Collaboration diagram for gplib::multioutput_kernels::lmc_kernel::implementation:

Public Member Functions
void	default_constructor (size_t lf_number, size_t n_outputs)

mat	eval (const vector< mat > &X, const vector< mat > &Y, bool diag=false)

mat	derivate_wrt_data_an (size_t param_id, const vector< mat > &X, const vector< mat > &Y, size_t ans_rows, size_t ans_cols, bool diag=false)

mat	derivate_wrt_data_num (size_t param_id, const vector< mat > &X, const vector< mat > &Y, size_t ans_rows, size_t ans_cols, bool diag=false)

mat	derivative_wrt_B (size_t q, size_t param_id, const vector< mat > &X, const vector< mat > &Y, size_t ans_rows, size_t ans_cols, bool diag=false)

mat	derivative_wrt_kernels (size_t q, size_t param_id, const vector< mat > &X, const vector< mat > &Y, size_t ans_rows, size_t ans_cols, bool diag=false)

mat	derivate (size_t param_id, const vector< mat > &X, const vector< mat > &Y, bool diag)

vector< double >	get_params ()

void	set_params (const vector< double > &params, size_t n_outputs=0)

void	set_params_k (const vector< mat > &params)

void	set_param (size_t q, size_t a, size_t b, double param)

void	set_param (size_t q, size_t param_id, double param)

double	get_param (size_t q, size_t a, size_t b)

double	get_param (size_t q, size_t param_id)

size_t	n_params ()

void	check_bounds (const vector< double > &bounds)

void	set_lower_bounds (const vector< double > &lower_bound)

void	set_upper_bounds (const vector< double > &upper_bound)

size_t	in_kernel_np ()

void	set_lower_bounds (const double &l_bound)

void	set_upper_bounds (const double &u_bound)

Public Attributes
vector< mat >	B

vector< mat >	A

vector< shared_ptr< kernel_class > >	kernels

vector< double >	lower_bounds

vector< double >	upper_bounds

Member Function Documentation

void gplib::multioutput_kernels::lmc_kernel::implementation::check_bounds ( const vector< double > & bounds )

inline

void gplib::multioutput_kernels::lmc_kernel::implementation::default_constructor	(	size_t	lf_number,
		size_t	n_outputs
	)

inline

mat gplib::multioutput_kernels::lmc_kernel::implementation::derivate	(	size_t	param_id,
		const vector< mat > &	X,
		const vector< mat > &	Y,
		bool	diag
	)

inline

mat gplib::multioutput_kernels::lmc_kernel::implementation::derivate_wrt_data_an	(	size_t	param_id,
		const vector< mat > &	X,
		const vector< mat > &	Y,
		size_t	ans_rows,
		size_t	ans_cols,
		bool	diag = `false`
	)

inline

mat gplib::multioutput_kernels::lmc_kernel::implementation::derivate_wrt_data_num	(	size_t	param_id,
		const vector< mat > &	X,
		const vector< mat > &	Y,
		size_t	ans_rows,
		size_t	ans_cols,
		bool	diag = `false`
	)

inline

mat gplib::multioutput_kernels::lmc_kernel::implementation::derivative_wrt_B	(	size_t	q,
		size_t	param_id,
		const vector< mat > &	X,
		const vector< mat > &	Y,
		size_t	ans_rows,
		size_t	ans_cols,
		bool	diag = `false`
	)

inline

mat gplib::multioutput_kernels::lmc_kernel::implementation::derivative_wrt_kernels	(	size_t	q,
		size_t	param_id,
		const vector< mat > &	X,
		const vector< mat > &	Y,
		size_t	ans_rows,
		size_t	ans_cols,
		bool	diag = `false`
	)

inline

mat gplib::multioutput_kernels::lmc_kernel::implementation::eval	(	const vector< mat > &	X,
		const vector< mat > &	Y,
		bool	diag = `false`
	)

inline

double gplib::multioutput_kernels::lmc_kernel::implementation::get_param	(	size_t	q,
		size_t	a,
		size_t	b
	)

inline

double gplib::multioutput_kernels::lmc_kernel::implementation::get_param	(	size_t	q,
		size_t	param_id
	)

inline

vector<double> gplib::multioutput_kernels::lmc_kernel::implementation::get_params ( )

inline

size_t gplib::multioutput_kernels::lmc_kernel::implementation::in_kernel_np ( )

inline

size_t gplib::multioutput_kernels::lmc_kernel::implementation::n_params ( )

inline

void gplib::multioutput_kernels::lmc_kernel::implementation::set_lower_bounds ( const vector< double > & lower_bound )

inline

void gplib::multioutput_kernels::lmc_kernel::implementation::set_lower_bounds ( const double & l_bound )

inline

void gplib::multioutput_kernels::lmc_kernel::implementation::set_param	(	size_t	q,
		size_t	a,
		size_t	b,
		double	param
	)

inline

void gplib::multioutput_kernels::lmc_kernel::implementation::set_param	(	size_t	q,
		size_t	param_id,
		double	param
	)

inline

void gplib::multioutput_kernels::lmc_kernel::implementation::set_params	(	const vector< double > &	params,
		size_t	n_outputs = `0`
	)

inline

void gplib::multioutput_kernels::lmc_kernel::implementation::set_params_k ( const vector< mat > & params )

inline

void gplib::multioutput_kernels::lmc_kernel::implementation::set_upper_bounds ( const vector< double > & upper_bound )

inline

void gplib::multioutput_kernels::lmc_kernel::implementation::set_upper_bounds ( const double & u_bound )

inline

Member Data Documentation

vector<mat> gplib::multioutput_kernels::lmc_kernel::implementation::A

vector<mat> gplib::multioutput_kernels::lmc_kernel::implementation::B

vector<shared_ptr<kernel_class> > gplib::multioutput_kernels::lmc_kernel::implementation::kernels

vector<double> gplib::multioutput_kernels::lmc_kernel::implementation::lower_bounds

vector<double> gplib::multioutput_kernels::lmc_kernel::implementation::upper_bounds

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

src/gplib/multioutput_kernels.cc

Public Member Functions

Public Attributes

Member Function Documentation

Member Data Documentation