Collaboration diagram for gplib::kernels::squared_exponential::implementation:

Public Member Functions
double	kernel (const vec &X, const vec &Y)

mat	eval (const arma::mat &X, const arma::mat &Y, bool diag=false)

double	derivative_entry (size_t param_id, const vec &X, const vec &Y)

mat	derivate_wrt_inputs_an (size_t param_id, const arma::mat &X, const arma::mat &Y, bool diag=false)

mat	derivate_wrt_inputs_num (size_t param_id, const arma::mat &X, const arma::mat &Y)

mat	derivate_wrt_ls (size_t param_id, const mat &X, const mat &Y, bool diag=false)

mat	derivative (size_t param_id, const arma::mat &X, const arma::mat &Y, bool diag=false)

Member Function Documentation

mat gplib::kernels::squared_exponential::implementation::derivate_wrt_inputs_an	(	size_t	param_id,
		const arma::mat &	X,
		const arma::mat &	Y,
		bool	diag = `false`
	)

inline

mat gplib::kernels::squared_exponential::implementation::derivate_wrt_inputs_num	(	size_t	param_id,
		const arma::mat &	X,
		const arma::mat &	Y
	)

inline

mat gplib::kernels::squared_exponential::implementation::derivate_wrt_ls	(	size_t	param_id,
		const mat &	X,
		const mat &	Y,
		bool	diag = `false`
	)

inline

mat gplib::kernels::squared_exponential::implementation::derivative	(	size_t	param_id,
		const arma::mat &	X,
		const arma::mat &	Y,
		bool	diag = `false`
	)

inline

double gplib::kernels::squared_exponential::implementation::derivative_entry	(	size_t	param_id,
		const vec &	X,
		const vec &	Y
	)

inline

mat gplib::kernels::squared_exponential::implementation::eval	(	const arma::mat &	X,
		const arma::mat &	Y,
		bool	diag = `false`
	)

inline

double gplib::kernels::squared_exponential::implementation::kernel	(	const vec &	X,
		const vec &	Y
	)

inline

Member Data Documentation

vector<double> gplib::kernels::squared_exponential::implementation::lower_bounds

vector<double> gplib::kernels::squared_exponential::implementation::params

vector<double> gplib::kernels::squared_exponential::implementation::upper_bounds

The documentation for this struct was generated from the following file: