Index A | B | C | D | E | F | G | H | I | J | L | M | N | O | P | R | S | T | U | V A analyzed_parameters (optimas.core.Trial property) (optimas.diagnostics.ExplorationDiagnostics property) (optimas.generators.AxClientGenerator property) (optimas.generators.AxMultiFidelityGenerator property) (optimas.generators.AxMultitaskGenerator property) (optimas.generators.AxSingleFidelityGenerator property) (optimas.generators.GridSamplingGenerator property) (optimas.generators.LineSamplingGenerator property) (optimas.generators.RandomSamplingGenerator property) analyzed_parameters_as_dict() (optimas.core.Trial method) app_name (optimas.evaluators.TemplateEvaluator property) ask_trials() (optimas.generators.AxClientGenerator method) (optimas.generators.AxMultiFidelityGenerator method) (optimas.generators.AxMultitaskGenerator method) (optimas.generators.AxSingleFidelityGenerator method) (optimas.generators.GridSamplingGenerator method) (optimas.generators.LineSamplingGenerator method) (optimas.generators.RandomSamplingGenerator method) attach_evaluations() (optimas.explorations.Exploration method) attach_trials() (optimas.explorations.Exploration method) (optimas.generators.AxClientGenerator method) (optimas.generators.AxMultiFidelityGenerator method) (optimas.generators.AxMultitaskGenerator method) (optimas.generators.AxSingleFidelityGenerator method) (optimas.generators.GridSamplingGenerator method) (optimas.generators.LineSamplingGenerator method) (optimas.generators.RandomSamplingGenerator method) ax_client (optimas.generators.AxClientGenerator property) (optimas.generators.AxMultiFidelityGenerator property) (optimas.generators.AxSingleFidelityGenerator property) AxClientGenerator (class in optimas.generators) AxModelManager (class in optimas.utils) AxMultiFidelityGenerator (class in optimas.generators) AxMultitaskGenerator (class in optimas.generators) AxSingleFidelityGenerator (class in optimas.generators) B build_gp_model() (optimas.diagnostics.ExplorationDiagnostics method) C ChainEvaluator (class in optimas.evaluators) complete_evaluation() (optimas.core.Trial method) completed (optimas.core.Trial property) constraints (optimas.generators.AxClientGenerator property) (optimas.generators.AxMultiFidelityGenerator property) (optimas.generators.AxMultitaskGenerator property) (optimas.generators.AxSingleFidelityGenerator property) (optimas.generators.GridSamplingGenerator property) (optimas.generators.LineSamplingGenerator property) (optimas.generators.RandomSamplingGenerator property) construct() (optimas.core.Objective class method) (optimas.core.Parameter class method) (optimas.core.Task class method) (optimas.core.TrialParameter class method) (optimas.core.VaryingParameter class method) copy() (optimas.core.Objective method) (optimas.core.Parameter method) (optimas.core.Task method) (optimas.core.TrialParameter method) (optimas.core.VaryingParameter method) custom_parameters (optimas.core.Trial property) custom_parameters_as_dict() (optimas.core.Trial method) D dedicated_resources (optimas.generators.AxClientGenerator property) (optimas.generators.AxMultiFidelityGenerator property) (optimas.generators.AxMultitaskGenerator property) (optimas.generators.AxSingleFidelityGenerator property) (optimas.generators.GridSamplingGenerator property) (optimas.generators.LineSamplingGenerator property) (optimas.generators.RandomSamplingGenerator property) default_value (optimas.core.VaryingParameter attribute) delete_evaluation_dir() (optimas.diagnostics.ExplorationDiagnostics method) dict() (optimas.core.Objective method) (optimas.core.Parameter method) (optimas.core.Task method) (optimas.core.TrialParameter method) (optimas.core.VaryingParameter method) dtype (optimas.core.Objective attribute) (optimas.core.Parameter attribute) (optimas.core.TrialParameter attribute) (optimas.core.VaryingParameter