StochasticTools::GaussianProcess Member List

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

_batch_size	StochasticTools::GaussianProcess	protected
_covar_name	StochasticTools::GaussianProcess	protected
_covar_type	StochasticTools::GaussianProcess	protected
_covariance_function	StochasticTools::GaussianProcess	protected
_data_standardizer	StochasticTools::GaussianProcess	protected
_dependent_covar_names	StochasticTools::GaussianProcess	protected
_dependent_covar_types	StochasticTools::GaussianProcess	protected
_hyperparam_map	StochasticTools::GaussianProcess	protected
_hyperparam_vec_map	StochasticTools::GaussianProcess	protected
_K	StochasticTools::GaussianProcess	protected
_K_cho_decomp	StochasticTools::GaussianProcess	protected
_K_results_solve	StochasticTools::GaussianProcess	protected
_num_outputs	StochasticTools::GaussianProcess	protected
_num_tunable	StochasticTools::GaussianProcess	protected
_param_standardizer	StochasticTools::GaussianProcess	protected
_training_data	StochasticTools::GaussianProcess	protected
_training_params	StochasticTools::GaussianProcess	protected
_tuning_data	StochasticTools::GaussianProcess	protected
covarFunction()	StochasticTools::GaussianProcess	inline
covarFunctionPtr()	StochasticTools::GaussianProcess	inline
covarName()	StochasticTools::GaussianProcess	inline
covarNumOutputs()	StochasticTools::GaussianProcess	inline
covarType()	StochasticTools::GaussianProcess	inline
dataStandardizer()	StochasticTools::GaussianProcess	inline
dependentCovarNames()	StochasticTools::GaussianProcess	inline
dependentCovarTypes()	StochasticTools::GaussianProcess	inline
GaussianProcess()	StochasticTools::GaussianProcess
generateTuningMap(const std::vector< std::string > &params_to_tune, const std::vector< Real > &min=std::vector< Real >(), const std::vector< Real > &max=std::vector< Real >())	StochasticTools::GaussianProcess
getCovarFunction() const	StochasticTools::GaussianProcess	inline
getCovarFunctionPtr() const	StochasticTools::GaussianProcess	inline
getCovarName() const	StochasticTools::GaussianProcess	inline
getCovarNumOutputs() const	StochasticTools::GaussianProcess	inline
getCovarType() const	StochasticTools::GaussianProcess	inline
getDataStandardizer() const	StochasticTools::GaussianProcess	inline
getDependentCovarNames() const	StochasticTools::GaussianProcess	inline
getDependentCovarTypes() const	StochasticTools::GaussianProcess	inline
getGradient(RealEigenMatrix &inputs) const	StochasticTools::GaussianProcess
getHyperParamMap() const	StochasticTools::GaussianProcess	inline
getHyperParamVectorMap() const	StochasticTools::GaussianProcess	inline
getK() const	StochasticTools::GaussianProcess	inline
getKCholeskyDecomp() const	StochasticTools::GaussianProcess	inline
getKResultsSolve() const	StochasticTools::GaussianProcess	inline
getLoss(RealEigenMatrix &inputs, RealEigenMatrix &outputs)	StochasticTools::GaussianProcess
getNumTunableParams() const	StochasticTools::GaussianProcess	inline
getParamStandardizer() const	StochasticTools::GaussianProcess	inline
hyperparamMap()	StochasticTools::GaussianProcess	inline
hyperparamVectorMap()	StochasticTools::GaussianProcess	inline
initialize(CovarianceFunctionBase *covariance_function, const std::vector< std::string > &params_to_tune, const std::vector< Real > &min=std::vector< Real >(), const std::vector< Real > &max=std::vector< Real >())	StochasticTools::GaussianProcess
K()	StochasticTools::GaussianProcess	inline
KCholeskyDecomp()	StochasticTools::GaussianProcess	inline
KResultsSolve()	StochasticTools::GaussianProcess	inline
linkCovarianceFunction(CovarianceFunctionBase *covariance_function)	StochasticTools::GaussianProcess
mapToVec(const std::unordered_map< std::string, std::tuple< unsigned int, unsigned int, Real, Real >> &tuning_data, const std::unordered_map< std::string, Real > &scalar_map, const std::unordered_map< std::string, std::vector< Real >> &vector_map, std::vector< Real > &vec) const	StochasticTools::GaussianProcess
paramStandardizer()	StochasticTools::GaussianProcess	inline
setupCovarianceMatrix(const RealEigenMatrix &training_params, const RealEigenMatrix &training_data, const GPOptimizerOptions &opts)	StochasticTools::GaussianProcess
setupStoredMatrices(const RealEigenMatrix &input)	StochasticTools::GaussianProcess
standardizeData(RealEigenMatrix &data, bool keep_moments=false)	StochasticTools::GaussianProcess
standardizeParameters(RealEigenMatrix &parameters, bool keep_moments=false)	StochasticTools::GaussianProcess
tuneHyperParamsAdam(const RealEigenMatrix &training_params, const RealEigenMatrix &training_data, const GPOptimizerOptions &opts)	StochasticTools::GaussianProcess
tuningData()	StochasticTools::GaussianProcess	inline
vecToMap(const std::unordered_map< std::string, std::tuple< unsigned int, unsigned int, Real, Real >> &tuning_data, std::unordered_map< std::string, Real > &scalar_map, std::unordered_map< std::string, std::vector< Real >> &vector_map, const std::vector< Real > &vec) const	StochasticTools::GaussianProcess