gstlrn::GaussianProcess Class Reference

#include <GaussianProcess.hpp>

Inheritance diagram for gstlrn::GaussianProcess:

Public Member Functions
	GaussianProcess (ModelGeneric *model=nullptr, Db *data=nullptr)
	GaussianProcess (const GaussianProcess &gp)
GaussianProcess &	operator= (const GaussianProcess &gp)
virtual	~GaussianProcess ()
void	init (const ModelGeneric *model, const Db *data)
String	toString (const AStringFormat *strfmt=nullptr) const override
void	fit (Id nb_neighVecchia=ITEST, bool reml=false, bool verbose=false, bool trace=false)
void	predict (Db *out)
void	simulate (Db *out, Id nbsimus=1)
Model *	getRawModel ()
auto	getModel ()
auto	getData ()
Public Member Functions inherited from gstlrn::AStringable
	AStringable ()
	AStringable (const AStringable &r)
AStringable &	operator= (const AStringable &r)
virtual	~AStringable ()
virtual void	display (const AStringFormat *strfmt=nullptr) const final
virtual void	display (Id level) const final

Constructor & Destructor Documentation

GaussianProcess() [1/2]

gstlrn::GaussianProcess::GaussianProcess	(	ModelGeneric *	model = nullptr,
		Db *	data = nullptr
	)

GaussianProcess() [2/2]

gstlrn::GaussianProcess::GaussianProcess

(

const GaussianProcess &

gp

)

~GaussianProcess()

gstlrn::GaussianProcess::~GaussianProcess ( )

virtual

Member Function Documentation

fit()

void gstlrn::GaussianProcess::fit	(	Id	nb_neighVecchia = ITEST,
		bool	reml = false,
		bool	verbose = false,
		bool	trace = false
	)

getData()

auto gstlrn::GaussianProcess::getData ( )

inline

getModel()

auto gstlrn::GaussianProcess::getModel ( )

inline

getRawModel()

Model * gstlrn::GaussianProcess::getRawModel ( )

inline

init()

void gstlrn::GaussianProcess::init	(	const ModelGeneric *	model,
		const Db *	data
	)

operator=()

GaussianProcess & gstlrn::GaussianProcess::operator=

(

const GaussianProcess &

gp

)

predict()

void gstlrn::GaussianProcess::predict

(

Db *

out

)

simulate()

void gstlrn::GaussianProcess::simulate	(	Db *	out,
		Id	nbsimus = 1
	)

toString()

String gstlrn::GaussianProcess::toString ( const AStringFormat *  strfmt = nullptr ) const

overridevirtual

Reimplemented from gstlrn::AStringable.

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The documentation for this class was generated from the following files:

• include/Model/GaussianProcess.hpp
• src/Model/GaussianProcess.cpp