproximatorBase | [inline] |
GetErrorsTrainingRms(ref IVector errors) | IG::Neural::NeuralApproximatorBase | [inline] |
GetErrorsVerificationMax(ref IVector errors) | IG::Neural::NeuralApproximatorBase | [inline] |
GetErrorsVerificationMeanAbs(ref IVector errors) | IG::Neural::NeuralApproximatorBase | [inline] |
GetErrorsVerificationRms(ref IVector errors) | IG::Neural::NeuralApproximatorBase | [inline] |
GetNetworkFilePath(string fileOrDirectoryPath, int whichNetwork) | IG::Neural::NeuralApproximatorBase | [inline] |
GetNumNeuronsInHiddenLayer(int whichLayer) | IG::Neural::NeuralApproximatorBase | [inline, virtual] |
GetSingleNetworkTrainingOutput(int whichNetwork) | IG::Neural::NeuralApproximatorAforge | [inline, protected] |
GetTrainingAndVerificationData(ref SampledDataSet trainingData, ref SampledDataSet verificationData) | IG::Neural::NeuralApproximatorBase | [inline] |
GetTrainingData(ref SampledDataSet trainingData) | IG::Neural::NeuralApproximatorBase | [inline] |
GetVerificationData(ref SampledDataSet veerificationData) | IG::Neural::NeuralApproximatorBase | [inline] |
InputBoundsSafetyFactor | IG::Neural::NeuralApproximatorBase | |
InputDataBounds | IG::Neural::NeuralApproximatorBase | |
InputLength | IG::Neural::NeuralApproximatorBase | |
InputNeuronsRange | IG::Neural::NeuralApproximatorBase | |
InternalTrainingDataPrepared | IG::Neural::NeuralApproximatorBase | [protected] |
InvalidateNetworkDependencies() | IG::Neural::NeuralApproximatorBase | [inline, virtual] |
InvalidateTrainingDataDependencies() | IG::Neural::NeuralApproximatorBase | [inline, virtual] |
InvalidateTrainingDependencies() | IG::Neural::NeuralApproximatorBase | [inline, virtual] |
LearningRate | IG::Neural::NeuralApproximatorBase | |
LoadJson(string filePath, ref INeuralApproximator approximatorRestored) | IG::Neural::NeuralApproximatorBase | [inline, static] |
LoadNetwork(string filePath) | IG::Neural::NeuralApproximatorBase | [inline] |
LoadNetworkSpecific(string fileOrDirectoryPath) | IG::Neural::NeuralApproximatorAforge | [inline, protected, virtual] |
LoadTrainingDataJson(string filePath) | IG::Neural::NeuralApproximatorBase | [inline] |
LoadTrainingDataJson_To_Delete(string filePath) | IG::Neural::NeuralApproximatorBase | [inline] |
Lock | IG::Neural::NeuralApproximatorBase | |
MapFromNeuralInput(int componentIndex, double value) | IG::Neural::NeuralApproximatorBase | [inline, protected, virtual] |
MapFromNeuralInput(IVector values, ref IVector mappedValues) | IG::Neural::NeuralApproximatorBase | [inline, protected, virtual] |
MapFromNeuralOutput(int componentIndex, double value) | IG::Neural::NeuralApproximatorBase | [inline, protected, virtual] |
MapFromNeuralOutput(IVector values, ref IVector mappedValues) | IG::Neural::NeuralApproximatorBase | [inline, protected, virtual] |
MapInput(int componentIndex, double value) | IG::Neural::NeuralApproximatorBase | [inline, protected, virtual] |
MapInput(IVector values, ref IVector mappedValues) | IG::Neural::NeuralApproximatorBase | [inline, protected, virtual] |
MapOutput(int componentIndex, double value) | IG::Neural::NeuralApproximatorBase | [inline, protected, virtual] |
MapOutput(IVector values, ref IVector mappedValues) | IG::Neural::NeuralApproximatorBase | [inline, protected, virtual] |
MaxEpochs | IG::Neural::NeuralApproximatorBase | |
Momentum | IG::Neural::NeuralApproximatorBase | |
MultipleNetworks | IG::Neural::NeuralApproximatorBase | |
NetworkPrepared | IG::Neural::NeuralApproximatorBase | |
NetworkStateFilePath | IG::Neural::NeuralApproximatorBase | |
NetworkStateRelativePath | IG::Neural::NeuralApproximatorBase | |
NetworkTrained | IG::Neural::NeuralApproximatorBase | |
NeuralApproximatorAforge() | IG::Neural::NeuralApproximatorAforge | [inline] |
NeuralApproximatorBase() | IG::Neural::NeuralApproximatorBase | [inline] |
NeuralApproximatorType | IG::Neural::NeuralApproximatorBase | |
NumAllTrainingPoints | IG::Neural::NeuralApproximatorBase | |
NumHiddenLayers | IG::Neural::NeuralApproximatorBase | |
NumHiddenNeurons | IG::Neural::NeuralApproximatorBase | |
NumTrainingPoints | IG::Neural::NeuralApproximatorBase | |
NumVerificationPoints | IG::Neural::NeuralApproximatorBase | |
OutputBoundsSafetyFactor | IG::Neural::NeuralApproximatorBase | |
OutputDataBounds | IG::Neural::NeuralApproximatorBase | |
