covarianceFunction.hpp
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00001 #ifndef _COVARIANCEFUNCTION_HPP_
00002 #define _COVARIANCEFUNCTION_HPP_
00003 
00004 #include "types.hpp"
00005 #include <assert.h>
00006 #include <vector>
00007 
00008 using namespace std;
00009 
00010 // -----------------------------------------------------------------------
00011 template <class TInput>
00012 class CovFunc
00013 {
00014   public:
00015     vector<double> hyperParam;
00016     virtual double getCov( const TInput &p1, const TInput &p2 ) = 0;
00017     virtual ~CovFunc() {};
00018 
00019     virtual double getDerivative(const TInput &p1, const TInput &p2, int parameter) = 0;
00020     virtual void setHyperparameter(vector<double>& newHyperParam) { hyperParam = newHyperParam; }
00021     
00022     virtual vector<double>& getHyperparameter() { return(hyperParam); }
00023     virtual int getNumParameter() = 0;
00024 
00025 };
00026 
00027 
00028 #endif //_COVARIANCEFUNCTION_HPP_
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gaussian_process
Author(s): Maintained by Juergen Sturm
autogenerated on Wed Dec 26 2012 15:34:14