Index _ | A | B | C | D | E | F | G | H | I | J | K | L | M | N | O | P | Q | R | S | T | U | V | W | X | Y _ __init__() (optimagic.optimization.algorithm.Algorithm method) __new__() (optimagic.OptimizeLogReader static method) (optimagic.optimizers.nevergrad_optimizers.Portfolio method) (optimagic.optimizers.nevergrad_optimizers.Wizard method) (optimagic.typing.Direction method) A acquisition_function (optimagic.optimizers.bayesian_optimizer.BayesOpt attribute) add_batch() (optimagic.History method) add_entry() (optimagic.History method) AggregationLevel (class in optimagic.typing) algo_info (optimagic.optimization.algorithm.Algorithm property) Algorithm (class in optimagic.optimization.algorithm) algorithm (optimagic.OptimizeResult attribute), [1] algorithm_output (optimagic.OptimizeResult attribute), [1] allow_duplicate_genes (optimagic.optimizers.pygad_optimizer.Pygad attribute) allow_duplicate_points (optimagic.optimizers.bayesian_optimizer.BayesOpt attribute) alpha (optimagic.optimizers.bayesian_optimizer.BayesOpt attribute) annealing (optimagic.optimizers.nevergrad_optimizers.NevergradOnePlusOne attribute) antismooth (optimagic.optimizers.nevergrad_optimizers.NevergradOnePlusOne attribute) B base_outcome (estimagic.BootstrapResult property) batch_evaluator (optimagic.MultistartOptions attribute), [1] (optimagic.NumdiffOptions attribute), [1] batch_fun() (optimagic.optimization.internal_optimization_problem.InternalOptimizationProblem method) batch_fun_and_jac() (optimagic.optimization.internal_optimization_problem.InternalOptimizationProblem method) batch_jac() (optimagic.optimization.internal_optimization_problem.InternalOptimizationProblem method) batch_size (optimagic.MultistartOptions attribute), [1] (optimagic.optimizers.pygad_optimizer.Pygad attribute) batches (optimagic.History property) BatchEvaluator (class in optimagic.typing) BatchEvaluatorLiteral (in module optimagic.typing) BayesOpt (class in optimagic.optimizers.bayesian_optimizer) BFGSCMA (optimagic.optimizers.nevergrad_optimizers.Portfolio attribute) BFGSCMAPlus (optimagic.optimizers.nevergrad_optimizers.Portfolio attribute) bootstrap() (in module estimagic) BootstrapResult (class in estimagic) Bounds (class in optimagic) bounds (optimagic.optimization.internal_optimization_problem.InternalOptimizationProblem property) C calculate_trustregion_initial_radius() (in module optimagic.utilities) Carola1 (optimagic.optimizers.nevergrad_optimizers.Portfolio attribute) Carola2 (optimagic.optimizers.nevergrad_optimizers.Portfolio attribute) Carola3 (optimagic.optimizers.nevergrad_optimizers.Portfolio attribute) cauchy (optimagic.optimizers.nevergrad_optimizers.NevergradSamplingSearch attribute) check_constraints() (in module optimagic) chol_params_to_lower_triangular_matrix() (in module optimagic.utilities) ci() (estimagic.BootstrapResult method) (estimagic.LikelihoodResult method) (estimagic.MomentsResult method) clipping_value (optimagic.ScalingOptions attribute), [1] CMA (optimagic.optimizers.nevergrad_optimizers.Portfolio attribute) CMA_active (optimagic.optimizers.nevergrad_optimizers.NevergradCMAES attribute) CMA_cmean (optimagic.optimizers.nevergrad_optimizers.NevergradCMAES attribute) CMA_const_trace (optimagic.optimizers.nevergrad_optimizers.NevergradCMAES attribute) CMA_dampsvec_fade (optimagic.optimizers.nevergrad_optimizers.NevergradCMAES attribute) CMA_diagonal (optimagic.optimizers.nevergrad_optimizers.NevergradCMAES attribute) CMA_diagonal_decoding (optimagic.optimizers.nevergrad_optimizers.NevergradCMAES attribute) CMA_mirrormethod (optimagic.optimizers.nevergrad_optimizers.NevergradCMAES attribute) CMA_on (optimagic.optimizers.nevergrad_optimizers.NevergradCMAES attribute) CMA_rankmu (optimagic.optimizers.nevergrad_optimizers.NevergradCMAES attribute) CMA_rankone (optimagic.optimizers.nevergrad_optimizers.NevergradCMAES attribute) CMandAS2 (optimagic.optimizers.nevergrad_optimizers.Portfolio attribute) CMandAS3 (optimagic.optimizers.nevergrad_optimizers.Portfolio attribute) cognitive (optimagic.optimizers.nevergrad_optimizers.NevergradPSO attribute) cognitive_weight (optimagic.optimizers.gfo_optimizers.GFOParticleSwarmOptimization attribute) CONSTRAINTS_ABSOLUTE_TOLERANCE (in module optimagic.optimization.algo_options) CONTINUE (optimagic.typing.ErrorHandling attribute) CONVERGENCE_FTOL_ABS (in module optimagic.optimization.algo_options) convergence_ftol_abs (optimagic.optimizers.nevergrad_optimizers.NevergradCMAES attribute) CONVERGENCE_FTOL_REL (in module optimagic.optimization.algo_options) convergence_ftol_rel (optimagic.optimizers.nevergrad_optimizers.NevergradCMAES attribute) (optimagic.optimizers.scipy_optimizers.ScipyLBFGSB attribute) CONVERGENCE_GENERATIONS_NOIMPROVE (in module optimagic.optimization.algo_options) convergence_generations_noimprove (optimagic.optimizers.pygad_optimizer.Pygad attribute) CONVERGENCE_GTOL_ABS (in module optimagic.optimization.algo_options) convergence_gtol_abs (optimagic.optimizers.scipy_optimizers.ScipyLBFGSB attribute) CONVERGENCE_GTOL_REL (in module optimagic.optimization.algo_options) CONVERGENCE_GTOL_SCALED (in module