Index _ | A | B | C | D | E | F | G | H | I | J | K | L | M | N | O | P | R | S | T | U | V | W | X | Y _ __init__() (optimagic.optimization.algorithm.Algorithm method) __new__() (optimagic.OptimizeLogReader static method) (optimagic.typing.Direction method) A 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] annealing_rate (optimagic.optimizers.gfo_optimizers.GFOSimulatedAnnealing 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] batches (optimagic.History property) BatchEvaluator (class in optimagic.typing) BatchEvaluatorLiteral (in module optimagic.typing) BayesOpt (class in optimagic.optimizers.bayesian_optimizer) bootstrap() (in module estimagic) BootstrapResult (class in estimagic) boundary_strategy (optimagic.optimizers.pyswarms_optimizers.PySwarmsGeneralPSO attribute) (optimagic.optimizers.pyswarms_optimizers.PySwarmsGlobalBestPSO attribute) (optimagic.optimizers.pyswarms_optimizers.PySwarmsLocalBestPSO attribute) Bounds (class in optimagic) bounds (optimagic.optimization.internal_optimization_problem.InternalOptimizationProblem property) C caching (optimagic.optimizers.gfo_optimizers.GFODifferentialEvolution attribute) (optimagic.optimizers.gfo_optimizers.GFODownhillSimplex attribute) (optimagic.optimizers.gfo_optimizers.GFOEvolutionStrategy attribute) (optimagic.optimizers.gfo_optimizers.GFOGeneticAlgorithm attribute) (optimagic.optimizers.gfo_optimizers.GFOHillClimbing attribute) (optimagic.optimizers.gfo_optimizers.GFOParallelTempering attribute) (optimagic.optimizers.gfo_optimizers.GFOParticleSwarmOptimization attribute) (optimagic.optimizers.gfo_optimizers.GFOPowellsMethod attribute) (optimagic.optimizers.gfo_optimizers.GFORepulsingHillClimbing attribute) (optimagic.optimizers.gfo_optimizers.GFOSimulatedAnnealing attribute) (optimagic.optimizers.gfo_optimizers.GFOSpiralOptimization attribute) (optimagic.optimizers.gfo_optimizers.GFOStochasticHillClimbing attribute) calculate_trustregion_initial_radius() (in module optimagic.utilities) center_init (optimagic.optimizers.pyswarms_optimizers.PySwarmsGeneralPSO attribute) (optimagic.optimizers.pyswarms_optimizers.PySwarmsGlobalBestPSO attribute) (optimagic.optimizers.pyswarms_optimizers.PySwarmsLocalBestPSO 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] cognitive_parameter (optimagic.optimizers.pyswarms_optimizers.PySwarmsGeneralPSO attribute) (optimagic.optimizers.pyswarms_optimizers.PySwarmsGlobalBestPSO attribute) (optimagic.optimizers.pyswarms_optimizers.PySwarmsLocalBestPSO 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.gfo_optimizers.GFODifferentialEvolution attribute) (optimagic.optimizers.gfo_optimizers.GFODownhillSimplex attribute) (optimagic.optimizers.gfo_optimizers.GFOEvolutionStrategy attribute) (optimagic.optimizers.gfo_optimizers.GFOGeneticAlgorithm attribute) (optimagic.optimizers.gfo_optimizers.GFOHillClimbing attribute) (optimagic.optimizers.gfo_optimizers.GFOParallelTempering attribute) (optimagic.optimizers.gfo_optimizers.GFOParticleSwarmOptimization attribute) (optimagic.optimizers.gfo_optimizers.GFOPowellsMethod attribute) (optimagic.optimizers.gfo_optimizers.GFORepulsingHillClimbing attribute) (optimagic.optimizers.gfo_optimizers.GFOSimulatedAnnealing attribute) (optimagic.optimizers.gfo_optimizers.GFOSpiralOptimization attribute) (optimagic.optimizers.gfo_optimizers.GFOStochasticHillClimbing attribute) convergence_ftol_iter (optimagic.optimizers.pyswarms_optimizers.PySwarmsGeneralPSO attribute) (optimagic.optimizers.pyswarms_optimizers.PySwarmsGlobalBestPSO attribute) (optimagic.optimizers.pyswarms_optimizers.PySwarmsLocalBestPSO attribute) CONVERGENCE_FTOL_REL (in module optimagic.optimization.algo_options) convergence_ftol_rel (optimagic.optimizers.gfo_optimizers.GFODifferentialEvolution attribute) (optimagic.optimizers.gfo_optimizers.GFODownhillSimplex attribute) (optimagic.optimizers.gfo_optimizers.GFOEvolutionStrategy attribute) (optimagic.optimizers.gfo_optimizers.GFOGeneticAlgorithm attribute) (optimagic.optimizers.gfo_optimizers.GFOHillClimbing attribute) (optimagic.optimizers.gfo_optimizers.GFOParallelTempering attribute) (optimagic.optimizers.gfo_optimizers.GFOParticleSwarmOptimization attribute) (optimagic.optimizers.gfo_optimizers.GFOPowellsMethod attribute) (optimagic.optimizers.gfo_optimizers.GFORepulsingHillClimbing attribute) (optimagic.optimizers.gfo_optimizers.GFOSimulatedAnnealing attribute) (optimagic.optimizers.gfo_optimizers.GFOSpiralOptimization attribute) (optimagic.optimizers.gfo_optimizers.GFOStochasticHillClimbing attribute) (optimagic.optimizers.pyswarms_optimizers.PySwarmsGeneralPSO attribute) (optimagic.optimizers.pyswarms_optimizers.PySwarmsGlobalBestPSO attribute) (optimagic.optimizers.pyswarms_optimizers.PySwarmsLocalBestPSO attribute) CONVERGENCE_GENERATIONS_NOIMPROVE (in module optimagic.optimization.algo_options) CONVERGENCE_GTOL_ABS (in module optimagic.optimization.algo_options) CONVERGENCE_GTOL_REL (in module optimagic.optimization.algo_options) CONVERGENCE_GTOL_SCALED (in module optimagic.optimization.algo_options) convergence_iter_noimprove (optimagic.optimizers.gfo_optimizers.GFODifferentialEvolution attribute) (optimagic.optimizers.gfo_optimizers.GFODownhillSimplex attribute) (optimagic.optimizers.gfo_optimizers.GFOEvolutionStrategy attribute) (optimagic.optimizers.gfo_optimizers.GFOGeneticAlgorithm attribute) (optimagic.optimizers.gfo_optimizers.GFOHillClimbing attribute) (optimagic.optimizers.gfo_optimizers.GFOParallelTempering attribute) (optimagic.optimizers.gfo_optimizers.GFOParticleSwarmOptimization attribute) (optimagic.optimizers.gfo_optimizers.GFOPowellsMethod attribute) (optimagic.optimizers.gfo_optimizers.GFORepulsingHillClimbing attribute) (optimagic.optimizers.gfo_optimizers.GFOSimulatedAnnealing attribute) (optimagic.optimizers.gfo_optimizers.GFOSpiralOptimization attribute) (optimagic.optimizers.gfo_optimizers.GFOStochasticHillClimbing 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.gfo_optimizers.GFODifferentialEvolution attribute) (optimagic.optimizers.gfo_optimizers.GFODownhillSimplex attribute) (optimagic.optimizers.gfo_optimizers.GFOEvolutionStrategy attribute) (optimagic.optimizers.gfo_optimizers.GFOGeneticAlgorithm attribute) (optimagic.optimizers.gfo_optimizers.GFOHillClimbing attribute) (optimagic.optimizers.gfo_optimizers.GFOParallelTempering attribute) (optimagic.optimizers.gfo_optimizers.GFOParticleSwarmOptimization attribute) (optimagic.optimizers.gfo_optimizers.GFOPowellsMethod attribute) (optimagic.optimizers.gfo_optimizers.GFORepulsingHillClimbing attribute) (optimagic.optimizers.gfo_optimizers.GFOSimulatedAnnealing attribute) (optimagic.optimizers.gfo_optimizers.GFOSpiralOptimization attribute) (optimagic.optimizers.gfo_optimizers.GFOStochasticHillClimbing attribute) CONVERGENCE_XTOL_ABS (in module optimagic.optimization.algo_options) 