Index _ | A | B | C | D | E | F | G | H | I | K | L | M | N | O | P | R | S | T | U | V | X | Y _ __abstractmethods__ (BlackBoxFuncBase attribute) (FMTrainer attribute) (KMTrainer attribute) __add__() (BinaryVariable method) (DiscreteVariable method) (DiscretizationSpec method) (EncodingInfo method) (FlattenedSolution method) (IntegerVariable method) (IterationResult method) (IterationResult.SurrogateModelInfo method) (IterationResult.Timing method) (RealVariable method) (Solution method) (Variable method) __call__() (BlackBoxFuncBase method) __class_getitem__() (AmplifyModel class method) (BlackBoxFuncBase class method) (DiscretizationSpec method) (EncodingInfo method) (FlattenedSolution method) (IterationResult method) (IterationResult.SurrogateModelInfo method) (IterationResult.Timing method) (Optimizer class method) (Solution method) (SurrogateModel class method) __contains__() (DiscretizationSpec method) (EncodingInfo method) (FlattenedSolution method) (IterationResult method) (IterationResult.SurrogateModelInfo method) (IterationResult.Timing method) (Solution method) __dict__ (AmplifyModel attribute) (BinaryVariable attribute) (BlackBoxFuncBase attribute) (BlackBoxFuncBase.Variables attribute) (Dataset attribute) (DiscreteVariable attribute) (FMTrainer attribute) (IntegerVariable attribute) (KMTrainer attribute) (KMTrainer.GramMatrixHandler attribute) (KMTrainer.PolyCoefMatrixHandler attribute) (Optimizer attribute) (RealVariable attribute) (SurrogateModel attribute) (Variable attribute) __eq__() (BinaryVariable method) (DiscreteVariable method) (DiscretizationSpec method) (EncodingInfo method) (FlattenedSolution method) (IntegerVariable method) (IterationResult method) (IterationResult.SurrogateModelInfo method) (IterationResult.Timing method) (RealVariable method) (Solution method) (Variable method) __ge__() (DiscretizationSpec method) (EncodingInfo method) (FlattenedSolution method) (IterationResult method) (IterationResult.SurrogateModelInfo method) (IterationResult.Timing method) (Solution method) __getattr__() (BlackBoxFuncBase.Variables method) __getattribute__() (DiscretizationSpec method) (EncodingInfo method) (FlattenedSolution method) (IterationResult method) (IterationResult.SurrogateModelInfo method) (IterationResult.Timing method) (Solution method) __getitem__() (DiscretizationSpec method) (EncodingInfo method) (FlattenedSolution method) (IterationResult method) (IterationResult.SurrogateModelInfo method) (IterationResult.Timing method) (Solution method) __getnewargs__() (DiscretizationSpec method) (EncodingInfo method) (FlattenedSolution method) (IterationResult method) (IterationResult.SurrogateModelInfo method) (IterationResult.Timing method) (Solution method) __gt__() (DiscretizationSpec method) (EncodingInfo method) (FlattenedSolution method) (IterationResult method) (IterationResult.SurrogateModelInfo method) (IterationResult.Timing method) (Solution method) __hash__() (BinaryVariable method) (DiscreteVariable method) (DiscretizationSpec method) (EncodingInfo method) (FlattenedSolution method) (IntegerVariable method) (IterationResult method) (IterationResult.SurrogateModelInfo method) (IterationResult.Timing method) (RealVariable method) (Solution method) (Variable method) __init__() (AmplifyModel method) (BinaryVariable method) (BlackBoxFuncBase method) (BlackBoxFuncBase.Variables method) (Dataset method) (DiscreteVariable method) (FMTrainer method) (IntegerVariable method) (KMTrainer method) (KMTrainer.GramMatrixHandler method) (KMTrainer.PolyCoefMatrixHandler method) (Optimizer method) (RealVariable method) (SurrogateModel method) (Variable method) __init_subclass__() (AmplifyModel class