Contents:
PEPit
PEPit.constraint
PEPit.examples
PEPit.examples.adaptive_methods
PEPit.examples.adaptive_methods.polyak_steps_in_distance_to_optimum
PEPit.examples.adaptive_methods.polyak_steps_in_function_value
PEPit.examples.composite_convex_minimization
PEPit.examples.composite_convex_minimization.accelerated_douglas_rachford_splitting
PEPit.examples.composite_convex_minimization.accelerated_proximal_gradient
PEPit.examples.composite_convex_minimization.bregman_proximal_point
PEPit.examples.composite_convex_minimization.douglas_rachford_splitting
PEPit.examples.composite_convex_minimization.douglas_rachford_splitting_contraction
PEPit.examples.composite_convex_minimization.frank_wolfe
PEPit.examples.composite_convex_minimization.improved_interior_algorithm
PEPit.examples.composite_convex_minimization.no_lips_in_bregman_divergence
PEPit.examples.composite_convex_minimization.no_lips_in_function_value
PEPit.examples.composite_convex_minimization.proximal_gradient
PEPit.examples.composite_convex_minimization.three_operator_splitting
PEPit.examples.example_template
PEPit.examples.fixed_point_problems
PEPit.examples.fixed_point_problems.halpern_iteration
PEPit.examples.fixed_point_problems.krasnoselskii_mann_constant_step_sizes
PEPit.examples.fixed_point_problems.krasnoselskii_mann_increasing_step_sizes
PEPit.examples.inexact_proximal_methods
PEPit.examples.inexact_proximal_methods.accelerated_inexact_forward_backward
PEPit.examples.inexact_proximal_methods.partially_inexact_douglas_rachford_splitting
PEPit.examples.inexact_proximal_methods.relatively_inexact_proximal_point_algorithm
PEPit.examples.low_dimensional_worst_cases_scenarios
PEPit.examples.low_dimensional_worst_cases_scenarios.inexact_gradient
PEPit.examples.low_dimensional_worst_cases_scenarios.optimized_gradient
PEPit.examples.monotone_inclusions
PEPit.examples.monotone_inclusions.accelerated_proximal_point
PEPit.examples.monotone_inclusions.douglas_rachford_splitting
PEPit.examples.monotone_inclusions.proximal_point
PEPit.examples.monotone_inclusions.three_operator_splitting
PEPit.examples.nonconvex_optimization
PEPit.examples.nonconvex_optimization.gradient_descent
PEPit.examples.nonconvex_optimization.no_lips_1
PEPit.examples.nonconvex_optimization.no_lips_2
PEPit.examples.potential_functions
PEPit.examples.potential_functions.accelerated_gradient_method
PEPit.examples.potential_functions.gradient_descent_lyapunov_1
PEPit.examples.potential_functions.gradient_descent_lyapunov_2
PEPit.examples.stochastic_convex_minimization
PEPit.examples.stochastic_convex_minimization.point_saga
PEPit.examples.stochastic_convex_minimization.saga
PEPit.examples.stochastic_convex_minimization.sgd
PEPit.examples.stochastic_convex_minimization.sgd_overparametrized
PEPit.examples.tutorials
PEPit.examples.tutorials.gradient_descent_contraction
PEPit.examples.unconstrained_convex_minimization
PEPit.examples.unconstrained_convex_minimization.accelerated_gradient_convex
PEPit.examples.unconstrained_convex_minimization.accelerated_gradient_strongly_convex
PEPit.examples.unconstrained_convex_minimization.accelerated_proximal_point
PEPit.examples.unconstrained_convex_minimization.conjugate_gradient
PEPit.examples.unconstrained_convex_minimization.gradient_descent
PEPit.examples.unconstrained_convex_minimization.gradient_exact_line_search
PEPit.examples.unconstrained_convex_minimization.heavy_ball_momentum
PEPit.examples.unconstrained_convex_minimization.inexact_accelerated_gradient
PEPit.examples.unconstrained_convex_minimization.inexact_gradient_descent
PEPit.examples.unconstrained_convex_minimization.inexact_gradient_exact_line_search
PEPit.examples.unconstrained_convex_minimization.information_theoretic_exact_method
PEPit.examples.unconstrained_convex_minimization.optimized_gradient
PEPit.examples.unconstrained_convex_minimization.optimized_gradient_for_gradient
PEPit.examples.unconstrained_convex_minimization.proximal_point
PEPit.examples.unconstrained_convex_minimization.robust_momentum
PEPit.examples.unconstrained_convex_minimization.subgradient_method
PEPit.examples.unconstrained_convex_minimization.triple_momentum
PEPit.expression
PEPit.function
PEPit.functions
PEPit.functions.convex_function
PEPit.functions.convex_indicator
PEPit.functions.convex_lipschitz_function
PEPit.functions.smooth_convex_function
PEPit.functions.smooth_function
PEPit.functions.smooth_strongly_convex_function
PEPit.functions.strongly_convex
PEPit.operators
PEPit.operators.cocoercive
PEPit.operators.lipschitz
PEPit.operators.lipschitz_strongly_monotone
PEPit.operators.monotone
PEPit.operators.strongly_monotone
PEPit.pep
PEPit.point
PEPit.primitive_steps
PEPit.tools
PEPit.tools.dict_operations