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_rate (optimagic.optimizers.gfo_optimizers.GFODifferentialEvolution attribute) (optimagic.optimizers.gfo_optimizers.GFOEvolutionStrategy attribute) (optimagic.optimizers.gfo_optimizers.GFOGeneticAlgorithm attribute) D decay_rate (optimagic.optimizers.gfo_optimizers.GFOSpiralOptimization attribute) DecreasingConstraint (class in optimagic) DEFAULT_PYDANTIC_CONFIG (in module optimagic.typing) derivative (optimagic.NonlinearConstraint attribute), [1] 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) distribution (optimagic.optimizers.gfo_optimizers.GFOHillClimbing attribute) (optimagic.optimizers.gfo_optimizers.GFORepulsingHillClimbing attribute) (optimagic.optimizers.gfo_optimizers.GFOSimulatedAnnealing attribute) (optimagic.optimizers.gfo_optimizers.GFOStochasticHillClimbing attribute) E epsilon (optimagic.optimizers.gfo_optimizers.GFOHillClimbing attribute) (optimagic.optimizers.gfo_optimizers.GFORepulsingHillClimbing attribute) (optimagic.optimizers.gfo_optimizers.GFOSimulatedAnnealing attribute) (optimagic.optimizers.gfo_optimizers.GFOStochasticHillClimbing 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) EvalTask (class in optimagic.typing) EXPLORATION (optimagic.typing.EvalTask attribute) exploration (optimagic.typing.MultiStartIterationHistory attribute), [1] exploration_error_handling (optimagic.MultistartOptions attribute) exploration_fun() (optimagic.optimization.internal_optimization_problem.InternalOptimizationProblem method) extra_start_params (optimagic.optimizers.gfo_optimizers.GFODifferentialEvolution attribute) (optimagic.optimizers.gfo_optimizers.GFODownhillSimplex attribute) (optimagic.optimizers.gfo_optimizers.GFOEvolutionStrategy attribute) (optimagic.optimizers.gfo_optimizers.GFOGeneticAlgorithm attribute) (optimagic.optimizers.gfo_optimizers.GFOHillClimbing attribute) (optimagic.optimizers.gfo_optimizers.GFOParallelTempering attribute) (optimagic.optimizers.gfo_optimizers.GFOParticleSwarmOptimization attribute) (optimagic.optimizers.gfo_optimizers.GFOPowellsMethod attribute) (optimagic.optimizers.gfo_optimizers.GFORepulsingHillClimbing attribute) (optimagic.optimizers.gfo_optimizers.GFOSimulatedAnnealing attribute) (optimagic.optimizers.gfo_optimizers.GFOSpiralOptimization attribute) (optimagic.optimizers.gfo_optimizers.GFOStochasticHillClimbing attribute) F 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) 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 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) GFODownhillSimplex (class in optimagic.optimizers.gfo_optimizers) GFOEvolutionStrategy (class in optimagic.optimizers.gfo_optimizers) GFOGeneticAlgorithm (class in optimagic.optimizers.gfo_optimizers) GFOHillClimbing (class in optimagic.optimizers.gfo_optimizers) GFOParallelTempering (class in optimagic.optimizers.gfo_optimizers) GFOParticleSwarmOptimization (class in optimagic.optimizers.gfo_optimizers) GFOPowellsMethod (class in optimagic.optimizers.gfo_optimizers) GFORepulsingHillClimbing (class in optimagic.optimizers.gfo_optimizers) GFOSimulatedAnnealing (class in optimagic.optimizers.gfo_optimizers) GFOSpiralOptimization (class in optimagic.optimizers.gfo_optimizers) GFOStochasticHillClimbing (class in optimagic.optimizers.gfo_optimizers) GtOneFloat (in module optimagic.typing) H hash_array() (in module optimagic.utilities) hess (optimagic.OptimizeResult