skylark::algorithms::regression_solver_t< regression_problem_t< elem::Matrix< ValueType >, linear_tag, l2_tag, no_reg_tag >, elem::Matrix< ValueType >, elem::Matrix< ValueType >, qr_l2_solver_tag > Class Template Reference

#include <linearl2_regression_solver_Elemental.hpp>

List of all members.

Public Types
typedef ValueType	value_type
typedef elem::Matrix< ValueType >	matrix_type
typedef elem::Matrix< ValueType >	rhs_type
typedef elem::Matrix< ValueType >	sol_type
typedef regression_problem_t < elem::Matrix< ValueType > , linear_tag, l2_tag, no_reg_tag >	problem_type
Public Member Functions
	regression_solver_t (const problem_type &problem)
void	solve (const rhs_type &B, rhs_type &X) const

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Detailed Description

template<typename ValueType>
class skylark::algorithms::regression_solver_t< regression_problem_t< elem::Matrix< ValueType >, linear_tag, l2_tag, no_reg_tag >, elem::Matrix< ValueType >, elem::Matrix< ValueType >, qr_l2_solver_tag >

Regression solver for L2 linear regression on a dense local matrix.

A regression solver accepts a right-hand side and output a solution the the regression problem.

The regression problem is fixed, so it is a parameter of the function constructing the regressoion.

Definition at line 23 of file linearl2_regression_solver_Elemental.hpp.

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Member Typedef Documentation

template<typename ValueType >

typedef elem::Matrix<ValueType> skylark::algorithms::regression_solver_t< regression_problem_t< elem::Matrix< ValueType >, linear_tag, l2_tag, no_reg_tag >, elem::Matrix< ValueType >, elem::Matrix< ValueType >, qr_l2_solver_tag >::matrix_type

Definition at line 34 of file linearl2_regression_solver_Elemental.hpp.

template<typename ValueType >

typedef regression_problem_t< elem::Matrix<ValueType>, linear_tag, l2_tag, no_reg_tag> skylark::algorithms::regression_solver_t< regression_problem_t< elem::Matrix< ValueType >, linear_tag, l2_tag, no_reg_tag >, elem::Matrix< ValueType >, elem::Matrix< ValueType >, qr_l2_solver_tag >::problem_type

Definition at line 39 of file linearl2_regression_solver_Elemental.hpp.

template<typename ValueType >

typedef elem::Matrix<ValueType> skylark::algorithms::regression_solver_t< regression_problem_t< elem::Matrix< ValueType >, linear_tag, l2_tag, no_reg_tag >, elem::Matrix< ValueType >, elem::Matrix< ValueType >, qr_l2_solver_tag >::rhs_type

Definition at line 35 of file linearl2_regression_solver_Elemental.hpp.

template<typename ValueType >

typedef elem::Matrix<ValueType> skylark::algorithms::regression_solver_t< regression_problem_t< elem::Matrix< ValueType >, linear_tag, l2_tag, no_reg_tag >, elem::Matrix< ValueType >, elem::Matrix< ValueType >, qr_l2_solver_tag >::sol_type

Definition at line 36 of file linearl2_regression_solver_Elemental.hpp.

template<typename ValueType >

typedef ValueType skylark::algorithms::regression_solver_t< regression_problem_t< elem::Matrix< ValueType >, linear_tag, l2_tag, no_reg_tag >, elem::Matrix< ValueType >, elem::Matrix< ValueType >, qr_l2_solver_tag >::value_type

Definition at line 32 of file linearl2_regression_solver_Elemental.hpp.

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Constructor & Destructor Documentation

template<typename ValueType >

skylark::algorithms::regression_solver_t< regression_problem_t< elem::Matrix< ValueType >, linear_tag, l2_tag, no_reg_tag >, elem::Matrix< ValueType >, elem::Matrix< ValueType >, qr_l2_solver_tag >::regression_solver_t

(

const problem_type &

problem

)

[inline]

Prepares the solver to quickly solve given a right-hand side.

Parameters:

problem

Problem to solve given right-hand side.

Definition at line 54 of file linearl2_regression_solver_Elemental.hpp.

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Member Function Documentation

template<typename ValueType >

void skylark::algorithms::regression_solver_t< regression_problem_t< elem::Matrix< ValueType >, linear_tag, l2_tag, no_reg_tag >, elem::Matrix< ValueType >, elem::Matrix< ValueType >, qr_l2_solver_tag >::solve	(	const rhs_type &	B,
		rhs_type &	X
	)		const [inline]

Solves the regression problem given a multiple right-hand sides.

Parameters:

B	Right-hand sides.
X	Output (overwritten).

Definition at line 68 of file linearl2_regression_solver_Elemental.hpp.

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

• /var/lib/jenkins/jobs/Skylark/workspace/algorithms/regression/linearl2_regression_solver_Elemental.hpp