attribute) E evaluate_model() (optimas.utils.AxModelManager method) evaluate_trials() (optimas.explorations.Exploration method) evaluated (optimas.core.Trial property) Evaluation (class in optimas.core) Exploration (class in optimas.explorations) exploration_dir_path (optimas.diagnostics.ExplorationDiagnostics property) ExplorationDiagnostics (class in optimas.diagnostics) F failed (optimas.core.Trial property) fidelity_target_value (optimas.core.VaryingParameter attribute) finalize() (optimas.generators.AxClientGenerator method) (optimas.generators.AxMultiFidelityGenerator method) (optimas.generators.AxMultitaskGenerator method) (optimas.generators.AxSingleFidelityGenerator method) (optimas.generators.GridSamplingGenerator method) (optimas.generators.LineSamplingGenerator method) (optimas.generators.RandomSamplingGenerator method) fix_value() (optimas.core.VaryingParameter method) (optimas.generators.AxClientGenerator method) (optimas.generators.AxMultiFidelityGenerator method) (optimas.generators.AxSingleFidelityGenerator method) free_value() (optimas.core.VaryingParameter method) (optimas.generators.AxClientGenerator method) (optimas.generators.AxMultiFidelityGenerator method) (optimas.generators.AxSingleFidelityGenerator method) from_dict() (optimas.core.Trial class method) from_orm() (optimas.core.Objective class method) (optimas.core.Parameter class method) (optimas.core.Task class method) (optimas.core.TrialParameter class method) (optimas.core.VaryingParameter class method) FunctionEvaluator (class in optimas.evaluators) G gen_id (optimas.core.Trial property) get_best_evaluation() (optimas.diagnostics.ExplorationDiagnostics method) (optimas.utils.AxModelManager method) get_best_evaluation_dir_path() (optimas.diagnostics.ExplorationDiagnostics method) get_best_evaluations() (optimas.diagnostics.ExplorationDiagnostics method) get_evaluation_dir_path() (optimas.diagnostics.ExplorationDiagnostics method) get_gen_specs() (optimas.generators.AxClientGenerator method) (optimas.generators.AxMultiFidelityGenerator method) (optimas.generators.AxMultitaskGenerator method) (optimas.generators.AxSingleFidelityGenerator method) (optimas.generators.GridSamplingGenerator method) (optimas.generators.LineSamplingGenerator method) (optimas.generators.RandomSamplingGenerator method) get_libe_specs() (optimas.evaluators.ChainEvaluator method) (optimas.evaluators.FunctionEvaluator method) (optimas.evaluators.MultitaskEvaluator method) (optimas.evaluators.TemplateEvaluator method) (optimas.generators.AxClientGenerator method) (optimas.generators.AxMultiFidelityGenerator method) (optimas.generators.AxMultitaskGenerator method) (optimas.generators.AxSingleFidelityGenerator method) (optimas.generators.GridSamplingGenerator method) (optimas.generators.LineSamplingGenerator method) (optimas.generators.RandomSamplingGenerator method) get_objective_trace() (optimas.diagnostics.ExplorationDiagnostics method) get_pareto_front_evaluations() (optimas.diagnostics.ExplorationDiagnostics method) get_run_params() (optimas.evaluators.ChainEvaluator method) (optimas.evaluators.FunctionEvaluator method) (optimas.evaluators.MultitaskEvaluator method) (optimas.evaluators.TemplateEvaluator method) get_sim_specs() (optimas.evaluators.ChainEvaluator method) (optimas.evaluators.FunctionEvaluator method) (optimas.evaluators.MultitaskEvaluator method) (optimas.evaluators.TemplateEvaluator method) get_trial() (optimas.generators.AxClientGenerator method) (optimas.generators.AxMultiFidelityGenerator method) (optimas.generators.AxMultitaskGenerator method) (optimas.generators.AxSingleFidelityGenerator method) (optimas.generators.GridSamplingGenerator method) (optimas.generators.LineSamplingGenerator method) (optimas.generators.RandomSamplingGenerator method) gpu_id (optimas.generators.AxClientGenerator