OutputLength | IG::Neural::NeuralApproximatorBase | |
OutputLevel | IG::Neural::NeuralApproximatorBase | |
OutputNeuronsRange | IG::Neural::NeuralApproximatorBase | |
PrepareErrorData(ref int dimOutput, ref IVector[] prescribed, ref IVector[] calculated, bool takeTrainingPoints, bool takeVerificationPoints) | IG::Neural::NeuralApproximatorBase | [inline, protected, virtual] |
PrepareInternalTrainingData() | IG::Neural::NeuralApproximatorAforge | [inline, protected, virtual] |
PrepareNetwork() | IG::Neural::NeuralApproximatorAforge | [inline] |
PrepareNetworksArray() | IG::Neural::NeuralApproximatorAforge | [inline, protected, virtual] |
RecalculateDataBounds() | IG::Neural::NeuralApproximatorBase | [inline] |
RecalculateDataBounds(SampledDataSet trainingData) | IG::Neural::NeuralApproximatorBase | [inline] |
RecalculateInputDataBounds() | IG::Neural::NeuralApproximatorBase | [inline] |
RecalculateInputDataBounds(SampledDataSet trainingData) | IG::Neural::NeuralApproximatorBase | [inline] |
RecalculateOutputDataBounds() | IG::Neural::NeuralApproximatorBase | [inline] |
RecalculateOutputDataBounds(SampledDataSet trainingData) | IG::Neural::NeuralApproximatorBase | [inline] |
ResetNetwork() | IG::Neural::NeuralApproximatorAforge | [inline] |
SaveConvergenceRms | IG::Neural::NeuralApproximatorBase | |
SaveJson(INeuralApproximator approximator, string filePath) | IG::Neural::NeuralApproximatorBase | [inline, static] |
SaveJson(INeuralApproximator approximator, string filePath, bool saveInternalState) | IG::Neural::NeuralApproximatorBase | [inline, static] |
SaveNetwork(string filePath) | IG::Neural::NeuralApproximatorBase | [inline] |
SaveNetworkSpecific(string fileOrDirectoryPath) | IG::Neural::NeuralApproximatorAforge | [inline, protected, virtual] |
SaveTrainingDataJson(string filePath) | IG::Neural::NeuralApproximatorBase | [inline] |
SaveTrainingDataJson_To_delete(string filePath) | IG::Neural::NeuralApproximatorBase | [inline] |
SetHiddenLayers(params int[] numNeurons) | IG::Neural::NeuralApproximatorBase | [inline, virtual] |
SetMaxToleranceRelstiveToRange() | IG::Neural::NeuralApproximatorBase | [inline, protected] |
SetNeuronsInputRange(double min, double max) | IG::Neural::NeuralApproximatorBase | [inline] |
SetNeuronsOutputRange(double min, double max) | IG::Neural::NeuralApproximatorBase | [inline] |
SetNumNeuronsInHiddenLayer(int whichLayer, int numNeurons) | IG::Neural::NeuralApproximatorBase | [inline, virtual] |
SetRmsToleranceRelstiveToRange() | IG::Neural::NeuralApproximatorBase | [inline, protected] |
SetTrainingAndVerificationData(SampledDataSet trainingData, SampledDataSet verificationData) | IG::Neural::NeuralApproximatorBase | [inline] |
SigmoidAlphaValue | IG::Neural::NeuralApproximatorBase | |
StopTrainingCriteriaMet() | IG::Neural::NeuralApproximatorBase | [inline, virtual] |
TestMapping() | IG::Neural::NeuralApproximatorBase | [inline] |
TestTypeCreation() | IG::Neural::NeuralApproximatorBase | [inline, static] |
ToleranceMax | IG::Neural::NeuralApproximatorBase | |
ToleranceMaxRelativeToRange | IG::Neural::NeuralApproximatorBase | |
ToleranceMaxRelativeToRangeScalar | IG::Neural::NeuralApproximatorBase | |
ToleranceRms | IG::Neural::NeuralApproximatorBase | |
ToleranceRmsRelativeToRange | IG::Neural::NeuralApproximatorBase | |
ToleranceRmsRelativeToRangeScalar | IG::Neural::NeuralApproximatorBase | |
ToString() | IG::Neural::NeuralApproximatorBase | [inline] |
TrainingData | IG::Neural::NeuralApproximatorBase | |
TrainingInputsAForge | IG::Neural::NeuralApproximatorAforge | [protected] |
TrainingOutputsAForge | IG::Neural::NeuralApproximatorAforge | [protected] |
TrainingOutputsCalculated | IG::Neural::NeuralApproximatorBase | [protected] |
TrainNetwork(int numEpochs) | IG::Neural::NeuralApproximatorBase | [inline] |
TrainNetwork() | IG::Neural::NeuralApproximatorBase | [inline, virtual] |
TrainNetworkMultiple(int numEpochs, int numIterations) | IG::Neural::NeuralApproximatorBase | [inline] |
TrainNetworkMultiple(int NumIterations) | IG::Neural::NeuralApproximatorBase | [inline] |
TrainNetworkSpecific(int numEpochs) | IG::Neural::NeuralApproximatorAforge | [inline, protected, virtual] |
VerificationIndices | IG::Neural::NeuralApproximatorBase | |
VerificationOutputsCalculated | IG::Neural::NeuralApproximatorBase | [protected] |