method) (BlackBoxFuncBase class method) (Optimizer class method) (SurrogateModel class method) __iter__() (Dataset method) (DiscretizationSpec method) (EncodingInfo method) (FlattenedSolution method) (IterationResult method) (IterationResult.SurrogateModelInfo method) (IterationResult.Timing method) (Solution method) __le__() (DiscretizationSpec method) (EncodingInfo method) (FlattenedSolution method) (IterationResult method) (IterationResult.SurrogateModelInfo method) (IterationResult.Timing method) (Solution method) __len__() (BlackBoxFuncBase.Variables method) (Dataset method) (DiscretizationSpec method) (EncodingInfo method) (FlattenedSolution method) (IterationResult method) (IterationResult.SurrogateModelInfo method) (IterationResult.Timing method) (Solution method) __lt__() (DiscretizationSpec method) (EncodingInfo method) (FlattenedSolution method) (IterationResult method) (IterationResult.SurrogateModelInfo method) (IterationResult.Timing method) (Solution method) __match_args__ (DiscretizationSpec attribute) (EncodingInfo attribute) (FlattenedSolution attribute) (IterationResult attribute) (IterationResult.SurrogateModelInfo attribute) (IterationResult.Timing attribute) (Solution attribute) __mul__() (BinaryVariable method) (DiscreteVariable method) (DiscretizationSpec method) (EncodingInfo method) (FlattenedSolution method) (IntegerVariable method) (IterationResult method) (IterationResult.SurrogateModelInfo method) (IterationResult.Timing method) (RealVariable method) (Solution method) (Variable method) __ne__() (BinaryVariable method) (DiscreteVariable method) (DiscretizationSpec method) (EncodingInfo method) (FlattenedSolution method) (IntegerVariable method) (IterationResult method) (IterationResult.SurrogateModelInfo method) (IterationResult.Timing method) (RealVariable method) (Solution method) (Variable method) __neg__() (BinaryVariable method) (DiscreteVariable method) (IntegerVariable method) (RealVariable method) (Variable method) __orig_bases__ (AmplifyModel attribute) (BlackBoxFuncBase attribute) (DiscretizationSpec attribute) (EncodingInfo attribute) (FlattenedSolution attribute) (IterationResult attribute) (IterationResult.SurrogateModelInfo attribute) (IterationResult.Timing attribute) (Optimizer attribute) (Solution attribute) (SurrogateModel attribute) __parameters__ (AmplifyModel attribute) (BlackBoxFuncBase attribute) (Optimizer attribute) (SurrogateModel attribute) __pos__() (BinaryVariable method) (DiscreteVariable method) (IntegerVariable method) (RealVariable method) (Variable method) __pow__() (BinaryVariable method) (DiscreteVariable method) (IntegerVariable method) (RealVariable method) (Variable method) __radd__() (BinaryVariable method) (DiscreteVariable method) (IntegerVariable method) (RealVariable method) (Variable method) __repr__() (BinaryVariable method) (DiscreteVariable method) (DiscretizationSpec method) (EncodingInfo method) (FlattenedSolution method) (IntegerVariable method) (IterationResult method) (IterationResult.SurrogateModelInfo method) (IterationResult.Timing method) (RealVariable method) (Solution method) (Variable method) __rmul__() (BinaryVariable method) (DiscreteVariable method) (DiscretizationSpec method) (EncodingInfo method) (FlattenedSolution method) (IntegerVariable method) (IterationResult method) (IterationResult.SurrogateModelInfo method) (IterationResult.Timing method) (RealVariable method) (Solution method) (Variable method) __rsub__() (BinaryVariable method) (DiscreteVariable method) (IntegerVariable method) (RealVariable method) (Variable method) __slots__ (AmplifyModel attribute) (BlackBoxFuncBase attribute) (DiscretizationSpec attribute) (EncodingInfo