/usr/include/openturns/KrigingEvaluation.hxx is in libopenturns-dev 1.9-5.
This file is owned by root:root, with mode 0o644.
The actual contents of the file can be viewed below.
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/**
* @brief The class building gaussian process regression
*
* Copyright 2005-2017 Airbus-EDF-IMACS-Phimeca
*
* This library is free software: you can redistribute it and/or modify
* it under the terms of the GNU Lesser General Public License as published by
* the Free Software Foundation, either version 3 of the License, or
* (at your option) any later version.
*
* This library is distributed in the hope that it will be useful,
* but WITHOUT ANY WARRANTY; without even the implied warranty of
* MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
* GNU Lesser General Public License for more details.
*
* You should have received a copy of the GNU Lesser General Public
* along with this library. If not, see <http://www.gnu.org/licenses/>.
*
*/
#ifndef OPENTURNS_KRIGINGEVALUATION_HXX
#define OPENTURNS_KRIGINGEVALUATION_HXX
#include "openturns/EvaluationImplementation.hxx"
#include "openturns/CovarianceModel.hxx"
#include "openturns/TBB.hxx"
#include "openturns/Collection.hxx"
#include "openturns/Basis.hxx"
BEGIN_NAMESPACE_OPENTURNS
/**
* @class KrigingEvaluation
*
* This class permits prediction on a gaussian process
*/
class OT_API KrigingEvaluation
: public EvaluationImplementation
{
CLASSNAME
public:
typedef Collection<Point> PointCollection;
typedef PersistentCollection<Point> PointPersistentCollection;
typedef Collection<Basis> BasisCollection;
typedef PersistentCollection<Basis> BasisPersistentCollection;
/** Default constructor */
KrigingEvaluation();
/** Constructor with parameters */
KrigingEvaluation(const BasisCollection & basis,
const Sample & inputSample,
const CovarianceModel & correlationModel,
const PointCollection & beta,
const Sample & gamma);
/** Virtual constructor */
virtual KrigingEvaluation * clone() const;
/** Comparison operator */
Bool operator ==(const KrigingEvaluation & other) const;
/** String converter */
virtual String __repr__() const;
virtual String __str__(const String & offset = "") const;
/** Test for actual implementation */
virtual Bool isActualImplementation() const;
/** Operator () */
virtual Point operator()(const Point & inP) const;
virtual Sample operator()(const Sample & inS) const;
/** Accessor for input point dimension */
virtual UnsignedInteger getInputDimension() const;
/** Accessor for output point dimension */
virtual UnsignedInteger getOutputDimension() const;
/** Method save() stores the object through the StorageManager */
void save(Advocate & adv) const;
/** Method load() reloads the object from the StorageManager */
void load(Advocate & adv);
protected:
// BasisCollection ==> Persistent for save attribut
BasisPersistentCollection basis_;
/// Training (input) sample
Sample inputSample_;
/// Correlation model
CovarianceModel covarianceModel_;
/// Regression weights
PointPersistentCollection beta_;
Sample gamma_;
private:
friend struct KrigingEvaluationPointFunctor;
friend struct KrigingEvaluationSampleFunctor;
}; /* class KrigingEvaluation */
END_NAMESPACE_OPENTURNS
#endif
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