, including all inherited members.
addDoubleParameter(double *param, string name, double min=-DBL_MAX, double max=DBL_MAX) | AutomaticParameterTuner | |
addEpochParameter(int *param, string name) | AutomaticParameterTuner | |
addIntegerParameter(int *param, string name, int min=INT_MIN, int max=INT_MAX) | AutomaticParameterTuner | |
AutomaticParameterTuner() | AutomaticParameterTuner | |
calcCenter(const vector< pair< double, vector< double > > > &simplexPoints, vector< double > ¢er) | AutomaticParameterTuner | [protected] |
calcError(const vector< double > ¶mVector) | AutomaticParameterTuner | [protected] |
calcMinMax(const vector< pair< double, vector< double > > > &simplexPoints, int paramNr, double &min, double &max) | AutomaticParameterTuner | [protected] |
calcRMSEonBlend()=0 (defined in AutomaticParameterTuner) | AutomaticParameterTuner | [pure virtual] |
calcRMSEonProbe()=0 (defined in AutomaticParameterTuner) | AutomaticParameterTuner | [pure virtual] |
convertDateToInt(uint day, uint month, uint year, uint hour, uint minute, uint second) | Framework | [static] |
convertIntToDate(uint date, uint &day, uint &month, uint &year, uint &hour, uint &minute, uint &second, uint &weekday) | Framework | [static] |
expSearchChangeParams() | AutomaticParameterTuner | |
expSearchCheckErr(double error) | AutomaticParameterTuner | |
expSearcher(int minEpochs=0, int maxEpochs=200, int paramEpochs=3, int accelerationEpochs=2, double expInit=0.8, bool enableProbe=true, bool enableBlend=true) | AutomaticParameterTuner | |
expSearchGetLowestError() | AutomaticParameterTuner | |
expSearchParams(int minEpochs=0, int maxEpochs=100, int paramEpochs=3, int accelerationEpochs=10000, double expInit=0.8) | AutomaticParameterTuner | |
expSearchReinitStepSize() | AutomaticParameterTuner | |
expSearchSetEpochsToMinimizeBlend(int epochs) | AutomaticParameterTuner | |
Framework() | Framework | |
getAdditionalStartupParameter() | Framework | [static] |
getDatasetType() | Framework | [static] |
getFrameworkMode() | Framework | [static] |
getMaxThreads() | Framework | [static] |
getRandomSeed() | Framework | [static] |
getReflectionPoint(const vector< double > ¢er, const vector< double > &worstPoint, vector< double > &reflectionPoint, double alpha) | AutomaticParameterTuner | [protected] |
m_doubleMax (defined in AutomaticParameterTuner) | AutomaticParameterTuner | [protected] |
m_doubleMin (defined in AutomaticParameterTuner) | AutomaticParameterTuner | [protected] |
m_doubleName (defined in AutomaticParameterTuner) | AutomaticParameterTuner | [protected] |
m_doubleParam (defined in AutomaticParameterTuner) | AutomaticParameterTuner | [protected] |
m_enableDebug (defined in AutomaticParameterTuner) | AutomaticParameterTuner | [protected] |
m_epochName (defined in AutomaticParameterTuner) | AutomaticParameterTuner | [protected] |
m_epochParam (defined in AutomaticParameterTuner) | AutomaticParameterTuner | [protected] |
m_epochParamBest (defined in AutomaticParameterTuner) | AutomaticParameterTuner | [protected] |
m_epochParamBreak (defined in AutomaticParameterTuner) | AutomaticParameterTuner | [protected] |
m_epochParamPos (defined in AutomaticParameterTuner) | AutomaticParameterTuner | [protected] |
m_expInit (defined in AutomaticParameterTuner) | AutomaticParameterTuner | [protected] |
m_expSearchAcceleration (defined in AutomaticParameterTuner) | AutomaticParameterTuner | [protected] |
m_expSearchAccelerationEpoch (defined in AutomaticParameterTuner) | AutomaticParameterTuner | [protected] |