optimagic.optimization.algo_options) convergence_iter_noimprove (optimagic.optimizers.nevergrad_optimizers.NevergradCMAES attribute) convergence_max_discoveries (optimagic.MultistartOptions attribute), [1] convergence_plot() (in module optimagic) convergence_relative_params_tolerance (optimagic.MultistartOptions attribute) convergence_report (optimagic.OptimizeResult attribute), [1] CONVERGENCE_SECOND_BEST_FTOL_ABS (in module optimagic.optimization.algo_options) CONVERGENCE_SECOND_BEST_XTOL_ABS (in module optimagic.optimization.algo_options) CONVERGENCE_TARGET_VALUE (in module optimagic.optimization.algo_options) convergence_target_value (optimagic.optimizers.pygad_optimizer.Pygad attribute) CONVERGENCE_XTOL_ABS (in module optimagic.optimization.algo_options) convergence_xtol_abs (optimagic.optimizers.nevergrad_optimizers.NevergradCMAES attribute) CONVERGENCE_XTOL_REL (in module optimagic.optimization.algo_options) convergence_xtol_rel (optimagic.MultistartOptions attribute), [1] converter (optimagic.optimization.internal_optimization_problem.InternalOptimizationProblem property) count_free_params() (in module optimagic) cov() (estimagic.BootstrapResult method) (estimagic.LikelihoodResult method) (estimagic.MomentsResult method) cov_matrix_to_params() (in module optimagic.utilities) cov_matrix_to_sdcorr_params() (in module optimagic.utilities) cov_params_to_matrix() (in module optimagic.utilities) cov_to_sds_and_corr() (in module optimagic.utilities) create_engine() (optimagic.SQLiteLogOptions method) criterion (optimagic.History property) (optimagic.OptimizeResult property) (optimagic.typing.IterationHistory attribute) criterion_plot() (in module optimagic) crossover (optimagic.optimizers.nevergrad_optimizers.NevergradDifferentialEvolution attribute) (optimagic.optimizers.nevergrad_optimizers.NevergradOnePlusOne attribute) crossover_probability (optimagic.optimizers.pygad_optimizer.Pygad attribute) crossover_rate (optimagic.optimizers.gfo_optimizers.GFODifferentialEvolution attribute) (optimagic.optimizers.gfo_optimizers.GFOEvolutionStrategy attribute) (optimagic.optimizers.gfo_optimizers.GFOGeneticAlgorithm attribute) crossover_type (optimagic.optimizers.nevergrad_optimizers.NevergradOnePlusOne attribute) (optimagic.optimizers.pygad_optimizer.Pygad attribute) CSA_dampfac (optimagic.optimizers.nevergrad_optimizers.NevergradCMAES attribute) CSA_squared (optimagic.optimizers.nevergrad_optimizers.NevergradCMAES attribute) CSEC (optimagic.optimizers.nevergrad_optimizers.Wizard attribute) CSEC10 (optimagic.optimizers.nevergrad_optimizers.Wizard attribute) CSEC11 (optimagic.optimizers.nevergrad_optimizers.Wizard attribute) D decay_rate (optimagic.optimizers.gfo_optimizers.GFOSpiralOptimization attribute) DecreasingConstraint (class in optimagic) derivative (optimagic.NonlinearConstraint attribute), [1] diagonal (optimagic.optimizers.nevergrad_optimizers.NevergradCMAES attribute) dict_of_lists_to_list_of_dicts() (in module optimagic.utilities) DictLikeAccess (class in optimagic.typing) dimension_to_number_of_triangular_elements() (in module optimagic.utilities) Direction (class in optimagic.typing) direction (optimagic.optimization.internal_optimization_problem.InternalOptimizationProblem property) (optimagic.OptimizeResult attribute), [1] DirectionLiteral (in module optimagic.typing) E elitist (optimagic.optimizers.nevergrad_optimizers.NevergradCMAES attribute) enable_sdr (optimagic.optimizers.bayesian_optimizer.BayesOpt attribute) EqualityConstraint (class in optimagic) error_handling (optimagic.MultistartOptions attribute), [1] ErrorHandling (class in optimagic.typing) ErrorHandlingLiteral (in module optimagic.typing) estimate_ml() (in module estimagic) estimate_msm() (in module estimagic) estimation_table() (in module estimagic) eval_final_mean (optimagic.optimizers.nevergrad_optimizers.NevergradCMAES attribute) EvalTask (class in optimagic.typing) EXPLORATION (optimagic.typing.EvalTask attribute) exploration (optimagic.typing.MultiStartIterationHistory attribute), [1] exploration_decay (optimagic.optimizers.bayesian_optimizer.BayesOpt attribute) exploration_decay_delay (optimagic.optimizers.bayesian_optimizer.BayesOpt attribute) exploration_error_handling (optimagic.MultistartOptions attribute) exploration_fun() (optimagic.optimization.internal_optimization_problem.InternalOptimizationProblem method) F F1 (optimagic.optimizers.nevergrad_optimizers.NevergradDifferentialEvolution attribute) F2 (optimagic.optimizers.nevergrad_optimizers.NevergradDifferentialEvolution attribute) F2SQPCMA (optimagic.optimizers.nevergrad_optimizers.Portfolio attribute) F3SQPCMA (optimagic.optimizers.nevergrad_optimizers.Portfolio attribute) fast_cmaes (optimagic.optimizers.nevergrad_optimizers.NevergradCMAES attribute) fast_numpy_full() (in module optimagic.utilities) first_derivative() (in module optimagic) FixedConstraint (class in optimagic) flat_param_names (optimagic.History property) flat_params (optimagic.History property) FlatCovConstraint (class in optimagic) FlatSDCorrConstraint (class in optimagic) ForceMultiCobyla (optimagic.optimizers.nevergrad_optimizers.Portfolio