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Welcome to PEPit’s documentation!
Quick start guide
API and modules
Examples
What’s new in PEPit
Contributing
PEPit
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Index
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B
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C
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D
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E
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F
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G
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H
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I
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L
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M
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N
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O
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P
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R
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S
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V
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W
A
add_class_constraints() (PEPit.Function method)
(PEPit.functions.BlockSmoothConvexFunction method)
(PEPit.functions.ConvexFunction method)
(PEPit.functions.ConvexIndicatorFunction method)
(PEPit.functions.ConvexLipschitzFunction method)
(PEPit.functions.ConvexQGFunction method)
(PEPit.functions.ConvexSupportFunction method)
(PEPit.functions.RsiEbFunction method)
(PEPit.functions.SmoothConvexFunction method)
(PEPit.functions.SmoothConvexLipschitzFunction method)
(PEPit.functions.SmoothFunction method)
(PEPit.functions.SmoothStronglyConvexFunction method)
(PEPit.functions.SmoothStronglyConvexQuadraticFunction method)
(PEPit.functions.StronglyConvexFunction method)
(PEPit.operators.CocoerciveOperator method)
(PEPit.operators.CocoerciveStronglyMonotoneOperator method)
(PEPit.operators.LinearOperator method)
(PEPit.operators.LipschitzOperator method)
(PEPit.operators.LipschitzStronglyMonotoneOperator method)
(PEPit.operators.MonotoneOperator method)
(PEPit.operators.NegativelyComonotoneOperator method)
(PEPit.operators.NonexpansiveOperator method)
(PEPit.operators.SkewSymmetricLinearOperator method)
(PEPit.operators.StronglyMonotoneOperator method)
(PEPit.operators.SymmetricLinearOperator method)
add_constraint() (PEPit.BlockPartition method)
(PEPit.Function method)
(PEPit.PEP method)
add_constraints_from_one_list_of_points() (PEPit.Function method)
add_constraints_from_two_lists_of_points() (PEPit.Function method)
add_partition_constraints() (PEPit.BlockPartition method)
add_point() (PEPit.Function method)
add_psd_matrix() (PEPit.Function method)
(PEPit.PEP method)
assign_dual_values() (PEPit.Wrapper method)
B
BlockPartition (class in PEPit)
BlockSmoothConvexFunction (class in PEPit.functions)
bregman_gradient_step() (in module PEPit.primitive_steps)
bregman_proximal_step() (in module PEPit.primitive_steps)
C
check_feasibility() (PEPit.PEP method)
check_license() (PEPit.Wrapper method)
(PEPit.wrappers.CvxpyWrapper method)
(PEPit.wrappers.MosekWrapper method)
CocoerciveOperator (class in PEPit.operators)
CocoerciveStronglyMonotoneOperator (class in PEPit.operators)
Constraint (class in PEPit)
ConvexFunction (class in PEPit.functions)
ConvexIndicatorFunction (class in PEPit.functions)
ConvexLipschitzFunction (class in PEPit.functions)
ConvexQGFunction (class in PEPit.functions)
ConvexSupportFunction (class in PEPit.functions)
CvxpyWrapper (class in PEPit.wrappers)
D
declare_block_partition() (PEPit.PEP static method)
declare_function() (PEPit.PEP method)
E
epsilon_subgradient_step() (in module PEPit.primitive_steps)
eval() (PEPit.Constraint method)
(PEPit.Expression method)
(PEPit.Point method)
(PEPit.PSDMatrix method)
eval_dual() (PEPit.Constraint method)
(PEPit.PSDMatrix method)
exact_linesearch_step() (in module PEPit.primitive_steps)
Expression (class in PEPit)
expression_to_matrices() (in module PEPit.tools.expressions_to_matrices)
expression_to_sparse_matrices() (in module PEPit.tools.expressions_to_matrices)
F
fixed_point() (PEPit.Function method)
Function (class in PEPit)
G
generate_problem() (PEPit.Wrapper method)
(PEPit.wrappers.CvxpyWrapper method)
