gp.h File Reference

#include <distribution.h>
#include <scaler.h>
#include <covariance.h>
#include <mean++.h>
#include <prior++.h>
#include <optimization.h>
#include <memory>

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Classes
class	cmp::gp::GaussianProcess
	This class implements a Gaussian Process (GP) regression model for non-parametric Bayesian regression. More...

Namespaces
namespace	cmp
namespace	cmp::gp

Enumerations
enum	cmp::gp::method { cmp::gp::MLE , cmp::gp::LOO , cmp::gp::LOO_MSE }
	Optimization method for GP hyperparameters. More...
enum	cmp::gp::type { cmp::gp::PRIOR , cmp::gp::POSTERIOR }
	GP evaluation type. More...