property) (optimas.generators.AxMultiFidelityGenerator property) (optimas.generators.AxMultitaskGenerator property) (optimas.generators.AxSingleFidelityGenerator property) (optimas.generators.GridSamplingGenerator property) (optimas.generators.LineSamplingGenerator property) (optimas.generators.RandomSamplingGenerator property) GridSamplingGenerator (class in optimas.generators) H history (optimas.diagnostics.ExplorationDiagnostics property) (optimas.explorations.Exploration property) I ignore() (optimas.core.Trial method) ignore_trials() (optimas.generators.AxClientGenerator method) (optimas.generators.AxMultiFidelityGenerator method) (optimas.generators.AxMultitaskGenerator method) (optimas.generators.AxSingleFidelityGenerator method) (optimas.generators.GridSamplingGenerator method) (optimas.generators.LineSamplingGenerator method) (optimas.generators.RandomSamplingGenerator method) ignored (optimas.core.Trial property) ignored_reason (optimas.core.Trial property) incorporate_history() (optimas.generators.AxClientGenerator method) (optimas.generators.AxMultiFidelityGenerator method) (optimas.generators.AxMultitaskGenerator method) (optimas.generators.AxSingleFidelityGenerator method) (optimas.generators.GridSamplingGenerator method) (optimas.generators.LineSamplingGenerator method) (optimas.generators.RandomSamplingGenerator method) index (optimas.core.Trial property) ingest() (optimas.generators.AxClientGenerator method) (optimas.generators.AxMultiFidelityGenerator method) (optimas.generators.AxMultitaskGenerator method) (optimas.generators.AxSingleFidelityGenerator method) (optimas.generators.GridSamplingGenerator method) (optimas.generators.LineSamplingGenerator method) (optimas.generators.RandomSamplingGenerator method) initialize() (optimas.evaluators.ChainEvaluator method) (optimas.evaluators.FunctionEvaluator method) (optimas.evaluators.MultitaskEvaluator method) (optimas.evaluators.TemplateEvaluator method) is_fidelity (optimas.core.VaryingParameter attribute) is_fixed (optimas.core.VaryingParameter property) is_manager (optimas.explorations.Exploration property) J json() (optimas.core.Objective method) (optimas.core.Parameter method) (optimas.core.Task method) (optimas.core.TrialParameter method) (optimas.core.VaryingParameter method) L LineSamplingGenerator (class in optimas.generators) lower_bound (optimas.core.VaryingParameter attribute) M mark_as() (optimas.core.Trial method) mark_evaluation_as_failed() (optimas.explorations.Exploration method) mark_trial_as_failed() (optimas.generators.AxClientGenerator method) (optimas.generators.AxMultiFidelityGenerator method) (optimas.generators.AxMultitaskGenerator method) (optimas.generators.AxSingleFidelityGenerator method) (optimas.generators.GridSamplingGenerator method) (optimas.generators.LineSamplingGenerator method) (optimas.generators.RandomSamplingGenerator method) minimize (optimas.core.Objective attribute) model (optimas.generators.AxClientGenerator property) (optimas.generators.AxMultiFidelityGenerator property) (optimas.generators.AxSingleFidelityGenerator property) model_computed_fields (optimas.core.Objective attribute) (optimas.core.Parameter attribute) (optimas.core.Task attribute) (optimas.core.TrialParameter attribute) (optimas.core.VaryingParameter attribute) model_config (optimas.core.Objective attribute) (optimas.core.Parameter attribute) (optimas.core.Task attribute) (optimas.core.TrialParameter attribute) (optimas.core.VaryingParameter attribute) model_construct() (optimas.core.Objective class method) (optimas.core.Parameter class method) (optimas.core.Task class method) (optimas.core.TrialParameter class method) (optimas.core.VaryingParameter class method) model_copy() (optimas.core.Objective method) (optimas.core.Parameter method) (optimas.core.Task method) (optimas.core.TrialParameter method) (optimas.core.VaryingParameter