attribute) hess_inv (optimagic.OptimizeResult attribute) hessian (estimagic.LikelihoodResult property) History (class in optimagic) history (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) inertia_weight (optimagic.optimizers.pyswarms_optimizers.PySwarmsGeneralPSO attribute) (optimagic.optimizers.pyswarms_optimizers.PySwarmsGlobalBestPSO attribute) (optimagic.optimizers.pyswarms_optimizers.PySwarmsLocalBestPSO attribute) initial_positions (optimagic.optimizers.pyswarms_optimizers.PySwarmsGeneralPSO attribute) (optimagic.optimizers.pyswarms_optimizers.PySwarmsGlobalBestPSO attribute) (optimagic.optimizers.pyswarms_optimizers.PySwarmsLocalBestPSO attribute) InternalOptimizationProblem (class in optimagic.optimization.internal_optimization_problem) InternalOptimizeResult (class in optimagic.optimization.algorithm) is_accepted (optimagic.History property) isscalar() (in module optimagic.utilities) items() (optimagic.typing.DictLikeAccess method) IterationHistory (class in optimagic.typing) iters_p_dim (optimagic.optimizers.gfo_optimizers.GFOPowellsMethod attribute) J jac (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 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) 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] logger (optimagic.optimization.internal_optimization_problem.InternalOptimizationProblem property) (optimagic.OptimizeResult 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.OptimizeResult attribute) MAX_LINE_SEARCH_STEPS (in module optimagic.optimization.algo_options) MAXIMIZE (optimagic.typing.Direction attribute) maximize() (in module optimagic) message (optimagic.OptimizeResult attribute), [1] method (optimagic.NumdiffOptions attribute), [1] (optimagic.ScalingOptions attribute), [1] 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) multistart_info (optimagic.OptimizeResult attribute), [1] MultiStartIterationHistory (class in optimagic.typing) MultistartOptions (class in optimagic) mutation_rate (optimagic.optimizers.gfo_optimizers.GFODifferentialEvolution attribute) (optimagic.optimizers.gfo_optimizers.GFOEvolutionStrategy attribute) (optimagic.optimizers.gfo_optimizers.GFOGeneticAlgorithm attribute) N n_cores (optimagic.MultistartOptions attribute), [1] (optimagic.NumdiffOptions attribute), [1] (optimagic.optimizers.pyswarms_optimizers.PySwarmsGeneralPSO attribute) (optimagic.optimizers.pyswarms_optimizers.PySwarmsGlobalBestPSO attribute) (optimagic.optimizers.pyswarms_optimizers.PySwarmsLocalBestPSO attribute) n_criterion_evaluations (optimagic.OptimizeResult property) n_derivative_evaluations (optimagic.OptimizeResult property) n_free (optimagic.OptimizeResult attribute), [1] n_fun_evals (optimagic.OptimizeResult attribute), [1] n_grid_points (optimagic.optimizers.gfo_optimizers.GFODifferentialEvolution attribute) (optimagic.optimizers.gfo_optimizers.GFODownhillSimplex attribute) (optimagic.optimizers.gfo_optimizers.GFOEvolutionStrategy attribute) (optimagic.optimizers.gfo_optimizers.GFOGeneticAlgorithm attribute) (optimagic.optimizers.gfo_optimizers.GFOHillClimbing attribute) (optimagic.optimizers.gfo_optimizers.GFOParallelTempering attribute) (optimagic.optimizers.gfo_optimizers.GFOParticleSwarmOptimization attribute) (optimagic.optimizers.gfo_optimizers.GFOPowellsMethod attribute) (optimagic.optimizers.gfo_optimizers.GFORepulsingHillClimbing attribute) (optimagic.optimizers.gfo_optimizers.GFOSimulatedAnnealing