GaussianHyperparameters.h

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#pragma once
 
#include <Eigen/Core>
 
namespace autopas {
class GaussianHyperparameters {
 public:
  double score;
  double mean;
  double theta;
  Eigen::VectorXd dimScales;
 
  Eigen::MatrixXd covMatInv;
  Eigen::VectorXd weights;
 
  GaussianHyperparameters(double mean, double theta, Eigen::VectorXd dimScales);
 
  GaussianHyperparameters(const GaussianHyperparameters &gaussianHyperparameters);
 
  GaussianHyperparameters(GaussianHyperparameters &&gaussianHyperparameters) noexcept;
 
  GaussianHyperparameters &operator=(const GaussianHyperparameters &gaussianHyperparameters);
 
  GaussianHyperparameters &operator=(GaussianHyperparameters &&gaussianHyperparameters) noexcept;
 
  ~GaussianHyperparameters();
 
  void precalculate(double sigma, const std::vector<Eigen::VectorXd> &inputs, const Eigen::VectorXd &outputs);
};
}  // namespace autopas