attribute) FSQPCMA (optimagic.optimizers.nevergrad_optimizers.Portfolio attribute) fun (optimagic.History property) (optimagic.optimization.algorithm.InternalOptimizeResult attribute) (optimagic.OptimizeResult attribute), [1] FUN (optimagic.typing.EvalTask attribute) fun (optimagic.typing.IterationHistory attribute) fun() (optimagic.optimization.internal_optimization_problem.InternalOptimizationProblem method) FUN_AND_JAC (optimagic.typing.EvalTask attribute) fun_and_jac() (optimagic.optimization.internal_optimization_problem.InternalOptimizationProblem method) fun_data() (optimagic.History method) func (optimagic.NonlinearConstraint attribute), [1] G gene_constraint (optimagic.optimizers.pygad_optimizer.Pygad attribute) get_benchmark_problems() (in module optimagic) get_moments_cov() (in module estimagic) get_population_size() (in module optimagic.optimization.algo_options) get_rng() (in module optimagic.utilities) GFODifferentialEvolution (class in optimagic.optimizers.gfo_optimizers) GFOEvolutionStrategy (class in optimagic.optimizers.gfo_optimizers) GFOGeneticAlgorithm (class in optimagic.optimizers.gfo_optimizers) GFOParallelTempering (class in optimagic.optimizers.gfo_optimizers) GFOParticleSwarmOptimization (class in optimagic.optimizers.gfo_optimizers) GFOSpiralOptimization (class in optimagic.optimizers.gfo_optimizers) GtOneFloat (in module optimagic.typing) H hash_array() (in module optimagic.utilities) hess (optimagic.optimization.algorithm.InternalOptimizeResult attribute) (optimagic.OptimizeResult attribute) hess_inv (optimagic.optimization.algorithm.InternalOptimizeResult attribute) (optimagic.OptimizeResult attribute) hessian (estimagic.LikelihoodResult property) high_speed (optimagic.optimizers.nevergrad_optimizers.NevergradCMAES attribute) (optimagic.optimizers.nevergrad_optimizers.NevergradDifferentialEvolution attribute) History (class in optimagic) history (optimagic.optimization.algorithm.InternalOptimizeResult attribute) (optimagic.optimization.internal_optimization_problem.InternalOptimizationProblem property) (optimagic.OptimizeResult attribute), [1] (optimagic.typing.MultiStartIterationHistory attribute), [1] I IminuitMigrad (class in optimagic.optimizers.iminuit_migrad) IncreasingConstraint (class in optimagic) inertia (optimagic.optimizers.gfo_optimizers.GFOParticleSwarmOptimization attribute) (optimagic.optimizers.nevergrad_optimizers.NevergradPSO attribute) info (optimagic.optimization.algorithm.InternalOptimizeResult attribute) init_budget (optimagic.optimizers.nevergrad_optimizers.NevergradBayesOptim attribute) init_points (optimagic.optimizers.bayesian_optimizer.BayesOpt attribute) initial_popsize (optimagic.optimizers.nevergrad_optimizers.NevergradEMNA attribute) (optimagic.optimizers.nevergrad_optimizers.NevergradTBPSA attribute) initial_population (optimagic.optimizers.pygad_optimizer.Pygad attribute) initialization (optimagic.optimizers.nevergrad_optimizers.NevergradDifferentialEvolution attribute) InternalOptimizationProblem (class in optimagic.optimization.internal_optimization_problem) InternalOptimizeResult (class in optimagic.optimization.algorithm) invariant_path (optimagic.optimizers.nevergrad_optimizers.NevergradCMAES attribute) is_accepted (optimagic.History property) isotropic (optimagic.optimizers.nevergrad_optimizers.NevergradEMNA attribute) isscalar() (in module optimagic.utilities) items() (optimagic.typing.DictLikeAccess method) IterationHistory (class in optimagic.typing) J jac (optimagic.optimization.algorithm.InternalOptimizeResult attribute) (optimagic.OptimizeResult attribute) JAC (optimagic.typing.EvalTask attribute) jac() (optimagic.optimization.internal_optimization_problem.InternalOptimizationProblem method) jacobian (estimagic.LikelihoodResult property) (estimagic.MomentsResult property) joblib_batch_evaluator() (in module optimagic.batch_evaluators) K K_tournament (optimagic.optimizers.pygad_optimizer.Pygad attribute) kappa (optimagic.optimizers.bayesian_optimizer.BayesOpt attribute) keep_elitism (optimagic.optimizers.pygad_optimizer.Pygad attribute) keep_parents (optimagic.optimizers.pygad_optimizer.Pygad attribute) keys() (optimagic.typing.DictLikeAccess method) L LEAST_SQUARES (optimagic.typing.AggregationLevel attribute) LIKELIHOOD (optimagic.typing.AggregationLevel attribute) LikelihoodResult (class in estimagic) LIMITED_MEMORY_STORAGE_LENGTH (in module optimagic.optimization.algo_options) limited_memory_storage_length (optimagic.optimizers.scipy_optimizers.ScipyLBFGSB attribute) linear_constraints (optimagic.optimization.internal_optimization_problem.InternalOptimizationProblem property) LinearConstraint (class in optimagic) list_of_dicts_to_dict_of_lists() (in module optimagic.utilities) local_histories (optimagic.typing.MultiStartIterationHistory attribute), [1] LogBFGSCMA (optimagic.optimizers.nevergrad_optimizers.Portfolio attribute) LogBFGSCMAPlus (optimagic.optimizers.nevergrad_optimizers.Portfolio attribute) logger (optimagic.optimization.internal_optimization_problem.InternalOptimizationProblem property) (optimagic.OptimizeResult attribute) LogMultiBFGS (optimagic.optimizers.nevergrad_optimizers.Portfolio attribute) LogMultiBFGSPlus (optimagic.optimizers.nevergrad_optimizers.Portfolio attribute) LogSQPCMA (optimagic.optimizers.nevergrad_optimizers.Portfolio attribute) LogSQPCMAPlus (optimagic.optimizers.nevergrad_optimizers.Portfolio attribute) lollipop_plot() (in module estimagic) lower (optimagic.Bounds attribute) lower_bound (optimagic.LinearConstraint attribute), [1] (optimagic.NonlinearConstraint attribute), [1] M magnitude (optimagic.ScalingOptions attribute), [1] max_constraint_violation (optimagic.optimization.algorithm.InternalOptimizeResult attribute) (optimagic.OptimizeResult attribute) MAX_LINE_SEARCH_STEPS (in module optimagic.optimization.algo_options) max_line_search_steps (optimagic.optimizers.scipy_optimizers.ScipyLBFGSB attribute) MAXIMIZE (optimagic.typing.Direction attribute) maximize() (in module optimagic) MEDA (optimagic.optimizers.nevergrad_optimizers.Portfolio attribute) message (optimagic.optimization.algorithm.InternalOptimizeResult attribute) (optimagic.OptimizeResult attribute), [1] MetaCMA (optimagic.optimizers.nevergrad_optimizers.Portfolio attribute) method (optimagic.NumdiffOptions attribute), [1] (optimagic.ScalingOptions attribute), [1] middle_point (optimagic.optimizers.nevergrad_optimizers.NevergradRandomSearch attribute) (optimagic.optimizers.nevergrad_optimizers.NevergradSamplingSearch attribute) min_steps (optimagic.NumdiffOptions attribute), [1] MINIMIZE (optimagic.typing.Direction attribute) minimize() (in module optimagic) minimizer() (in module optimagic.mark) mixing_weight_bounds (optimagic.MultistartOptions attribute), [1] mixing_weight_method (optimagic.MultistartOptions attribute), [1] module optimagic.batch_evaluators optimagic.optimization.algo_options optimagic.typing optimagic.utilities MomentsResult (class in estimagic) monotone_fun (optimagic.History property) MPCEDA (optimagic.optimizers.nevergrad_optimizers.Portfolio attribute) MultiBFGS (optimagic.optimizers.nevergrad_optimizers.Portfolio attribute) MultiBFGSPlus (optimagic.optimizers.nevergrad_optimizers.Portfolio attribute) MultiCobyla (optimagic.optimizers.nevergrad_optimizers.Portfolio attribute) MultiCobylaPlus (optimagic.optimizers.nevergrad_optimizers.Portfolio attribute) MultiDiscrete (optimagic.optimizers.nevergrad_optimizers.Portfolio attribute) MultiSQP (optimagic.optimizers.nevergrad_optimizers.Portfolio attribute) MultiSQPPlus (optimagic.optimizers.nevergrad_optimizers.Portfolio attribute) multistart_info (optimagic.optimization.algorithm.InternalOptimizeResult attribute) (optimagic.OptimizeResult attribute), [1] MultiStartIterationHistory (class in optimagic.typing) MultistartOptions (class in optimagic) mutation (optimagic.optimizers.nevergrad_optimizers.NevergradOnePlusOne attribute) (optimagic.optimizers.pygad_optimizer.Pygad attribute) mutation_rate (optimagic.optimizers.gfo_optimizers.GFODifferentialEvolution attribute) (optimagic.optimizers.gfo_optimizers.GFOEvolutionStrategy attribute) (optimagic.optimizers.gfo_optimizers.GFOGeneticAlgorithm attribute) N n_components (optimagic.optimizers.nevergrad_optimizers.NevergradBayesOptim attribute) n_cores (optimagic.MultistartOptions attribute), [1] (optimagic.NumdiffOptions attribute), [1] (optimagic.optimizers.nevergrad_optimizers.NevergradBayesOptim attribute) (optimagic.optimizers.nevergrad_optimizers.NevergradCGA attribute) (optimagic.optimizers.nevergrad_optimizers.NevergradCMAES attribute) (optimagic.optimizers.nevergrad_optimizers.NevergradDifferentialEvolution attribute) (optimagic.optimizers.nevergrad_optimizers.NevergradEDA attribute) (optimagic.optimizers.nevergrad_optimizers.NevergradEMNA attribute) (optimagic.optimizers.nevergrad_optimizers.NevergradOnePlusOne attribute) (optimagic.optimizers.nevergrad_optimizers.NevergradPortfolio attribute) (optimagic.optimizers.nevergrad_optimizers.NevergradPSO attribute) (optimagic.optimizers.nevergrad_optimizers.NevergradRandomSearch attribute) (optimagic.optimizers.nevergrad_optimizers.NevergradSamplingSearch attribute) (optimagic.optimizers.nevergrad_optimizers.NevergradTBPSA attribute) (optimagic.optimizers.nevergrad_optimizers.NevergradWizard attribute) (optimagic.optimizers.pygad_optimizer.Pygad attribute) n_criterion_evaluations (optimagic.OptimizeResult property) n_derivative_evaluations (optimagic.OptimizeResult property) n_free (optimagic.OptimizeResult attribute), [1] n_fun_evals (optimagic.optimization.algorithm.InternalOptimizeResult attribute) (optimagic.OptimizeResult attribute), [1] n_hess_evals (optimagic.optimization.algorithm.InternalOptimizeResult attribute) (optimagic.OptimizeResult attribute) n_iter (optimagic.optimizers.bayesian_optimizer.BayesOpt attribute) n_iter_swap (optimagic.optimizers.gfo_optimizers.GFOParallelTempering attribute) n_iterations (optimagic.optimization.algorithm.InternalOptimizeResult attribute) (optimagic.OptimizeResult attribute), [1] n_jac_evals (optimagic.optimization.algorithm.InternalOptimizeResult attribute) (optimagic.OptimizeResult attribute), [1] n_offsprings (optimagic.optimizers.gfo_optimizers.GFOGeneticAlgorithm attribute) n_parents (optimagic.optimizers.gfo_optimizers.GFOGeneticAlgorithm attribute) N_RESTARTS (in module optimagic.optimization.algo_options) n_restarts (optimagic.optimizers.bayesian_optimizer.BayesOpt attribute) (optimagic.optimizers.iminuit_migrad.IminuitMigrad attribute) n_samples (optimagic.MultistartOptions attribute), [1] name (optimagic.optimization.algorithm.Algorithm attribute) NegativeFloat (in module optimagic.typing) NevergradBayesOptim (class in optimagic.optimizers.nevergrad_optimizers) NevergradCGA (class in optimagic.optimizers.nevergrad_optimizers) NevergradCMAES (class in optimagic.optimizers.nevergrad_optimizers) NevergradDifferentialEvolution (class in optimagic.optimizers.nevergrad_optimizers) NevergradEDA (class in optimagic.optimizers.nevergrad_optimizers) NevergradEMNA (class in optimagic.optimizers.nevergrad_optimizers) NevergradOnePlusOne (class in optimagic.optimizers.nevergrad_optimizers) NevergradPortfolio (class in optimagic.optimizers.nevergrad_optimizers) NevergradPSO (class in optimagic.optimizers.nevergrad_optimizers) NevergradRandomSearch (class in optimagic.optimizers.nevergrad_optimizers) NevergradSamplingSearch (class in optimagic.optimizers.nevergrad_optimizers) NevergradTBPSA (class in optimagic.optimizers.nevergrad_optimizers) NevergradWizard (class in optimagic.optimizers.nevergrad_optimizers) nfev (optimagic.OptimizeResult property) NgDS (optimagic.optimizers.nevergrad_optimizers.Wizard attribute) NgDS2 (optimagic.optimizers.nevergrad_optimizers.Wizard attribute) NGDSRW (optimagic.optimizers.nevergrad_optimizers.Wizard attribute) NgIoh10 (optimagic.optimizers.nevergrad_optimizers.Wizard attribute) NgIoh11 (optimagic.optimizers.nevergrad_optimizers.Wizard attribute) NgIoh12 (optimagic.optimizers.nevergrad_optimizers.Wizard attribute) NgIoh12b (optimagic.optimizers.nevergrad_optimizers.Wizard attribute) NgIoh13 (optimagic.optimizers.nevergrad_optimizers.Wizard attribute) NgIoh13b (optimagic.optimizers.nevergrad_optimizers.Wizard attribute) NgIoh14 (optimagic.optimizers.nevergrad_optimizers.Wizard attribute) NgIoh14b (optimagic.optimizers.nevergrad_optimizers.Wizard attribute) NgIoh15 (optimagic.optimizers.nevergrad_optimizers.Wizard attribute) NgIoh15b (optimagic.optimizers.nevergrad_optimizers.Wizard attribute) NgIoh16 (optimagic.optimizers.nevergrad_optimizers.Wizard attribute) NgIoh17 (optimagic.optimizers.nevergrad_optimizers.Wizard attribute) NgIoh18 (optimagic.optimizers.nevergrad_optimizers.Wizard attribute) NgIoh19 (optimagic.optimizers.nevergrad_optimizers.Wizard attribute) NgIoh2 (optimagic.optimizers.nevergrad_optimizers.Wizard attribute) NgIoh20 (optimagic.optimizers.nevergrad_optimizers.Wizard attribute) NgIoh21 (optimagic.optimizers.nevergrad_optimizers.Wizard attribute) NgIoh3 (optimagic.optimizers.nevergrad_optimizers.Wizard attribute) NgIoh4 (optimagic.optimizers.nevergrad_optimizers.Wizard attribute) NgIoh5 (optimagic.optimizers.nevergrad_optimizers.Wizard attribute) NgIoh6 (optimagic.optimizers.nevergrad_optimizers.Wizard attribute) NgIoh7 (optimagic.optimizers.nevergrad_optimizers.Wizard attribute) NgIoh8 (optimagic.optimizers.nevergrad_optimizers.Wizard attribute) NgIoh9 (optimagic.optimizers.nevergrad_optimizers.Wizard attribute) NgIohRW2 (optimagic.optimizers.nevergrad_optimizers.Wizard attribute) NgIohTuned (optimagic.optimizers.nevergrad_optimizers.Wizard attribute) NGO (optimagic.optimizers.nevergrad_optimizers.Wizard attribute) NGOpt (optimagic.optimizers.nevergrad_optimizers.Wizard attribute) NGOpt10 (optimagic.optimizers.nevergrad_optimizers.Wizard attribute) NGOpt12 (optimagic.optimizers.nevergrad_optimizers.Wizard attribute) NGOpt13 (optimagic.optimizers.nevergrad_optimizers.Wizard attribute) NGOpt14 (optimagic.optimizers.nevergrad_optimizers.Wizard attribute) NGOpt15 (optimagic.optimizers.nevergrad_optimizers.Wizard attribute) NGOpt16 (optimagic.optimizers.nevergrad_optimizers.Wizard attribute) NGOpt21 (optimagic.optimizers.nevergrad_optimizers.Wizard attribute) NGOpt36 (optimagic.optimizers.nevergrad_optimizers.Wizard attribute) NGOpt38 (optimagic.optimizers.nevergrad_optimizers.Wizard attribute) NGOpt39 (optimagic.optimizers.nevergrad_optimizers.Wizard attribute) NGOpt4 (optimagic.optimizers.nevergrad_optimizers.Wizard attribute) NGOpt8 (optimagic.optimizers.nevergrad_optimizers.Wizard attribute) NGOptF (optimagic.optimizers.nevergrad_optimizers.Wizard attribute) NGOptF2 (optimagic.optimizers.nevergrad_optimizers.Wizard attribute) NGOptF3 (optimagic.optimizers.nevergrad_optimizers.Wizard attribute) NGOptF5 (optimagic.optimizers.nevergrad_optimizers.Wizard attribute) NGOptRW (optimagic.optimizers.nevergrad_optimizers.Wizard attribute) nhev (optimagic.OptimizeResult property) nit (optimagic.OptimizeResult property) njev (optimagic.OptimizeResult property) noise_handling (optimagic.optimizers.nevergrad_optimizers.NevergradEMNA attribute) (optimagic.optimizers.nevergrad_optimizers.NevergradOnePlusOne attribute) (optimagic.optimizers.nevergrad_optimizers.NevergradTBPSA attribute) NoisyBandit (optimagic.optimizers.nevergrad_optimizers.Portfolio attribute) nonlinear_constraints (optimagic.optimization.internal_optimization_problem.InternalOptimizationProblem property) NonlinearConstraint (class in optimagic) NonNegativeFloat (in module optimagic.typing) NonNegativeInt (in module optimagic.typing) num_generations (optimagic.optimizers.pygad_optimizer.Pygad attribute) num_parents (optimagic.optimizers.nevergrad_optimizers.NevergradCMAES attribute) num_parents_mating (optimagic.optimizers.pygad_optimizer.Pygad attribute) number_of_triangular_elements_to_dimension() (in module optimagic.utilities) NumdiffOptions (class in optimagic) O opposition_mode (optimagic.optimizers.nevergrad_optimizers.NevergradRandomSearch attribute) optimagic.batch_evaluators module optimagic.optimization.algo_options module optimagic.typing module optimagic.utilities module optimization_error_handling (optimagic.MultistartOptions attribute) optimize_result (estimagic.LikelihoodResult property) (estimagic.MomentsResult property) OptimizeLogReader (class in optimagic) optimizer (optimagic.optimizers.nevergrad_optimizers.NevergradPortfolio attribute) (optimagic.optimizers.nevergrad_optimizers.NevergradWizard attribute) OptimizeResult (class in optimagic) outcomes (estimagic.BootstrapResult property) P p_values() (estimagic.BootstrapResult method) (estimagic.LikelihoodResult method) (estimagic.MomentsResult method) PairwiseEqualityConstraint (class in optimagic) params (estimagic.LikelihoodResult property) (estimagic.MomentsResult property) (optimagic.History property) (optimagic.OptimizeResult attribute), [1] (optimagic.typing.IterationHistory attribute), [1] params_data() (optimagic.History method) params_plot() (in module optimagic) parent_selection_type (optimagic.optimizers.pygad_optimizer.Pygad attribute) path (optimagic.SQLiteLogOptions property) pathos_mp_batch_evaluator() (in module optimagic.batch_evaluators) pca (optimagic.optimizers.nevergrad_optimizers.NevergradBayesOptim attribute) PCEDA (optimagic.optimizers.nevergrad_optimizers.Portfolio attribute) population_size (optimagic.optimizers.gfo_optimizers.GFODifferentialEvolution attribute) (optimagic.optimizers.gfo_optimizers.GFOEvolutionStrategy attribute) (optimagic.optimizers.gfo_optimizers.GFOGeneticAlgorithm attribute) (optimagic.optimizers.gfo_optimizers.GFOParallelTempering attribute) (optimagic.optimizers.gfo_optimizers.GFOParticleSwarmOptimization attribute) (optimagic.optimizers.gfo_optimizers.GFOSpiralOptimization attribute) (optimagic.optimizers.nevergrad_optimizers.NevergradCMAES attribute) (optimagic.optimizers.nevergrad_optimizers.NevergradDifferentialEvolution attribute) (optimagic.optimizers.nevergrad_optimizers.NevergradPSO attribute) (optimagic.optimizers.pygad_optimizer.Pygad attribute) population_size_adaptation (optimagic.optimizers.nevergrad_optimizers.NevergradEMNA attribute) Portfolio (class in optimagic.optimizers.nevergrad_optimizers) PositiveFloat (in module optimagic.typing) PositiveInt (in module optimagic.typing) ProbabilityConstraint (class in optimagic) ProbabilityFloat (in module optimagic.typing) process_batch_evaluator() (in module optimagic.batch_evaluators) profile_plot() (in module optimagic) prop_doe_factor (optimagic.optimizers.nevergrad_optimizers.NevergradBayesOptim attribute) propose_alternatives() (in module optimagic.utilities) Pygad (class in optimagic.optimizers.pygad_optimizer) Q quasi_opp_init (optimagic.optimizers.nevergrad_optimizers.NevergradPSO attribute) R RAISE (optimagic.typing.ErrorHandling attribute) RAISE_STRICT (optimagic.typing.ErrorHandling attribute) rand_rest_p (optimagic.optimizers.gfo_optimizers.GFOEvolutionStrategy attribute) (optimagic.optimizers.gfo_optimizers.GFOParallelTempering attribute) (optimagic.optimizers.gfo_optimizers.GFOParticleSwarmOptimization attribute) (optimagic.optimizers.gfo_optimizers.GFOSpiralOptimization attribute) random_init (optimagic.optimizers.nevergrad_optimizers.NevergradCMAES attribute) read_pickle() (in module optimagic.utilities) recommendation (optimagic.optimizers.nevergrad_optimizers.NevergradDifferentialEvolution attribute) recommendation_rule (optimagic.optimizers.nevergrad_optimizers.NevergradRandomSearch attribute) (optimagic.optimizers.nevergrad_optimizers.NevergradSamplingSearch attribute) regularization (optimagic.FlatCovConstraint attribute), [1] (optimagic.FlatSDCorrConstraint attribute), [1] render_html() (in module estimagic) render_latex() (in module estimagic) rescaled (optimagic.optimizers.nevergrad_optimizers.NevergradSamplingSearch attribute) robust_cholesky() (in module optimagic.utilities) robust_inverse() (in module optimagic.utilities) rotation (optimagic.optimizers.nevergrad_optimizers.NevergradOnePlusOne attribute) roulette_size (optimagic.optimizers.nevergrad_optimizers.NevergradOnePlusOne attribute) run_benchmark() (in module optimagic) runtime (optimagic.History property) (optimagic.typing.IterationHistory attribute) S sample (optimagic.MultistartOptions attribute), [1] sample_size (optimagic.optimizers.pygad_optimizer.Pygad attribute) sampler (optimagic.optimizers.nevergrad_optimizers.NevergradRandomSearch attribute) (optimagic.optimizers.nevergrad_optimizers.NevergradSamplingSearch