AutoPas  3.0.0
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autopas::GaussianProcess Member List

This is the complete list of members for autopas::GaussianProcess, including all inherited members.

addEvidence(const Vector &input, double output, bool tuneHypers)autopas::GaussianProcess
calcAcquisition(AcquisitionFunctionOption af, const Vector &input) constautopas::GaussianProcess
clear()autopas::GaussianProcess
GaussianProcess(size_t dims, double sigma, Random &rngRef)autopas::GaussianProcess
generateHyperparameterSamples(size_t sampleSize, Random &rng, size_t dims, double sigma, double evidenceMinValue, double evidenceMaxValue)autopas::GaussianProcessstatic
getDefaultVar() constautopas::GaussianProcess
getEvidence() constautopas::GaussianProcess
getEvidenceMax() constautopas::GaussianProcess
getHyperparameters()autopas::GaussianProcess
normalizeHyperparameters()autopas::GaussianProcess
numEvidence() constautopas::GaussianProcess
predictMean(const Vector &input) constautopas::GaussianProcess
predictOutputPDF(const Vector &input, double output) constautopas::GaussianProcess
predictOutputScaledPDF(const Vector &input, double output) constautopas::GaussianProcess
predictVar(const Vector &input) constautopas::GaussianProcess
sampleAquisitionMax(AcquisitionFunctionOption af, const std::vector< Vector > &samples) constautopas::GaussianProcess
setDimension(size_t dims)autopas::GaussianProcess
setHyperparameters(const std::vector< double > &sample_means, const std::vector< double > &sample_thetas, const std::vector< autopas::GaussianProcess::Vector > &sample_dimScales)autopas::GaussianProcess
~GaussianProcess() (defined in autopas::GaussianProcess)autopas::GaussianProcessvirtual