skylark::algorithms Namespace Reference

Namespaces
namespace	flinl2_internal
Classes
struct	precond_alg_tag
struct	qr_precond_tag
struct	svd_precond_tag
struct	linearl2_reg_fast_alg_tag
struct	simplified_blendenpik_tag
struct	blendenpik_tag
struct	lsrn_tag
class	accelerated_regression_solver_t< regression_problem_t< elem::DistMatrix< ValueType, VD, elem::STAR >, linear_tag, l2_tag, no_reg_tag >, elem::DistMatrix< ValueType, VD, elem::STAR >, elem::DistMatrix< ValueType, elem::STAR, elem::STAR >, simplified_blendenpik_tag< TransformType, PrecondTag > >
	Specialization for simplified Blendenpik algorithm. More...
class	accelerated_regression_solver_t< regression_problem_t< elem::DistMatrix< ValueType, VD, elem::STAR >, linear_tag, l2_tag, no_reg_tag >, elem::DistMatrix< ValueType, VD, elem::STAR >, elem::DistMatrix< ValueType, elem::STAR, elem::STAR >, blendenpik_tag< PrecondTag > >
	Specialization for Blendenpik algorithm. More...
class	accelerated_regression_solver_t< regression_problem_t< elem::DistMatrix< ValueType, VD, elem::STAR >, linear_tag, l2_tag, no_reg_tag >, elem::DistMatrix< ValueType, VD, elem::STAR >, elem::DistMatrix< ValueType, elem::STAR, elem::STAR >, lsrn_tag< PrecondTag > >
	Specialization for LSRN algorithm. More...
class	accelerated_regression_solver_t
struct	l2_solver_tag
struct	qr_l2_solver_tag
	Tag for using QR to solve L2 linear regression problems. More...
struct	sne_l2_solver_tag
	Tag for using semi-normal equations to solve L2 linear regression problems. More...
struct	ne_l2_solver_tag
	Tag for using normal equations to solve L2 linear regression problems. More...
struct	svd_l2_solver_tag
	Tag for using SVD to solve L2 linear regression problems. More...
struct	iterative_l2_solver_tag
struct	krylov_tag
	Tag for all krylov methods to inherit from. More...
struct	lsqr_tag
	Tag for using LSQR. More...
class	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	regression_solver_t< regression_problem_t< elem::DistMatrix< ValueType, elem::STAR, elem::STAR >, linear_tag, l2_tag, no_reg_tag >, elem::DistMatrix< ValueType, elem::STAR, elem::STAR >, elem::DistMatrix< ValueType, elem::STAR, elem::STAR >, qr_l2_solver_tag >
class	regression_solver_t< regression_problem_t< elem::DistMatrix< ValueType >, linear_tag, l2_tag, no_reg_tag >, elem::DistMatrix< ValueType >, elem::DistMatrix< ValueType >, qr_l2_solver_tag >
class	regression_solver_t< regression_problem_t< elem::DistMatrix< ValueType, VD, elem::STAR >, linear_tag, l2_tag, no_reg_tag >, elem::DistMatrix< ValueType, VD, elem::STAR >, elem::DistMatrix< ValueType, elem::STAR, elem::STAR >, qr_l2_solver_tag >
class	regression_solver_t< regression_problem_t< elem::DistMatrix< ValueType, VD, elem::STAR >, linear_tag, l2_tag, no_reg_tag >, elem::DistMatrix< ValueType, VD, elem::STAR >, elem::DistMatrix< ValueType, elem::STAR, elem::STAR >, svd_l2_solver_tag >
class	regression_solver_t< regression_problem_t< elem::DistMatrix< ValueType, VD, elem::STAR >, linear_tag, l2_tag, no_reg_tag >, elem::DistMatrix< ValueType, VD, elem::STAR >, elem::DistMatrix< ValueType, elem::STAR, elem::STAR >, sne_l2_solver_tag >
class	regression_solver_t< regression_problem_t< base::computed_matrix_t< elem::DistMatrix< ValueType, VD, elem::STAR > >, linear_tag, l2_tag, no_reg_tag >, elem::DistMatrix< ValueType, VD, elem::STAR >, elem::DistMatrix< ValueType, elem::STAR, elem::STAR >, sne_l2_solver_tag >
struct	regression_solver_t< regression_problem_t< MatrixType, linear_tag, l2_tag, no_reg_tag >, RhsType, SolType, iterative_l2_solver_tag< KrylovMethod > >
struct	linear_tag
	Tag for specifying a linear regression. More...
struct	polynomial_tag
	Tag for specifying a polynomial regression. More...
struct	kernel_tag
	Tag for specifying a kernel regression. More...
struct	l2_tag
	Tag for specifying a L2 norm. More...
struct	l1_tag
	Tag for specifying a L1 norm. More...
struct	lp_tag
	Tag for specifying a Lp norm, where p = dem / num. More...
struct	no_reg_tag
struct	ridge_reg_tag
struct	constraint_reg_tag
struct	regression_problem_t
struct	regression_problem_t< InputMatrixType, linear_tag, PenaltyType, no_reg_tag >
class	regression_solver_t
class	sketched_regression_solver_t
class	sketched_regression_solver_t< regression_problem_t< InputType, RegressionType, PenaltyType, RegularizationType >, RhsType, SolType, SketchedRegressionType, elem::Matrix< typename utility::typer_t< InputType >::value_type >, elem::Matrix< typename utility::typer_t< InputType >::value_type >, TransformType, ExactAlgTag >
class	sketched_regression_solver_t< regression_problem_t< InputType, RegressionType, PenaltyType, RegularizationType >, RhsType, SolType, SketchedRegressionType, elem::DistMatrix< typename utility::typer_t< InputType >::value_type, CD, RD >, elem::DistMatrix< typename utility::typer_t< InputType >::value_type, CD, RD >, TransformType, ExactAlgTag >