attribute) sampling_distribution (optimagic.MultistartOptions attribute), [1] sampling_method (optimagic.MultistartOptions attribute), [1] SCALAR (optimagic.typing.AggregationLevel attribute) scale (optimagic.optimizers.nevergrad_optimizers.NevergradCMAES attribute) (optimagic.optimizers.nevergrad_optimizers.NevergradDifferentialEvolution attribute) (optimagic.optimizers.nevergrad_optimizers.NevergradRandomSearch attribute) (optimagic.optimizers.nevergrad_optimizers.NevergradSamplingSearch attribute) scaling_factor (optimagic.NumdiffOptions attribute), [1] ScalingOptions (class in optimagic) ScipyLBFGSB (class in optimagic.optimizers.scipy_optimizers) scrambled (optimagic.optimizers.nevergrad_optimizers.NevergradSamplingSearch attribute) sdcorr_params_to_matrix() (in module optimagic.utilities) sdcorr_params_to_sds_and_corr() (in module optimagic.utilities) sdr_eta (optimagic.optimizers.bayesian_optimizer.BayesOpt attribute) sdr_gamma_osc (optimagic.optimizers.bayesian_optimizer.BayesOpt attribute) sdr_gamma_pan (optimagic.optimizers.bayesian_optimizer.BayesOpt attribute) sdr_minimum_window (optimagic.optimizers.bayesian_optimizer.BayesOpt attribute) sds_and_corr_to_cov() (in module optimagic.utilities) se() (estimagic.BootstrapResult method) (estimagic.LikelihoodResult method) (estimagic.MomentsResult method) second_derivative() (in module optimagic) seed (optimagic.MultistartOptions attribute), [1] (optimagic.optimizers.bayesian_optimizer.BayesOpt attribute) (optimagic.optimizers.nevergrad_optimizers.NevergradBayesOptim attribute) (optimagic.optimizers.nevergrad_optimizers.NevergradCGA attribute) (optimagic.optimizers.nevergrad_optimizers.NevergradCMAES attribute) (optimagic.optimizers.nevergrad_optimizers.NevergradDifferentialEvolution attribute) (optimagic.optimizers.nevergrad_optimizers.NevergradEDA attribute) (optimagic.optimizers.nevergrad_optimizers.NevergradEMNA attribute) (optimagic.optimizers.nevergrad_optimizers.NevergradOnePlusOne attribute) (optimagic.optimizers.nevergrad_optimizers.NevergradPortfolio attribute) (optimagic.optimizers.nevergrad_optimizers.NevergradPSO attribute) (optimagic.optimizers.nevergrad_optimizers.NevergradSamplingSearch attribute) (optimagic.optimizers.nevergrad_optimizers.NevergradTBPSA attribute) (optimagic.optimizers.nevergrad_optimizers.NevergradWizard attribute) (optimagic.optimizers.pygad_optimizer.Pygad attribute) selector (optimagic.DecreasingConstraint attribute) (optimagic.EqualityConstraint attribute) (optimagic.FixedConstraint attribute) (optimagic.FlatCovConstraint attribute) (optimagic.FlatSDCorrConstraint attribute) (optimagic.IncreasingConstraint attribute) (optimagic.LinearConstraint attribute) (optimagic.NonlinearConstraint attribute) (optimagic.ProbabilityConstraint attribute) selector() (optimagic.DecreasingConstraint method) (optimagic.EqualityConstraint method) (optimagic.FixedConstraint method) (optimagic.FlatCovConstraint method) (optimagic.FlatSDCorrConstraint method) (optimagic.IncreasingConstraint method) (optimagic.LinearConstraint method) (optimagic.NonlinearConstraint method) (optimagic.ProbabilityConstraint method) selectors (optimagic.PairwiseEqualityConstraint attribute), [1] sensitivity() (estimagic.MomentsResult method) share_optimization (optimagic.MultistartOptions attribute) Shiwa (optimagic.optimizers.nevergrad_optimizers.Portfolio attribute) sigma (optimagic.optimizers.nevergrad_optimizers.NevergradBayesOptim attribute) (optimagic.optimizers.nevergrad_optimizers.NevergradCGA attribute) (optimagic.optimizers.nevergrad_optimizers.NevergradCMAES attribute) (optimagic.optimizers.nevergrad_optimizers.NevergradDifferentialEvolution attribute) (optimagic.optimizers.nevergrad_optimizers.NevergradEDA attribute) (optimagic.optimizers.nevergrad_optimizers.NevergradEMNA attribute) (optimagic.optimizers.nevergrad_optimizers.NevergradOnePlusOne attribute) (optimagic.optimizers.nevergrad_optimizers.NevergradPortfolio attribute) (optimagic.optimizers.nevergrad_optimizers.NevergradPSO attribute) (optimagic.optimizers.nevergrad_optimizers.NevergradRandomSearch attribute) (optimagic.optimizers.nevergrad_optimizers.NevergradSamplingSearch attribute) (optimagic.optimizers.nevergrad_optimizers.NevergradTBPSA attribute) (optimagic.optimizers.nevergrad_optimizers.NevergradWizard attribute) slice_plot() (in module optimagic) smoother (optimagic.optimizers.nevergrad_optimizers.NevergradOnePlusOne attribute) social (optimagic.optimizers.nevergrad_optimizers.NevergradPSO attribute) social_weight (optimagic.optimizers.gfo_optimizers.GFOParticleSwarmOptimization attribute) soft_lower (optimagic.Bounds attribute) soft_upper (optimagic.Bounds attribute) solve_internal_problem() (optimagic.optimization.algorithm.Algorithm method) sparse (optimagic.optimizers.nevergrad_optimizers.NevergradOnePlusOne attribute) special_speed_quasi_opp_init (optimagic.optimizers.nevergrad_optimizers.NevergradPSO attribute) speed_quasi_opp_init (optimagic.optimizers.nevergrad_optimizers.NevergradPSO attribute) SQLiteLogOptions (class in optimagic) SQPCMA (optimagic.optimizers.nevergrad_optimizers.Portfolio