(PEPit.wrappers.MosekWrapper method)
get_block() (PEPit.BlockPartition method)
get_class_constraints_duals() (PEPit.Function method)
get_dual_variables() (PEPit.Wrapper method)
get_is_leaf() (PEPit.Expression method)
(PEPit.Function method)
(PEPit.Point method)
get_name() (PEPit.Constraint method)
(PEPit.Expression method)
(PEPit.Function method)
(PEPit.Point method)
(PEPit.PSDMatrix method)
get_nb_blocks() (PEPit.BlockPartition method)
get_nb_eigenvalues_and_corrected_matrix() (PEPit.PEP static method)
get_primal_variables() (PEPit.Wrapper method)
gradient() (PEPit.Function method)
H
heuristic() (PEPit.Wrapper method)
(PEPit.wrappers.CvxpyWrapper method)
(PEPit.wrappers.MosekWrapper method)
I
inexact_gradient_step() (in module PEPit.primitive_steps)
inexact_proximal_step() (in module PEPit.primitive_steps)
L
linear_optimization_step() (in module PEPit.primitive_steps)
LinearOperator (class in PEPit.operators)
LipschitzOperator (class in PEPit.operators)
LipschitzStronglyMonotoneOperator (class in PEPit.operators)
M
merge_dict() (in module PEPit.tools.dict_operations)
MonotoneOperator (class in PEPit.operators)
MosekWrapper (class in PEPit.wrappers)
multiply_dicts() (in module PEPit.tools.dict_operations)
N
NegativelyComonotoneOperator (class in PEPit.operators)
NonexpansiveOperator (class in PEPit.operators)
O
oracle() (PEPit.Function method)
P
PEP (class in PEPit)
Point (class in PEPit)
prepare_heuristic() (PEPit.Wrapper method)
(PEPit.wrappers.CvxpyWrapper method)
(PEPit.wrappers.MosekWrapper method)
proximal_step() (in module PEPit.primitive_steps)
prune_dict() (in module PEPit.tools.dict_operations)
PSDMatrix (class in PEPit)
R
RsiEbFunction (class in PEPit.functions)
S
send_constraint_to_solver() (PEPit.Wrapper method)
(PEPit.wrappers.CvxpyWrapper method)
(PEPit.wrappers.MosekWrapper method)
send_lmi_constraint_to_solver() (PEPit.Wrapper method)
(PEPit.wrappers.CvxpyWrapper method)
(PEPit.wrappers.MosekWrapper method)
set_antisymmetric_linear_constraint_i_j() (PEPit.operators.SkewSymmetricLinearOperator static method)
set_class_constraints() (PEPit.Function method)
set_cocoercivity_constraint_i_j() (PEPit.operators.CocoerciveOperator method)
(PEPit.operators.CocoerciveStronglyMonotoneOperator method)
set_convexity_constraint_i_j() (PEPit.functions.ConvexFunction static method)
(PEPit.functions.ConvexIndicatorFunction static method)
(PEPit.functions.ConvexLipschitzFunction static method)
(PEPit.functions.ConvexQGFunction static method)
(PEPit.functions.ConvexSupportFunction static method)
set_diameter_constraint_i_j() (PEPit.functions.ConvexIndicatorFunction method)
set_eb_constraints_i_j() (PEPit.functions.RsiEbFunction method)
set_fenchel_value_constraint_i() (PEPit.functions.ConvexSupportFunction static method)
set_infimal_displacement_vector_constraint_i() (PEPit.operators.NonexpansiveOperator method)
set_initial_condition() (PEPit.PEP method)
set_initial_point() (PEPit.PEP method)
set_lipschitz_continuity_constraint_i() (PEPit.functions.ConvexLipschitzFunction method)
(PEPit.functions.ConvexSupportFunction method)
(PEPit.functions.SmoothConvexLipschitzFunction method)
set_lipschitz_continuity_constraint_i_j() (PEPit.operators.LipschitzOperator method)
(PEPit.operators.LipschitzStronglyMonotoneOperator method)
set_main_variables() (PEPit.wrappers.CvxpyWrapper method)
(PEPit.wrappers.MosekWrapper method)
set_monotonicity_constraint_i_j() (PEPit.operators.MonotoneOperator static method)
set_name() (PEPit.Constraint method)
(PEPit.Expression method)
(PEPit.Function method)
(PEPit.Point method)
(PEPit.PSDMatrix method)
set_negative_comonotonicity_constraint_i_j() (PEPit.operators.NegativelyComonotoneOperator method)
set_nonexpansiveness_constraint_i_j() (PEPit.operators.NonexpansiveOperator static method)
set_performance_metric() (PEPit.PEP method)
set_qg_convexity_constraint_i_j() (PEPit.functions.ConvexQGFunction method)
set_rsi_constraints_i_j() (PEPit.functions.RsiEbFunction method)
set_smoothness_convexity_constraint_i_j() (PEPit.functions.SmoothConvexFunction method)
(PEPit.functions.SmoothConvexLipschitzFunction method)
set_smoothness_i_j() (PEPit.functions.SmoothFunction method)
set_smoothness_strong_convexity_constraint_i_j() (PEPit.functions.SmoothStronglyConvexFunction method)
