Index

_

__init__() (autolyap.algorithms.Algorithm method) _compute_E() (autolyap.algorithms.algorithm.Algorithm method) _compute_F_aggregated() (autolyap.algorithms.algorithm.Algorithm method) _compute_W() (autolyap.algorithms.algorithm.Algorithm method) _ensure_finite() (in module autolyap.problemclass.operators) _ensure_positive_finite() (in module autolyap.problemclass.functions) (in module autolyap.problemclass.operators) _ensure_positive_mu_tilde() (in module autolyap.problemclass.functions) _FunctionInterpolationCondition (class in autolyap.problemclass.base) _get_AsBsCsDs() (autolyap.algorithms.algorithm.Algorithm method) _get_component_data() (autolyap.problemclass.inclusion_problem.InclusionProblem method) _get_cvxpy_accepted_statuses() (in module autolyap.solver_options) _get_cvxpy_solve_kwargs() (in module autolyap.solver_options)

_get_Fs() (autolyap.algorithms.algorithm.Algorithm method) _get_Ps() (autolyap.algorithms.algorithm.Algorithm method) _get_Us() (autolyap.algorithms.algorithm.Algorithm method) _get_Xs() (autolyap.algorithms.algorithm.Algorithm method) _get_Ys() (autolyap.algorithms.algorithm.Algorithm method) _InterpolationCondition (class in autolyap.problemclass.base) _InterpolationIndices (class in autolyap.problemclass.indices) _LinearConvergence (class in autolyap.iteration_independent) _normalize_mapping() (in module autolyap.solver_options) _normalize_named_mapping() (in module autolyap.solver_options) _normalize_solver_options() (in module autolyap.solver_options) _OperatorInterpolationCondition (class in autolyap.problemclass.base) _ParametrizedFunctionInterpolationCondition (class in autolyap.problemclass.functions) _SublinearConvergence (class in autolyap.iteration_independent)

A

abc.ABC (built-in class) AcceleratedProximalPoint (class in autolyap.algorithms) Algorithm (class in autolyap.algorithms) Any (built-in class) autolyap.algorithms.algorithm.CacheValueT (built-in class) autolyap.iteration_dependent module autolyap.iteration_independent module autolyap.problemclass module autolyap.problemclass.base module autolyap.problemclass.functions module

autolyap.problemclass.inclusion_problem module autolyap.problemclass.indices module autolyap.problemclass.operators module autolyap.solver_options module autolyap.utils module autolyap.utils.backend_types module autolyap.utils.helper_functions module autolyap.utils.validation module

B

bisection_search_rho() (autolyap.iteration_independent._LinearConvergence static method) (autolyap.IterationIndependent.LinearConvergence static method)

bool (built-in class)

C

ChambollePock (class in autolyap.algorithms) Cocoercive (class in autolyap.problemclass) collections.OrderedDict (built-in class) compute_theta() (autolyap.algorithms.OptimizedGradientMethod method) Convex (class in autolyap.problemclass)

create_symmetric_matrix() (in module autolyap.utils.helper_functions) create_symmetric_matrix_expression() (in module autolyap.utils.helper_functions) CvxpyModuleProtocol (class in autolyap.utils.backend_types) CvxpyStatusModuleProtocol (class in autolyap.utils.backend_types) CvxpyValueHandleProtocol (class in autolyap.utils.backend_types)

D

DavisYin (class in autolyap.algorithms)

Dict (built-in class) DouglasRachford (class in autolyap.algorithms)

E

ensure_finite_array() (in module autolyap.utils.validation) ensure_index_list() (in module autolyap.utils.validation) ensure_integral() (in module autolyap.utils.validation)

ensure_m_bar_list() (in module autolyap.utils.validation) ensure_real_number() (in module autolyap.utils.validation) Extragradient (class in autolyap.algorithms)

F

ForwardMethod (class in autolyap.algorithms)

G

get_A() (autolyap.algorithms.ITEM method) get_ABCD() (autolyap.algorithms.AcceleratedProximalPoint method) (autolyap.algorithms.Algorithm method) (autolyap.algorithms.ChambollePock method) (autolyap.algorithms.DavisYin method) (autolyap.algorithms.DouglasRachford method) (autolyap.algorithms.Extragradient method) (autolyap.algorithms.ForwardMethod method) (autolyap.algorithms.GradientMethod method) (autolyap.algorithms.GradientNesterovMomentum method) (autolyap.algorithms.HeavyBallMethod method) (autolyap.algorithms.ITEM method) (autolyap.algorithms.MalitskyTamFRB method) (autolyap.algorithms.NesterovConstant method) (autolyap.algorithms.NesterovFastGradientMethod method) (autolyap.algorithms.OptimizedGradientMethod method) (autolyap.algorithms.ProximalPoint method) (autolyap.algorithms.TripleMomentum method) (autolyap.algorithms.TsengFBF method) get_data() (autolyap.problemclass.base._FunctionInterpolationCondition method) (autolyap.problemclass.base._InterpolationCondition method) (autolyap.problemclass.base._OperatorInterpolationCondition method) (autolyap.problemclass.functions._ParametrizedFunctionInterpolationCondition method)