attribute) SQPCMAPlus (optimagic.optimizers.nevergrad_optimizers.Portfolio attribute) SqrtBFGSCMA (optimagic.optimizers.nevergrad_optimizers.Portfolio attribute) SqrtBFGSCMAPlus (optimagic.optimizers.nevergrad_optimizers.Portfolio attribute) SqrtMultiBFGS (optimagic.optimizers.nevergrad_optimizers.Portfolio attribute) SqrtMultiBFGSPlus (optimagic.optimizers.nevergrad_optimizers.Portfolio attribute) SqrtSQPCMA (optimagic.optimizers.nevergrad_optimizers.Portfolio attribute) SqrtSQPCMAPlus (optimagic.optimizers.nevergrad_optimizers.Portfolio attribute) start_criterion (optimagic.OptimizeResult property) start_fun (optimagic.OptimizeResult attribute), [1] start_params (optimagic.OptimizeResult attribute), [1] start_time (optimagic.History property) status (optimagic.optimization.algorithm.InternalOptimizeResult attribute) (optimagic.OptimizeResult attribute) step_size (optimagic.NumdiffOptions attribute), [1] step_size_adaptive (optimagic.optimizers.nevergrad_optimizers.NevergradCMAES attribute) stop_time (optimagic.History property) stopping_cov_mat_cond (optimagic.optimizers.nevergrad_optimizers.NevergradCMAES attribute) STOPPING_MAXFUN (in module optimagic.optimization.algo_options) stopping_maxfun (optimagic.optimizers.iminuit_migrad.IminuitMigrad attribute) (optimagic.optimizers.nevergrad_optimizers.NevergradBayesOptim attribute) (optimagic.optimizers.nevergrad_optimizers.NevergradCGA attribute) (optimagic.optimizers.nevergrad_optimizers.NevergradCMAES attribute) (optimagic.optimizers.nevergrad_optimizers.NevergradDifferentialEvolution attribute) (optimagic.optimizers.nevergrad_optimizers.NevergradEDA attribute) (optimagic.optimizers.nevergrad_optimizers.NevergradEMNA attribute) (optimagic.optimizers.nevergrad_optimizers.NevergradOnePlusOne attribute) (optimagic.optimizers.nevergrad_optimizers.NevergradPortfolio attribute) (optimagic.optimizers.nevergrad_optimizers.NevergradPSO attribute) (optimagic.optimizers.nevergrad_optimizers.NevergradRandomSearch attribute) (optimagic.optimizers.nevergrad_optimizers.NevergradSamplingSearch attribute) (optimagic.optimizers.nevergrad_optimizers.NevergradTBPSA attribute) (optimagic.optimizers.nevergrad_optimizers.NevergradWizard attribute) (optimagic.optimizers.scipy_optimizers.ScipyLBFGSB attribute) STOPPING_MAXFUN_GLOBAL (in module optimagic.optimization.algo_options) STOPPING_MAXITER (in module optimagic.optimization.algo_options) stopping_maxiter (optimagic.optimizers.gfo_optimizers.GFOEvolutionStrategy attribute) (optimagic.optimizers.nevergrad_optimizers.NevergradCMAES attribute) (optimagic.optimizers.pygad_optimizer.Pygad attribute) (optimagic.optimizers.scipy_optimizers.ScipyLBFGSB attribute) stopping_maxopt (optimagic.MultistartOptions attribute), [1] stopping_maxtime (optimagic.optimizers.nevergrad_optimizers.NevergradCMAES attribute) success (optimagic.optimization.algorithm.InternalOptimizeResult attribute) (optimagic.OptimizeResult attribute), [1] summary() (estimagic.BootstrapResult method) (estimagic.LikelihoodResult method) (estimagic.MomentsResult method) super_radii (optimagic.optimizers.nevergrad_optimizers.NevergradOnePlusOne attribute) T tabu_length (optimagic.optimizers.nevergrad_optimizers.NevergradOnePlusOne attribute) task (optimagic.History property) threading_batch_evaluator() (in module optimagic.batch_evaluators) time (optimagic.History property) (optimagic.typing.IterationHistory attribute) to_pickle() (estimagic.LikelihoodResult method) (estimagic.MomentsResult method) (in module optimagic.utilities) (optimagic.OptimizeResult method) tol (optimagic.NonlinearConstraint attribute), [1] transform (optimagic.optimizers.nevergrad_optimizers.NevergradPSO attribute) TupleLikeAccess (class in optimagic.typing) U UnitIntervalFloat (in module optimagic.typing) upper (optimagic.Bounds attribute) upper_bound (optimagic.LinearConstraint attribute), [1] (optimagic.NonlinearConstraint attribute), [1] V value (optimagic.LinearConstraint attribute), [1] (optimagic.NonlinearConstraint attribute), [1] values() (optimagic.typing.DictLikeAccess method) verbose (optimagic.optimizers.bayesian_optimizer.BayesOpt attribute) W weights (estimagic.MomentsResult property) (optimagic.LinearConstraint attribute), [1] with_convergence() (optimagic.optimization.algorithm.Algorithm method) with_error_handling() (optimagic.optimization.internal_optimization_problem.InternalOptimizationProblem method) with_new_history() (optimagic.optimization.internal_optimization_problem.InternalOptimizationProblem method) with_option() (optimagic.optimization.algorithm.Algorithm method) with_step_id() (optimagic.optimization.internal_optimization_problem.InternalOptimizationProblem method) with_stopping() (optimagic.optimization.algorithm.Algorithm method) Wiz (optimagic.optimizers.nevergrad_optimizers.Wizard attribute) Wizard (class in optimagic.optimizers.nevergrad_optimizers) X x (optimagic.optimization.algorithm.InternalOptimizeResult attribute) (optimagic.OptimizeResult property) x0 (optimagic.OptimizeResult property) xi (optimagic.optimizers.bayesian_optimizer.BayesOpt attribute) Y YesNoBool (in module optimagic.typing)