Index

B

BaseLagrangianFormulation (class in cooper.lagrangian_formulation)

BaseMultiplier (class in cooper.multipliers)

C

closure() (cooper.problem.ConstrainedMinimizationProblem method) cmp (cooper.lagrangian_formulation.BaseLagrangianFormulation attribute) CMPState (class in cooper.problem) composite_objective() (cooper.lagrangian_formulation.LagrangianFormulation method)

ConstrainedMinimizationProblem (class in cooper.problem) ConstrainedOptimizer (class in cooper.constrained_optimizer) create_state() (cooper.lagrangian_formulation.BaseLagrangianFormulation method) (cooper.problem.Formulation method) custom_backward() (cooper.problem.Formulation method)

D

DenseMultiplier (class in cooper.multipliers)

dual_parameters (cooper.lagrangian_formulation.BaseLagrangianFormulation property) (cooper.problem.Formulation property)

E

eq_multipliers (cooper.lagrangian_formulation.BaseLagrangianFormulation attribute) ExtraAdam (class in cooper.optim)

ExtragradientOptimizer (class in cooper.optim) extrapolation() (cooper.optim.ExtragradientOptimizer method) ExtraSGD (class in cooper.optim)

F

Formulation (class in cooper.problem)

forward() (cooper.multipliers.BaseMultiplier method) (cooper.multipliers.DenseMultiplier method)

G

grad (cooper.multipliers.BaseMultiplier property) (cooper.multipliers.DenseMultiplier property)

I

ineq_multipliers (cooper.lagrangian_formulation.BaseLagrangianFormulation attribute)

is_state_created (cooper.lagrangian_formulation.BaseLagrangianFormulation property) (cooper.problem.Formulation property)

L

LagrangianFormulation (class in cooper.lagrangian_formulation)

P

partial_optimizer() (cooper.optim method) partial_scheduler() (cooper.optim method)

project_() (cooper.multipliers.BaseMultiplier method) (cooper.multipliers.DenseMultiplier method) ProxyLagrangianFormulation (class in cooper.lagrangian_formulation)

S

sanity_checks() (cooper.constrained_optimizer.ConstrainedOptimizer method) shape (cooper.multipliers.BaseMultiplier property) (cooper.multipliers.DenseMultiplier property) state() (cooper.lagrangian_formulation.BaseLagrangianFormulation method) (cooper.problem.Formulation method)

StateLogger (class in cooper.state_logger) step() (cooper.constrained_optimizer.ConstrainedOptimizer method) (cooper.optim.ExtragradientOptimizer method) (cooper.optim.ExtraSGD method) store_metrics() (cooper.state_logger.StateLogger method)

U

unpack_stored_metrics() (cooper.state_logger.StateLogger method)

W

weighted_violation() (cooper.lagrangian_formulation.BaseLagrangianFormulation method)

Z

zero_grad() (cooper.constrained_optimizer.ConstrainedOptimizer method)