method) model_dump() (optimas.core.Objective method) (optimas.core.Parameter method) (optimas.core.Task method) (optimas.core.TrialParameter method) (optimas.core.VaryingParameter method) model_dump_json() (optimas.core.Objective method) (optimas.core.Parameter method) (optimas.core.Task method) (optimas.core.TrialParameter method) (optimas.core.VaryingParameter method) model_extra (optimas.core.Objective property) (optimas.core.Parameter property) (optimas.core.Task property) (optimas.core.TrialParameter property) (optimas.core.VaryingParameter property) model_fields (optimas.core.Objective attribute) (optimas.core.Parameter attribute) (optimas.core.Task attribute) (optimas.core.TrialParameter attribute) (optimas.core.VaryingParameter attribute) model_fields_set (optimas.core.Objective property) (optimas.core.Parameter property) (optimas.core.Task property) (optimas.core.TrialParameter property) (optimas.core.VaryingParameter property) model_json_schema() (optimas.core.Objective class method) (optimas.core.Parameter class method) (optimas.core.Task class method) (optimas.core.TrialParameter class method) (optimas.core.VaryingParameter class method) model_parametrized_name() (optimas.core.Objective class method) (optimas.core.Parameter class method) (optimas.core.Task class method) (optimas.core.TrialParameter class method) (optimas.core.VaryingParameter class method) model_post_init() (optimas.core.Objective method) (optimas.core.Parameter method) (optimas.core.Task method) (optimas.core.TrialParameter method) (optimas.core.VaryingParameter method) model_rebuild() (optimas.core.Objective class method) (optimas.core.Parameter class method) (optimas.core.Task class method) (optimas.core.TrialParameter class method) (optimas.core.VaryingParameter class method) model_validate() (optimas.core.Objective class method) (optimas.core.Parameter class method) (optimas.core.Task class method) (optimas.core.TrialParameter class method) (optimas.core.VaryingParameter class method) model_validate_json() (optimas.core.Objective class method) (optimas.core.Parameter class method) (optimas.core.Task class method) (optimas.core.TrialParameter class method) (optimas.core.VaryingParameter class method) model_validate_strings() (optimas.core.Objective class method) (optimas.core.Parameter class method) (optimas.core.Task class method) (optimas.core.TrialParameter class method) (optimas.core.VaryingParameter class method) MultitaskEvaluator (class in optimas.evaluators) N n_completed_trials (optimas.generators.AxClientGenerator property) (optimas.generators.AxMultiFidelityGenerator property) (optimas.generators.AxMultitaskGenerator property) (optimas.generators.AxSingleFidelityGenerator property) (optimas.generators.GridSamplingGenerator property) (optimas.generators.LineSamplingGenerator property) (optimas.generators.RandomSamplingGenerator property) n_evaluated_trials (optimas.generators.AxClientGenerator property) (optimas.generators.AxMultiFidelityGenerator property) (optimas.generators.AxMultitaskGenerator property) (optimas.generators.AxSingleFidelityGenerator property) (optimas.generators.GridSamplingGenerator property) (optimas.generators.LineSamplingGenerator property) (optimas.generators.RandomSamplingGenerator property) n_failed_trials (optimas.generators.AxClientGenerator property) (optimas.generators.AxMultiFidelityGenerator property) (optimas.generators.AxMultitaskGenerator property) (optimas.generators.AxSingleFidelityGenerator property) (optimas.generators.GridSamplingGenerator property) (optimas.generators.LineSamplingGenerator property) (optimas.generators.RandomSamplingGenerator property) n_given_trials (optimas.generators.AxClientGenerator property) (optimas.generators.AxMultiFidelityGenerator property) (optimas.generators.AxMultitaskGenerator property) (optimas.generators.AxSingleFidelityGenerator