38 #include <shogun/lib/external/brent.h>
42 using namespace Eigen;
59 void CLaplacianInferenceBase::init()
SGVector< float64_t > m_dlp
virtual void update_parameter_hash()
virtual void update_alpha()=0
SGVector< float64_t > m_alpha
virtual void update_approx_cov()=0
The Inference Method base class.
The class Labels models labels, i.e. class assignments of objects.
An abstract class of the mean function.
virtual ~CLaplacianInferenceBase()
SGMatrix< float64_t > m_L
virtual void compute_gradient()
SGVector< float64_t > m_mu
virtual SGMatrix< float64_t > get_cholesky()
all of classes and functions are contained in the shogun namespace
The class Features is the base class of all feature objects.
float64_t m_opt_tolerance
virtual void update_chol()=0
virtual SGMatrix< float64_t > get_posterior_covariance()
SGVector< float64_t > m_W
CLaplacianInferenceBase()
SGMatrix< float64_t > m_Sigma
virtual void compute_gradient()
virtual void update_deriv()=0
virtual bool parameter_hash_changed()
The Likelihood model base class.