get_parameters_distance_to_solution() (autolyap.iteration_independent._LinearConvergence static method) (autolyap.IterationDependent static method) (autolyap.IterationIndependent.LinearConvergence static method) get_parameters_duality_gap() (autolyap.iteration_independent._SublinearConvergence static method) (autolyap.IterationIndependent.SublinearConvergence static method) get_parameters_fixed_point_residual() (autolyap.iteration_independent._SublinearConvergence static method) (autolyap.IterationDependent static method) (autolyap.IterationIndependent.SublinearConvergence static method) get_parameters_function_value_suboptimality() (autolyap.iteration_independent._LinearConvergence static method) (autolyap.iteration_independent._SublinearConvergence static method) (autolyap.IterationDependent static method) (autolyap.IterationIndependent.LinearConvergence static method) (autolyap.IterationIndependent.SublinearConvergence static method) get_parameters_optimality_measure() (autolyap.iteration_independent._SublinearConvergence static method) (autolyap.IterationDependent static method) (autolyap.IterationIndependent.SublinearConvergence static method) get_parameters_state_component_cross_iteration_difference() (autolyap.IterationDependent static method) get_parameters_state_component_difference() (autolyap.IterationDependent static method) get_parameters_state_component_distance_to_solution() (autolyap.IterationDependent static method) GradientDominated (class in autolyap.problemclass) GradientMethod (class in autolyap.algorithms) GradientNesterovMomentum (class in autolyap.algorithms)

H

HeavyBallMethod (class in autolyap.algorithms)

I

InclusionProblem (class in autolyap.problemclass) IndicatorFunctionOfClosedConvexSet (class in autolyap.problemclass) int (built-in class)

ITEM (class in autolyap.algorithms) IterationDependent (class in autolyap) IterationIndependent (class in autolyap)

L

LipschitzOperator (class in autolyap.problemclass)

List (built-in class)

M

MalitskyTamFRB (class in autolyap.algorithms) MaximallyMonotone (class in autolyap.problemclass) module autolyap.iteration_dependent autolyap.iteration_independent autolyap.problemclass autolyap.problemclass.base autolyap.problemclass.functions autolyap.problemclass.inclusion_problem autolyap.problemclass.indices autolyap.problemclass.operators autolyap.solver_options autolyap.utils autolyap.utils.backend_types autolyap.utils.helper_functions autolyap.utils.validation

MosekExprProtocol (class in autolyap.utils.backend_types) MosekFusionModuleProtocol (class in autolyap.utils.backend_types) MosekLevelHandleProtocol (class in autolyap.utils.backend_types) MosekModelProtocol (class in autolyap.utils.backend_types) MosekUpperTriangleSolutionHandleProtocol (class in autolyap.utils.backend_types) MosekUpperTriangleVectorProtocol (class in autolyap.utils.backend_types)

N

NesterovConstant (class in autolyap.algorithms)

NesterovFastGradientMethod (class in autolyap.algorithms) numpy.ndarray (built-in class)

O

OptimizedGradientMethod (class in autolyap.algorithms)

Optional (built-in class)

P

ProximalPoint (class in autolyap.algorithms)

S

search_lyapunov() (autolyap.IterationDependent static method) (autolyap.IterationIndependent static method) set_delta() (autolyap.algorithms.Extragradient method) (autolyap.algorithms.GradientNesterovMomentum method) (autolyap.algorithms.HeavyBallMethod method) set_gamma() (autolyap.algorithms.AcceleratedProximalPoint method) (autolyap.algorithms.DavisYin method) (autolyap.algorithms.DouglasRachford method) (autolyap.algorithms.Extragradient method) (autolyap.algorithms.ForwardMethod method) (autolyap.algorithms.GradientMethod method) (autolyap.algorithms.GradientNesterovMomentum method) (autolyap.algorithms.HeavyBallMethod method) (autolyap.algorithms.MalitskyTamFRB method) (autolyap.algorithms.NesterovFastGradientMethod method) (autolyap.algorithms.ProximalPoint method) (autolyap.algorithms.TsengFBF method) set_K() (autolyap.algorithms.OptimizedGradientMethod method) set_L() (autolyap.algorithms.ITEM method) (autolyap.algorithms.NesterovConstant method) (autolyap.algorithms.OptimizedGradientMethod method) (autolyap.algorithms.TripleMomentum method)

set_lambda() (autolyap.algorithms.DavisYin method) (autolyap.algorithms.DouglasRachford method) set_mu() (autolyap.algorithms.ITEM method) (autolyap.algorithms.NesterovConstant method) (autolyap.algorithms.TripleMomentum method) set_sigma() (autolyap.algorithms.ChambollePock method) set_tau() (autolyap.algorithms.ChambollePock method) set_theta() (autolyap.algorithms.ChambollePock method) (autolyap.algorithms.TsengFBF method) Smooth (class in autolyap.problemclass) SmoothConvex (class in autolyap.problemclass) SmoothStronglyConvex (class in autolyap.problemclass) SmoothWeaklyConvex (class in autolyap.problemclass) SolverOptions (class in autolyap) str (built-in class) StronglyConvex (class in autolyap.problemclass) StronglyMonotone (class in autolyap.problemclass) SupportFunctionOfClosedConvexSet (class in autolyap.problemclass) SupportsScalarProduct (class in autolyap.utils.backend_types) SupportsStringConversion (class in autolyap.utils.backend_types)

T

TripleMomentum (class in autolyap.algorithms) TsengFBF (class in autolyap.algorithms) Tuple (built-in class) typing.Any (built-in class)

typing.Dict (built-in class) typing.List (built-in class) typing.Optional (built-in class) typing.Tuple (built-in class) typing.Union (built-in class)

U

Union (built-in class)

UpperTriangleValuesProtocol (class in autolyap.utils.backend_types)

W

WeaklyConvex (class in autolyap.problemclass)

WeakMintyVariationalInequality (class in autolyap.problemclass)