property) (optimas.generators.GridSamplingGenerator property) (optimas.generators.LineSamplingGenerator property) (optimas.generators.RandomSamplingGenerator property) n_init (optimas.core.Task attribute) n_opt (optimas.core.Task attribute) n_queued_trials (optimas.generators.AxClientGenerator property) (optimas.generators.AxMultiFidelityGenerator property) (optimas.generators.AxMultitaskGenerator property) (optimas.generators.AxSingleFidelityGenerator property) (optimas.generators.GridSamplingGenerator property) (optimas.generators.LineSamplingGenerator property) (optimas.generators.RandomSamplingGenerator property) name (optimas.core.Objective attribute) (optimas.core.Parameter attribute) (optimas.core.Task attribute) (optimas.core.TrialParameter attribute) (optimas.core.VaryingParameter attribute) O Objective (class in optimas.core) objective_evaluations (optimas.core.Trial property) objectives (optimas.core.Trial property) (optimas.diagnostics.ExplorationDiagnostics property) (optimas.generators.AxClientGenerator property) (optimas.generators.AxMultiFidelityGenerator property) (optimas.generators.AxMultitaskGenerator property) (optimas.generators.AxSingleFidelityGenerator property) (optimas.generators.GridSamplingGenerator property) (optimas.generators.LineSamplingGenerator property) (optimas.generators.RandomSamplingGenerator property) objectives_as_dict() (optimas.core.Trial method) P Parameter (class in optimas.core) parameter (optimas.core.Evaluation property) parameter_evaluations (optimas.core.Trial property) parameter_values (optimas.core.Trial property) parameters_as_dict() (optimas.core.Trial method) parse_file() (optimas.core.Objective class method) (optimas.core.Parameter class method) (optimas.core.Task class method) (optimas.core.TrialParameter class method) (optimas.core.VaryingParameter class method) parse_obj() (optimas.core.Objective class method) (optimas.core.Parameter class method) (optimas.core.Task class method) (optimas.core.TrialParameter class method) (optimas.core.VaryingParameter class method) parse_raw() (optimas.core.Objective class method) (optimas.core.Parameter class method) (optimas.core.Task class method) (optimas.core.TrialParameter class method) (optimas.core.VaryingParameter class method) plot_contour() (optimas.utils.AxModelManager method) plot_cross_validation() (optimas.utils.AxModelManager method) plot_feature_importance() (optimas.utils.AxModelManager method) plot_history() (optimas.diagnostics.ExplorationDiagnostics method) plot_objective() (optimas.diagnostics.ExplorationDiagnostics method) plot_pareto_front() (optimas.diagnostics.ExplorationDiagnostics method) plot_slice() (optimas.utils.AxModelManager method) plot_worker_timeline() (optimas.diagnostics.ExplorationDiagnostics method) print_best_evaluations() (optimas.diagnostics.ExplorationDiagnostics method) print_evaluation() (optimas.diagnostics.ExplorationDiagnostics method) R RandomSamplingGenerator (class in optimas.generators) returns_id (optimas.generators.AxClientGenerator attribute) (optimas.generators.AxMultiFidelityGenerator attribute) (optimas.generators.AxMultitaskGenerator attribute) (optimas.generators.AxSingleFidelityGenerator attribute) (optimas.generators.GridSamplingGenerator attribute) (optimas.generators.LineSamplingGenerator attribute) (optimas.generators.RandomSamplingGenerator attribute) run() (optimas.explorations.Exploration method) S save_model_to_file() (optimas.generators.AxClientGenerator method) (optimas.generators.AxMultiFidelityGenerator method) (optimas.generators.AxMultitaskGenerator method) (optimas.generators.AxSingleFidelityGenerator method) (optimas.generators.GridSamplingGenerator method) (optimas.generators.LineSamplingGenerator method) (optimas.generators.RandomSamplingGenerator method) save_name (optimas.core.TrialParameter