attribute) (FlattenedSolution attribute) (FMTrainer attribute) (IterationResult attribute) (IterationResult.SurrogateModelInfo attribute) (IterationResult.Timing attribute) (KMTrainer attribute) (Optimizer attribute) (Solution attribute) (SurrogateModel attribute) __str__() (BinaryVariable method) (DiscreteVariable method) (IntegerVariable method) (RealVariable method) (Variable method) __sub__() (BinaryVariable method) (DiscreteVariable method) (IntegerVariable method) (RealVariable method) (Variable method) __truediv__() (BinaryVariable method) (DiscreteVariable method) (IntegerVariable method) (RealVariable method) (Variable method) __version__ (in module amplify_bbopt) __weakref__ (AmplifyModel attribute) (BinaryVariable attribute) (BlackBoxFuncBase attribute) (BlackBoxFuncBase.Variables attribute) (Dataset attribute) (DiscreteVariable attribute) (FMTrainer attribute) (IntegerVariable attribute) (KMTrainer attribute) (KMTrainer.GramMatrixHandler attribute) (KMTrainer.PolyCoefMatrixHandler attribute) (Optimizer attribute) (RealVariable attribute) (SurrogateModel attribute) (Variable attribute) A add_random_training_data() (Optimizer method) add_solution() (Optimizer method) Amplify (EncodingMethod attribute), [1] amplify (FlattenedSolution attribute), [1] amplify_bbopt module AMPLIFY_BBOPT_LOG_FORMATTER (in module amplify_bbopt) AMPLIFY_BBOPT_LOGGER_NAME (in module amplify_bbopt) amplify_model (Optimizer property) amplify_result (IterationResult attribute), [1] AmplifyModel (class in amplify_bbopt) annealing_best_solution (IterationResult attribute), [1] annealing_new_solution (IterationResult attribute), [1] append() (Dataset method) B batch_size (FMTrainer property) best (Optimizer property) beta (KMTrainer property) BinaryVariable (class in amplify_bbopt) blackbox (FlattenedSolution attribute), [1] (Optimizer property) blackbox() (in module amplify_bbopt) BlackBoxFuncBase (class in amplify_bbopt) BlackBoxFuncBase.Variables (class in amplify_bbopt) bounds (BinaryVariable property) (DiscreteVariable property) (IntegerVariable property) (RealVariable property) (Variable property) C client (AmplifyModel property) coef_matrix_lxx (KMTrainer.PolyCoefMatrixHandler property) coef_matrix_mu (KMTrainer.PolyCoefMatrixHandler property) coef_vector_mu (KMTrainer.PolyCoefMatrixHandler property) coef_vector_sigma (KMTrainer.PolyCoefMatrixHandler property) constraints (AmplifyModel property) (EncodingInfo attribute), [1] corrcoef (IterationResult.SurrogateModelInfo attribute), [1] count() (DiscretizationSpec method) (EncodingInfo method) (FlattenedSolution method) (IterationResult method) (IterationResult.SurrogateModelInfo method) (IterationResult.Timing method) (Solution method) D Dataset (class in amplify_bbopt) decode_values() (in module amplify_bbopt) DiscreteVariable (class in amplify_bbopt) DiscretizationMethod (class in amplify_bbopt) DiscretizationSpec (class in amplify_bbopt) DomainWall (EncodingMethod attribute), [1] E empty() (Dataset class method) encode_constraints() (in module amplify_bbopt) encode_input() (in module amplify_bbopt) encode_variables() (in module amplify_bbopt) encoding (BinaryVariable property) (DiscreteVariable property) (IntegerVariable property) (RealVariable property) (Variable property) encoding_info (Optimizer property) EncodingInfo (class in amplify_bbopt) EncodingMethod (class in amplify_bbopt) epochs (FMTrainer property) evaluate() (BlackBoxFuncBase method) evaluate_objective() (Optimizer method) F fallback (IterationResult.Timing attribute), [1] fallback_solution (IterationResult attribute), [1] fallback_solution() (Optimizer method) find() (Dataset method) find_unique_solution (IterationResult.Timing