set_strong_convexity_constraint_i_j() (PEPit.functions.StronglyConvexFunction method)
set_strong_monotonicity_constraint_i_j() (PEPit.operators.CocoerciveStronglyMonotoneOperator method)
(PEPit.operators.LipschitzStronglyMonotoneOperator method)
(PEPit.operators.StronglyMonotoneOperator method)
set_symmetric_linear_constraint_i_j() (PEPit.operators.SymmetricLinearOperator static method)
set_symmetry_constraint_i_j() (PEPit.functions.SmoothStronglyConvexQuadraticFunction method)
set_value_constraint_i() (PEPit.functions.ConvexIndicatorFunction static method)
(PEPit.functions.SmoothStronglyConvexQuadraticFunction method)
SkewSymmetricLinearOperator (class in PEPit.operators)
SmoothConvexFunction (class in PEPit.functions)
SmoothConvexLipschitzFunction (class in PEPit.functions)
SmoothFunction (class in PEPit.functions)
SmoothStronglyConvexFunction (class in PEPit.functions)
SmoothStronglyConvexQuadraticFunction (class in PEPit.functions)
solve() (PEPit.PEP method)
(PEPit.Wrapper method)
(PEPit.wrappers.CvxpyWrapper method)
(PEPit.wrappers.MosekWrapper method)
stationary_point() (PEPit.Function method)
StronglyConvexFunction (class in PEPit.functions)
StronglyMonotoneOperator (class in PEPit.operators)
subgradient() (PEPit.Function method)
SymmetricLinearOperator (class in PEPit.operators)
symmetrize_dict() (in module PEPit.tools.dict_operations)
V
value() (PEPit.Function method)
W
wc_accelerated_douglas_rachford_splitting() (in module PEPit.examples.composite_convex_minimization)
wc_accelerated_gradient_convex() (in module PEPit.examples.unconstrained_convex_minimization)
wc_accelerated_gradient_flow_convex() (in module PEPit.examples.continuous_time_models)
wc_accelerated_gradient_flow_strongly_convex() (in module PEPit.examples.continuous_time_models)
wc_accelerated_gradient_method() (in module PEPit.examples.potential_functions)
wc_accelerated_gradient_strongly_convex() (in module PEPit.examples.unconstrained_convex_minimization)
wc_accelerated_inexact_forward_backward() (in module PEPit.examples.inexact_proximal_methods)
wc_accelerated_proximal_gradient() (in module PEPit.examples.composite_convex_minimization)
wc_accelerated_proximal_point() (in module PEPit.examples.monotone_inclusions_variational_inequalities)
(in module PEPit.examples.unconstrained_convex_minimization)
wc_alternate_projections() (in module PEPit.examples.low_dimensional_worst_cases_scenarios)
wc_averaged_projections() (in module PEPit.examples.low_dimensional_worst_cases_scenarios)
wc_bregman_proximal_point() (in module PEPit.examples.composite_convex_minimization)
wc_conjugate_gradient() (in module PEPit.examples.unconstrained_convex_minimization)
wc_conjugate_gradient_qg_convex() (in module PEPit.examples.unconstrained_convex_minimization)
wc_cyclic_coordinate_descent() (in module PEPit.examples.unconstrained_convex_minimization)
wc_douglas_rachford_splitting() (in module PEPit.examples.composite_convex_minimization)
(in module PEPit.examples.monotone_inclusions_variational_inequalities)
wc_douglas_rachford_splitting_contraction() (in module PEPit.examples.composite_convex_minimization)
wc_dykstra() (in module PEPit.examples.low_dimensional_worst_cases_scenarios)
wc_epsilon_subgradient_method() (in module PEPit.examples.unconstrained_convex_minimization)
wc_example_template() (in module PEPit.examples.example_template)
wc_frank_wolfe() (in module PEPit.examples.composite_convex_minimization)
(in module PEPit.examples.low_dimensional_worst_cases_scenarios)
wc_gradient_descent() (in module PEPit.examples.low_dimensional_worst_cases_scenarios)
(in module PEPit.examples.nonconvex_optimization)
(in module PEPit.examples.unconstrained_convex_minimization)
wc_gradient_descent_contraction() (in module PEPit.examples.tutorials)
wc_gradient_descent_lc() (in module PEPit.examples.unconstrained_convex_minimization)
wc_gradient_descent_lyapunov_1() (in module PEPit.examples.potential_functions)
wc_gradient_descent_lyapunov_2() (in module PEPit.examples.potential_functions)
wc_gradient_descent_qg_convex() (in module PEPit.examples.unconstrained_convex_minimization)
wc_gradient_descent_qg_convex_decreasing() (in module PEPit.examples.unconstrained_convex_minimization)