attribute) (optimagic.optimizers.gfo_optimizers.GFOSpiralOptimization attribute) (optimagic.optimizers.gfo_optimizers.GFOStochasticHillClimbing attribute) n_hess_evals (optimagic.OptimizeResult attribute) n_init (optimagic.optimizers.gfo_optimizers.GFODifferentialEvolution attribute) (optimagic.optimizers.gfo_optimizers.GFODownhillSimplex attribute) (optimagic.optimizers.gfo_optimizers.GFOEvolutionStrategy attribute) (optimagic.optimizers.gfo_optimizers.GFOGeneticAlgorithm attribute) (optimagic.optimizers.gfo_optimizers.GFOHillClimbing attribute) (optimagic.optimizers.gfo_optimizers.GFOParallelTempering attribute) (optimagic.optimizers.gfo_optimizers.GFOParticleSwarmOptimization attribute) (optimagic.optimizers.gfo_optimizers.GFOPowellsMethod attribute) (optimagic.optimizers.gfo_optimizers.GFORepulsingHillClimbing attribute) (optimagic.optimizers.gfo_optimizers.GFOSimulatedAnnealing attribute) (optimagic.optimizers.gfo_optimizers.GFOSpiralOptimization attribute) (optimagic.optimizers.gfo_optimizers.GFOStochasticHillClimbing attribute) n_iter_swap (optimagic.optimizers.gfo_optimizers.GFOParallelTempering attribute) n_iterations (optimagic.OptimizeResult attribute), [1] n_jac_evals (optimagic.OptimizeResult attribute), [1] n_neighbours (optimagic.optimizers.gfo_optimizers.GFOHillClimbing attribute) (optimagic.optimizers.gfo_optimizers.GFORepulsingHillClimbing attribute) (optimagic.optimizers.gfo_optimizers.GFOSimulatedAnnealing attribute) (optimagic.optimizers.gfo_optimizers.GFOStochasticHillClimbing attribute) n_offsprings (optimagic.optimizers.gfo_optimizers.GFOGeneticAlgorithm attribute) n_parents (optimagic.optimizers.gfo_optimizers.GFOGeneticAlgorithm attribute) n_particles (optimagic.optimizers.pyswarms_optimizers.PySwarmsGeneralPSO attribute) (optimagic.optimizers.pyswarms_optimizers.PySwarmsGlobalBestPSO attribute) (optimagic.optimizers.pyswarms_optimizers.PySwarmsLocalBestPSO attribute) N_RESTARTS (in module optimagic.optimization.algo_options) 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) 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) nfev (optimagic.OptimizeResult property) nhev (optimagic.OptimizeResult property) nit (optimagic.OptimizeResult property) njev (optimagic.OptimizeResult property) nonlinear_constraints (optimagic.optimization.internal_optimization_problem.InternalOptimizationProblem property) NonlinearConstraint (class in optimagic) NonNegativeFloat (in module optimagic.typing) NonNegativeInt (in module optimagic.typing) number_of_triangular_elements_to_dimension() (in module optimagic.utilities) NumdiffOptions (class in optimagic) O oh_strategy (optimagic.optimizers.pyswarms_optimizers.PySwarmsGeneralPSO attribute) (optimagic.optimizers.pyswarms_optimizers.PySwarmsGlobalBestPSO attribute) (optimagic.optimizers.pyswarms_optimizers.PySwarmsLocalBestPSO 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) OptimizeResult (class in optimagic) outcomes (estimagic.BootstrapResult property) P p_accept (optimagic.optimizers.gfo_optimizers.GFOStochasticHillClimbing attribute) 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) path (optimagic.SQLiteLogOptions property) pathos_mp_batch_evaluator() (in module optimagic.batch_evaluators) 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) 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) propose_alternatives() (in module optimagic.utilities) Pygad (class in