attribute), [1] find_unique_solution() (Optimizer method) flattened_variables_dict (BlackBoxFuncBase property) FlattenedSolution (class in amplify_bbopt) FMTrainer (class in amplify_bbopt) G gamma (KMTrainer property) H history (Optimizer property) I index() (DiscretizationSpec method) (EncodingInfo method) (FlattenedSolution method) (IterationResult method) (IterationResult.SurrogateModelInfo method) (IterationResult.Timing method) (Solution method) initial_training_data (Optimizer property) IntegerVariable (class in amplify_bbopt) inv_gram_matrix (KMTrainer.GramMatrixHandler property) IterationResult (class in amplify_bbopt) IterationResult.SurrogateModelInfo (class in amplify_bbopt) IterationResult.Timing (class in amplify_bbopt) K KMTrainer (class in amplify_bbopt) KMTrainer.GramMatrixHandler (class in amplify_bbopt) KMTrainer.PolyCoefMatrixHandler (class in amplify_bbopt) L LogUniform (DiscretizationMethod attribute), [1] loss_class (FMTrainer property) low_percentile_corrcoefs (FMTrainer property) (KMTrainer property) lr_scheduler_class (FMTrainer property) lr_scheduler_params (FMTrainer property) M mapping (BlackBoxFuncBase property) (EncodingInfo attribute), [1] method (DiscretizationSpec attribute), [1] minimization (IterationResult.Timing attribute), [1] minimize_surrogate() (Optimizer method) model (FMTrainer property) (KMTrainer property) module amplify_bbopt N name (BinaryVariable property) (BlackBoxFuncBase property) (DiscreteVariable property) (IntegerVariable property) (RealVariable property) (Variable property) num_bins (DiscretizationSpec attribute), [1] num_factors (FMTrainer property) O objective (AmplifyModel property) (Solution attribute), [1] OneHot (EncodingMethod attribute), [1] optimize() (Optimizer method) Optimizer (class in amplify_bbopt) optimizer_class (FMTrainer property) optimizer_params (FMTrainer property) P percentile_cutoffs (FMTrainer property) (KMTrainer property) possible_values (BinaryVariable property) (DiscreteVariable property) (IntegerVariable property) (RealVariable property) (Variable property) R RealVariable (class in amplify_bbopt) reg_param (KMTrainer property) rng (Optimizer property) S s (KMTrainer.GramMatrixHandler property) Solution (class in amplify_bbopt) solve() (AmplifyModel method) sum_vx (KMTrainer.GramMatrixHandler property) surrogate (FlattenedSolution attribute), [1] surrogate_model (Optimizer property) surrogate_model_info (IterationResult attribute), [1] surrogate_training_data (Optimizer property) SurrogateModel (class in amplify_bbopt) T timing (IterationResult attribute), [1] to_poly() (BinaryVariable method) (DiscreteVariable method) (FMTrainer method) (IntegerVariable method) (KMTrainer method) (RealVariable method) (SurrogateModel method) (Variable method) train() (FMTrainer method) (KMTrainer method) (SurrogateModel method) train_data_split_ratio (FMTrainer property) train_surrogate() (Optimizer method) trainer (SurrogateModel property) training (IterationResult.Timing attribute), [1] training_data (Optimizer property) type (BinaryVariable property) (DiscreteVariable property) (IntegerVariable property) (RealVariable property) (Variable property) U Uniform (DiscretizationMethod attribute), [1] update() (KMTrainer.GramMatrixHandler method) (KMTrainer.PolyCoefMatrixHandler method) update_dataset (IterationResult.Timing attribute), [1] update_history (IterationResult.Timing attribute), [1] V v (KMTrainer.GramMatrixHandler property) values (Solution attribute), [1] Variable (class in amplify_bbopt) variables (AmplifyModel property) (BlackBoxFuncBase property) (EncodingInfo attribute), [1] (SurrogateModel property) X x (Dataset property) Y y (Dataset property)