wc_gradient_descent_quadratics() (in module PEPit.examples.unconstrained_convex_minimization)
wc_gradient_exact_line_search() (in module PEPit.examples.unconstrained_convex_minimization)
wc_gradient_flow_convex() (in module PEPit.examples.continuous_time_models)
wc_gradient_flow_strongly_convex() (in module PEPit.examples.continuous_time_models)
wc_halpern_iteration() (in module PEPit.examples.fixed_point_problems)
(in module PEPit.examples.low_dimensional_worst_cases_scenarios)
wc_heavy_ball_momentum() (in module PEPit.examples.unconstrained_convex_minimization)
wc_heavy_ball_momentum_qg_convex() (in module PEPit.examples.unconstrained_convex_minimization)
wc_improved_interior_algorithm() (in module PEPit.examples.composite_convex_minimization)
wc_inconsistent_halpern_iteration() (in module PEPit.examples.fixed_point_problems)
wc_inexact_accelerated_gradient() (in module PEPit.examples.unconstrained_convex_minimization)
wc_inexact_gradient() (in module PEPit.examples.low_dimensional_worst_cases_scenarios)
wc_inexact_gradient_descent() (in module PEPit.examples.unconstrained_convex_minimization)
wc_inexact_gradient_exact_line_search() (in module PEPit.examples.unconstrained_convex_minimization)
wc_information_theoretic() (in module PEPit.examples.unconstrained_convex_minimization)
wc_krasnoselskii_mann_constant_step_sizes() (in module PEPit.examples.fixed_point_problems)
wc_krasnoselskii_mann_increasing_step_sizes() (in module PEPit.examples.fixed_point_problems)
wc_no_lips_1() (in module PEPit.examples.nonconvex_optimization)
wc_no_lips_2() (in module PEPit.examples.nonconvex_optimization)
wc_no_lips_in_bregman_divergence() (in module PEPit.examples.composite_convex_minimization)
wc_no_lips_in_function_value() (in module PEPit.examples.composite_convex_minimization)
wc_optimal_contractive_halpern_iteration() (in module PEPit.examples.fixed_point_problems)
wc_optimal_strongly_monotone_proximal_point() (in module PEPit.examples.monotone_inclusions_variational_inequalities)
wc_optimistic_gradient() (in module PEPit.examples.monotone_inclusions_variational_inequalities)
wc_optimized_gradient() (in module PEPit.examples.low_dimensional_worst_cases_scenarios)
(in module PEPit.examples.unconstrained_convex_minimization)
wc_optimized_gradient_for_gradient() (in module PEPit.examples.unconstrained_convex_minimization)
wc_partially_inexact_douglas_rachford_splitting() (in module PEPit.examples.inexact_proximal_methods)
wc_past_extragradient() (in module PEPit.examples.monotone_inclusions_variational_inequalities)
wc_point_saga() (in module PEPit.examples.stochastic_and_randomized_convex_minimization)
wc_polyak_steps_in_distance_to_optimum() (in module PEPit.examples.adaptive_methods)
wc_polyak_steps_in_function_value() (in module PEPit.examples.adaptive_methods)
wc_proximal_gradient() (in module PEPit.examples.composite_convex_minimization)
wc_proximal_point() (in module PEPit.examples.low_dimensional_worst_cases_scenarios)
(in module PEPit.examples.monotone_inclusions_variational_inequalities)
(in module PEPit.examples.unconstrained_convex_minimization)
wc_randomized_coordinate_descent_smooth_convex() (in module PEPit.examples.stochastic_and_randomized_convex_minimization)
wc_randomized_coordinate_descent_smooth_strongly_convex() (in module PEPit.examples.stochastic_and_randomized_convex_minimization)
wc_relatively_inexact_proximal_point_algorithm() (in module PEPit.examples.inexact_proximal_methods)
wc_robust_momentum() (in module PEPit.examples.unconstrained_convex_minimization)
wc_saga() (in module PEPit.examples.stochastic_and_randomized_convex_minimization)
wc_sgd() (in module PEPit.examples.stochastic_and_randomized_convex_minimization)
wc_sgd_overparametrized() (in module PEPit.examples.stochastic_and_randomized_convex_minimization)
wc_subgradient_method() (in module PEPit.examples.unconstrained_convex_minimization)
wc_subgradient_method_rsi_eb() (in module PEPit.examples.unconstrained_convex_minimization)
wc_three_operator_splitting() (in module PEPit.examples.composite_convex_minimization)
(in module PEPit.examples.monotone_inclusions_variational_inequalities)
wc_triple_momentum() (in module PEPit.examples.unconstrained_convex_minimization)
Wrapper (class in PEPit)
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