optimagic.optimizers.pygad_optimizer) PySwarmsGeneralPSO (class in optimagic.optimizers.pyswarms_optimizers) PySwarmsGlobalBestPSO (class in optimagic.optimizers.pyswarms_optimizers) PySwarmsLocalBestPSO (class in optimagic.optimizers.pyswarms_optimizers) R RAISE (optimagic.typing.ErrorHandling attribute) RAISE_STRICT (optimagic.typing.ErrorHandling attribute) rand_rest_p (optimagic.optimizers.gfo_optimizers.GFODifferentialEvolution attribute) (optimagic.optimizers.gfo_optimizers.GFODownhillSimplex attribute) (optimagic.optimizers.gfo_optimizers.GFOEvolutionStrategy attribute) (optimagic.optimizers.gfo_optimizers.GFOGeneticAlgorithm attribute) (optimagic.optimizers.gfo_optimizers.GFOHillClimbing attribute) (optimagic.optimizers.gfo_optimizers.GFOParallelTempering attribute) (optimagic.optimizers.gfo_optimizers.GFOParticleSwarmOptimization attribute) (optimagic.optimizers.gfo_optimizers.GFOPowellsMethod attribute) (optimagic.optimizers.gfo_optimizers.GFORepulsingHillClimbing attribute) (optimagic.optimizers.gfo_optimizers.GFOSimulatedAnnealing attribute) (optimagic.optimizers.gfo_optimizers.GFOSpiralOptimization attribute) (optimagic.optimizers.gfo_optimizers.GFOStochasticHillClimbing attribute) read_pickle() (in module optimagic.utilities) regularization (optimagic.FlatCovConstraint attribute), [1] (optimagic.FlatSDCorrConstraint attribute), [1] render_html() (in module estimagic) render_latex() (in module estimagic) repulsion_factor (optimagic.optimizers.gfo_optimizers.GFORepulsingHillClimbing attribute) robust_cholesky() (in module optimagic.utilities) robust_inverse() (in module optimagic.utilities) run_benchmark() (in module optimagic) runtime (optimagic.History property) (optimagic.typing.IterationHistory attribute) S sample (optimagic.MultistartOptions attribute), [1] sampling_distribution (optimagic.MultistartOptions attribute), [1] sampling_method (optimagic.MultistartOptions attribute), [1] SCALAR (optimagic.typing.AggregationLevel attribute) scaling_factor (optimagic.NumdiffOptions attribute), [1] ScalingOptions (class in optimagic) ScipyLBFGSB (class in optimagic.optimizers.scipy_optimizers) sdcorr_params_to_matrix() (in module optimagic.utilities) sdcorr_params_to_sds_and_corr() (in module optimagic.utilities) 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.gfo_optimizers.GFODifferentialEvolution attribute) (optimagic.optimizers.gfo_optimizers.GFODownhillSimplex attribute) (optimagic.optimizers.gfo_optimizers.GFOEvolutionStrategy attribute) (optimagic.optimizers.gfo_optimizers.GFOGeneticAlgorithm attribute) (optimagic.optimizers.gfo_optimizers.GFOHillClimbing attribute) (optimagic.optimizers.gfo_optimizers.GFOParallelTempering attribute) (optimagic.optimizers.gfo_optimizers.GFOParticleSwarmOptimization attribute) (optimagic.optimizers.gfo_optimizers.GFOPowellsMethod attribute) (optimagic.optimizers.gfo_optimizers.GFORepulsingHillClimbing attribute) (optimagic.optimizers.gfo_optimizers.GFOSimulatedAnnealing attribute) (optimagic.optimizers.gfo_optimizers.GFOSpiralOptimization attribute) (optimagic.optimizers.gfo_optimizers.GFOStochasticHillClimbing attribute) (optimagic.optimizers.pyswarms_optimizers.PySwarmsGeneralPSO attribute) (optimagic.optimizers.pyswarms_optimizers.PySwarmsGlobalBestPSO attribute) (optimagic.optimizers.pyswarms_optimizers.PySwarmsLocalBestPSO 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) simplex_contraction (optimagic.optimizers.gfo_optimizers.GFODownhillSimplex attribute) simplex_expansion (optimagic.optimizers.gfo_optimizers.GFODownhillSimplex attribute) simplex_reflection (optimagic.optimizers.gfo_optimizers.GFODownhillSimplex attribute) simplex_shrinking (optimagic.optimizers.gfo_optimizers.GFODownhillSimplex attribute) slice_plot() (in module optimagic) social_parameter (optimagic.optimizers.pyswarms_optimizers.PySwarmsGeneralPSO attribute) (optimagic.optimizers.pyswarms_optimizers.PySwarmsGlobalBestPSO attribute) (optimagic.optimizers.pyswarms_optimizers.PySwarmsLocalBestPSO 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) SQLiteLogOptions (class in optimagic) start_criterion (optimagic.OptimizeResult property) start_fun (optimagic.OptimizeResult attribute), [1] start_params (optimagic.OptimizeResult attribute), [1] start_temp (optimagic.optimizers.gfo_optimizers.GFOSimulatedAnnealing attribute) start_time (optimagic.History property) status (optimagic.OptimizeResult attribute) step_size (optimagic.NumdiffOptions attribute), [1] stop_time (optimagic.History property) STOPPING_MAXFUN (in module optimagic.optimization.algo_options) STOPPING_MAXFUN_GLOBAL (in module optimagic.optimization.algo_options) STOPPING_MAXITER (in module optimagic.optimization.algo_options) stopping_maxiter (optimagic.optimizers.gfo_optimizers.GFODifferentialEvolution attribute) (optimagic.optimizers.gfo_optimizers.GFODownhillSimplex attribute) (optimagic.optimizers.gfo_optimizers.GFOEvolutionStrategy attribute) (optimagic.optimizers.gfo_optimizers.GFOGeneticAlgorithm attribute) (optimagic.optimizers.gfo_optimizers.GFOHillClimbing attribute) (optimagic.optimizers.gfo_optimizers.GFOParallelTempering attribute) (optimagic.optimizers.gfo_optimizers.GFOParticleSwarmOptimization attribute) (optimagic.optimizers.gfo_optimizers.GFOPowellsMethod attribute) (optimagic.optimizers.gfo_optimizers.GFORepulsingHillClimbing attribute) (optimagic.optimizers.gfo_optimizers.GFOSimulatedAnnealing attribute) (optimagic.optimizers.gfo_optimizers.GFOSpiralOptimization attribute) (optimagic.optimizers.gfo_optimizers.GFOStochasticHillClimbing attribute) (optimagic.optimizers.pyswarms_optimizers.PySwarmsGeneralPSO attribute) (optimagic.optimizers.pyswarms_optimizers.PySwarmsGlobalBestPSO attribute) (optimagic.optimizers.pyswarms_optimizers.PySwarmsLocalBestPSO attribute) stopping_maxopt (optimagic.MultistartOptions attribute), [1] stopping_maxtime (optimagic.optimizers.gfo_optimizers.GFODifferentialEvolution attribute) (optimagic.optimizers.gfo_optimizers.GFODownhillSimplex attribute) (optimagic.optimizers.gfo_optimizers.GFOEvolutionStrategy attribute) (optimagic.optimizers.gfo_optimizers.GFOGeneticAlgorithm attribute) (optimagic.optimizers.gfo_optimizers.GFOHillClimbing attribute) (optimagic.optimizers.gfo_optimizers.GFOParallelTempering attribute) (optimagic.optimizers.gfo_optimizers.GFOParticleSwarmOptimization attribute) (optimagic.optimizers.gfo_optimizers.GFOPowellsMethod attribute) (optimagic.optimizers.gfo_optimizers.GFORepulsingHillClimbing attribute) (optimagic.optimizers.gfo_optimizers.GFOSimulatedAnnealing attribute) (optimagic.optimizers.gfo_optimizers.GFOSpiralOptimization attribute) (optimagic.optimizers.gfo_optimizers.GFOStochasticHillClimbing attribute) STRICT_PYDANTIC_CONFIG (in module optimagic.typing) success (optimagic.OptimizeResult attribute), [1] summary() (estimagic.BootstrapResult