gprwrapper.h

/*
  * The GURLS Package in C++
  *
  * Copyright (C) 2011-1013, IIT@MIT Lab
  * Authors: Matteo Santoro, Elena Ceseracciu
  TODO: add copy policy
 */

#ifndef GURLS_GPRWRAPPER_H
#define GURLS_GPRWRAPPER_H

#include "gurls++/wrapper.h"

namespace gurls
{

template<typename T>
class GPRWrapper: public KernelWrapper<T>
{
public:
    GPRWrapper(const std::string& name);

    ~GPRWrapper();

    void train(const gMat2D<T> &X, const gMat2D<T> &y);

    gMat2D<T>* eval(const gMat2D<T> &X);

    gMat2D<T>* eval(const gMat2D<T> &X, gMat2D<T> &vars);

protected:

    GurlsOptionsList *norm;
};

}

#include "gprwrapper.hpp"

#endif //GURLS_GPRWRAPPER_H