attribute) schema() (optimas.core.Objective class method) (optimas.core.Parameter class method) (optimas.core.Task class method) (optimas.core.TrialParameter class method) (optimas.core.VaryingParameter class method) schema_json() (optimas.core.Objective class method) (optimas.core.Parameter class method) (optimas.core.Task class method) (optimas.core.TrialParameter class method) (optimas.core.VaryingParameter class method) sem (optimas.core.Evaluation property) set_fidelity_param() (optimas.generators.AxMultiFidelityGenerator method) status (optimas.core.Trial property) suggest() (optimas.generators.AxClientGenerator method) (optimas.generators.AxMultiFidelityGenerator method) (optimas.generators.AxMultitaskGenerator method) (optimas.generators.AxSingleFidelityGenerator method) (optimas.generators.GridSamplingGenerator method) (optimas.generators.LineSamplingGenerator method) (optimas.generators.RandomSamplingGenerator method) T Task (class in optimas.core) tell_trials() (optimas.generators.AxClientGenerator method) (optimas.generators.AxMultiFidelityGenerator method) (optimas.generators.AxMultitaskGenerator method) (optimas.generators.AxSingleFidelityGenerator method) (optimas.generators.GridSamplingGenerator method) (optimas.generators.LineSamplingGenerator method) (optimas.generators.RandomSamplingGenerator method) TemplateEvaluator (class in optimas.evaluators) to_dict() (optimas.core.Trial method) Trial (class in optimas.core) TrialParameter (class in optimas.core) U update_forward_refs() (optimas.core.Objective class method) (optimas.core.Parameter class method) (optimas.core.Task class method) (optimas.core.TrialParameter class method) (optimas.core.VaryingParameter class method) update_parameter() (optimas.generators.AxClientGenerator method) (optimas.generators.AxMultiFidelityGenerator method) (optimas.generators.AxMultitaskGenerator method) (optimas.generators.AxSingleFidelityGenerator method) (optimas.generators.GridSamplingGenerator method) (optimas.generators.LineSamplingGenerator method) (optimas.generators.RandomSamplingGenerator method) update_range() (optimas.core.VaryingParameter method) (optimas.generators.AxClientGenerator method) (optimas.generators.AxMultiFidelityGenerator method) (optimas.generators.AxSingleFidelityGenerator method) upper_bound (optimas.core.VaryingParameter attribute) use_cuda (optimas.generators.AxClientGenerator property) (optimas.generators.AxMultiFidelityGenerator property) (optimas.generators.AxMultitaskGenerator property) (optimas.generators.AxSingleFidelityGenerator property) (optimas.generators.GridSamplingGenerator property) (optimas.generators.LineSamplingGenerator property) (optimas.generators.RandomSamplingGenerator property) V validate() (optimas.core.Objective class method) (optimas.core.Parameter class method) (optimas.core.Task class method) (optimas.core.TrialParameter class method) (optimas.core.VaryingParameter class method) value (optimas.core.Evaluation property) varying_parameters (optimas.core.Trial property) (optimas.diagnostics.ExplorationDiagnostics property) (optimas.generators.AxClientGenerator property) (optimas.generators.AxMultiFidelityGenerator property) (optimas.generators.AxMultitaskGenerator property) (optimas.generators.AxSingleFidelityGenerator property) (optimas.generators.GridSamplingGenerator property) (optimas.generators.LineSamplingGenerator property) (optimas.generators.RandomSamplingGenerator property) VaryingParameter (class in optimas.core) vocs (optimas.generators.AxClientGenerator property) (optimas.generators.AxMultiFidelityGenerator property) (optimas.generators.AxMultitaskGenerator property) (optimas.generators.AxSingleFidelityGenerator property) (optimas.generators.GridSamplingGenerator property) (optimas.generators.LineSamplingGenerator property) (optimas.generators.RandomSamplingGenerator property)