method) (estimagic.LikelihoodResult method) (estimagic.MomentsResult method) T 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] topology (optimagic.optimizers.pyswarms_optimizers.PySwarmsGeneralPSO attribute) (optimagic.optimizers.pyswarms_optimizers.PySwarmsLocalBestPSO 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 validated_dataclass() (in module optimagic.typing) value (optimagic.LinearConstraint attribute), [1] (optimagic.NonlinearConstraint attribute), [1] values() (optimagic.typing.DictLikeAccess method) velocity_clamp_max (optimagic.optimizers.pyswarms_optimizers.PySwarmsGeneralPSO attribute) (optimagic.optimizers.pyswarms_optimizers.PySwarmsGlobalBestPSO attribute) (optimagic.optimizers.pyswarms_optimizers.PySwarmsLocalBestPSO attribute) velocity_clamp_min (optimagic.optimizers.pyswarms_optimizers.PySwarmsGeneralPSO attribute) (optimagic.optimizers.pyswarms_optimizers.PySwarmsGlobalBestPSO attribute) (optimagic.optimizers.pyswarms_optimizers.PySwarmsLocalBestPSO attribute) velocity_strategy (optimagic.optimizers.pyswarms_optimizers.PySwarmsGeneralPSO attribute) (optimagic.optimizers.pyswarms_optimizers.PySwarmsGlobalBestPSO attribute) (optimagic.optimizers.pyswarms_optimizers.PySwarmsLocalBestPSO attribute) verbose (optimagic.optimizers.pyswarms_optimizers.PySwarmsGeneralPSO attribute) (optimagic.optimizers.pyswarms_optimizers.PySwarmsGlobalBestPSO attribute) (optimagic.optimizers.pyswarms_optimizers.PySwarmsLocalBestPSO attribute) verbosity (optimagic.optimizers.gfo_optimizers.GFODifferentialEvolution attribute) (optimagic.optimizers.gfo_optimizers.GFODownhillSimplex attribute) (optimagic.optimizers.gfo_optimizers.GFOEvolutionStrategy attribute) (optimagic.optimizers.gfo_optimizers.GFOGeneticAlgorithm attribute) (optimagic.optimizers.gfo_optimizers.GFOHillClimbing attribute) (optimagic.optimizers.gfo_optimizers.GFOParallelTempering attribute) (optimagic.optimizers.gfo_optimizers.GFOParticleSwarmOptimization attribute) (optimagic.optimizers.gfo_optimizers.GFOPowellsMethod attribute) (optimagic.optimizers.gfo_optimizers.GFORepulsingHillClimbing attribute) (optimagic.optimizers.gfo_optimizers.GFOSimulatedAnnealing attribute) (optimagic.optimizers.gfo_optimizers.GFOSpiralOptimization attribute) (optimagic.optimizers.gfo_optimizers.GFOStochasticHillClimbing attribute) W warm_start (optimagic.optimizers.gfo_optimizers.GFODifferentialEvolution attribute) (optimagic.optimizers.gfo_optimizers.GFODownhillSimplex attribute) (optimagic.optimizers.gfo_optimizers.GFOEvolutionStrategy attribute) (optimagic.optimizers.gfo_optimizers.GFOGeneticAlgorithm attribute) (optimagic.optimizers.gfo_optimizers.GFOHillClimbing attribute) (optimagic.optimizers.gfo_optimizers.GFOParallelTempering attribute) (optimagic.optimizers.gfo_optimizers.GFOParticleSwarmOptimization attribute) (optimagic.optimizers.gfo_optimizers.GFOPowellsMethod attribute) (optimagic.optimizers.gfo_optimizers.GFORepulsingHillClimbing attribute) (optimagic.optimizers.gfo_optimizers.GFOSimulatedAnnealing attribute) (optimagic.optimizers.gfo_optimizers.GFOSpiralOptimization attribute) (optimagic.optimizers.gfo_optimizers.GFOStochasticHillClimbing attribute) 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) X x (optimagic.optimization.algorithm.InternalOptimizeResult attribute) (optimagic.OptimizeResult property) x0 (optimagic.OptimizeResult property) Y YesNoBool (in module optimagic.typing)