JS_FOS< T > Class Template Reference

Inheritance diagram for JS_FOS< T >:

Collaboration diagram for JS_FOS< T >:

Public Member Functions
void	operator() (std::vector< T > &X_vectorized, std::vector< T > &Y, std::string solver_type)
	Run the main JS_FOS algorithm. More...
T	ReturnLambda ()
T	ReturnIntercept ()
unsigned int	ReturnOptimIndex ()
std::vector< T >	ReturnCoefficients ()
std::vector< int >	ReturnSupport ()
Public Member Functions inherited from hdim::X_FOS< T >
	X_FOS ()
	Initialize a new algorithm, and instantiate member attributes X and Y. More...
void	operator() (const Eigen::Matrix< T, Eigen::Dynamic, Eigen::Dynamic > &x, const Eigen::Matrix< T, Eigen::Dynamic, 1 > &y, SolverType s_type=SolverType::ista)
	Run the main X_FOS algorithm. More...
T	ReturnLambda ()
T	ReturnIntercept ()
Eigen::Matrix< T, Eigen::Dynamic, Eigen::Dynamic >	ReturnBetas ()
unsigned int	ReturnOptimIndex ()
Eigen::Matrix< T, Eigen::Dynamic, 1 >	ReturnCoefficients ()
Eigen::Matrix< int, Eigen::Dynamic, 1 >	ReturnSupport ()

Additional Inherited Members
Protected Attributes inherited from hdim::X_FOS< T >
Eigen::Matrix< T, Eigen::Dynamic, 1 >	fos_fit
T	lambda
unsigned int	optim_index
T	intercept = 0

Detailed Description

template<typename T>
class JS_FOS< T >

Definition at line 16 of file fos_js.hpp.

Member Function Documentation

template<typename T >

void JS_FOS< T >::operator()	(	std::vector< T > &	X_vectorized,
		std::vector< T > &	Y,
		std::string	solver_type
	)

Run the main JS_FOS algorithm.

Calling this function will run the JS_FOS algorithm using the values of X and Y.

Definition at line 40 of file fos_js.hpp.