m_expSearchDoubleParamBest (defined in AutomaticParameterTuner) | AutomaticParameterTuner | [protected] |
m_expSearchDoubleParamPos (defined in AutomaticParameterTuner) | AutomaticParameterTuner | [protected] |
m_expSearchEpoch (defined in AutomaticParameterTuner) | AutomaticParameterTuner | [protected] |
m_expSearchErrorBest (defined in AutomaticParameterTuner) | AutomaticParameterTuner | [protected] |
m_expSearchExponent (defined in AutomaticParameterTuner) | AutomaticParameterTuner | [protected] |
m_expSearchIntParamBest (defined in AutomaticParameterTuner) | AutomaticParameterTuner | [protected] |
m_expSearchIntParamPos (defined in AutomaticParameterTuner) | AutomaticParameterTuner | [protected] |
m_expSearchMaxEpochs (defined in AutomaticParameterTuner) | AutomaticParameterTuner | [protected] |
m_expSearchMaxEpochsBlend (defined in AutomaticParameterTuner) | AutomaticParameterTuner | [protected] |
m_expSearchMinEpochs (defined in AutomaticParameterTuner) | AutomaticParameterTuner | [protected] |
m_expSearchParamAccelerationEpochs (defined in AutomaticParameterTuner) | AutomaticParameterTuner | [protected] |
m_expSearchParamDirection (defined in AutomaticParameterTuner) | AutomaticParameterTuner | [protected] |
m_expSearchParamEpochs (defined in AutomaticParameterTuner) | AutomaticParameterTuner | [protected] |
m_expSearchTime (defined in AutomaticParameterTuner) | AutomaticParameterTuner | [protected] |
m_expSearchVariationCnt (defined in AutomaticParameterTuner) | AutomaticParameterTuner | [protected] |
m_intMax (defined in AutomaticParameterTuner) | AutomaticParameterTuner | [protected] |
m_intMin (defined in AutomaticParameterTuner) | AutomaticParameterTuner | [protected] |
m_intName (defined in AutomaticParameterTuner) | AutomaticParameterTuner | [protected] |
m_intParam (defined in AutomaticParameterTuner) | AutomaticParameterTuner | [protected] |
m_optimizeBlendRMSE (defined in AutomaticParameterTuner) | AutomaticParameterTuner | [protected] |
m_optimizeProbeRMSE (defined in AutomaticParameterTuner) | AutomaticParameterTuner | [protected] |
NelderMeadSearch(int maxEpochs=200) | AutomaticParameterTuner | |
plotParameters(int epoch, const vector< pair< double, vector< double > > > &simplexPoints) | AutomaticParameterTuner | [protected] |
removeDoubleParameter(string name) | AutomaticParameterTuner | |
removeEpochParameter(string name) | AutomaticParameterTuner | |
removeIntegerParameter(string name) | AutomaticParameterTuner | |
saveBestPrediction()=0 (defined in AutomaticParameterTuner) | AutomaticParameterTuner | [pure virtual] |
setAdditionalStartupParameter(char *s) | Framework | [static] |
setCurrentParameter(const vector< double > ¶mVector) | AutomaticParameterTuner | [protected] |
setDatasetType(bool isClassification) | Framework | [static] |
setDebug(bool en) | AutomaticParameterTuner | |
setFrameworkMode(int mode) | Framework | [static] |
setMaxThreads(int n) | Framework | [static] |
setOptimizeBlendRmse(bool enable) | AutomaticParameterTuner | |
setOptimizeProbeRmse(bool enable) | AutomaticParameterTuner | |
setRandomSeed(int n) | Framework | [static] |
simpleStochasticParameterFinder(double minProbeImpro=0.00002, int maxProbeEpochsWithoutImpro=100, double minBlendImpro=0.000001, int maxBlendEpochsWithoutImpro=200, double stdDev=0.1) | AutomaticParameterTuner | |
~AutomaticParameterTuner() | AutomaticParameterTuner | [virtual] |
~Framework() | Framework | |