Index A | B | C | D | E | F | G | H | I | L | M | N | O | P | R | S | T | W | Z A app_view() (in module boa.plotting) append_timestamp (boa.config.BOAScriptOptions attribute) B base_path (boa.config.BOAScriptOptions attribute) BaseWrapper (class in boa.wrappers.base_wrapper) best_fitted_trials() (boa.scheduler.Scheduler method) best_raw_trials() (boa.scheduler.Scheduler method) boa.ax_instantiation_utils module boa.config module boa.controller module boa.instantiation_base module boa.metaclasses module boa.metrics module boa.metrics.metric_funcs module boa.metrics.metrics module boa.metrics.modular_metric module boa.metrics.synthetic_funcs module boa.plot module boa.plotting module boa.runner module boa.scheduler module boa.storage module boa.template module boa.utils module boa.wrappers module boa.wrappers.base_wrapper module boa.wrappers.script_wrapper module boa.wrappers.wrapper_utils module BOA_METRIC (boa.config.MetricType attribute) boa_params_to_wpr() (boa.config.BOAConfig static method) BOAConfig (class in boa.config) BoaInstantiationBase (class in boa.instantiation_base) BOAMetric (class in boa.config) BOAObjective (class in boa.config) BOAScriptOptions (class in boa.config) BOASklearnMetric (class in boa.metrics.metrics) C cd_and_cd_back() (in module boa.wrappers.wrapper_utils) cd_and_cd_back_dec() (in module boa.wrappers.wrapper_utils) choose_generation_strategy_from_experiment() (in module boa.ax_instantiation_utils) clone() (boa.metrics.modular_metric.ModularMetric method) config (boa.wrappers.base_wrapper.BaseWrapper property) config_path (boa.config.BOAConfig attribute) Controller (class in boa.controller) convert_deprecated() (boa.config.BOAConfig class method) convert_type() (in module boa.utils) D deprecation() (in module boa.utils) deserialize_init_args() (boa.metrics.modular_metric.ModularMetric class method) dim (boa.metrics.synthetic_funcs.Hartmann4 attribute) dump_scheduler_data() (in module boa.storage) E exp_name (boa.config.BOAScriptOptions attribute) exp_opt_to_csv() (in module boa.storage) experiment_dir (boa.config.BOAScriptOptions attribute) (boa.wrappers.base_wrapper.BaseWrapper property) extract_init_args() (in module boa.utils) F f() (boa.metrics.modular_metric.ModularMetric method) fetch_trial_data (boa.config.BOAScriptOptions attribute) fetch_trial_data() (boa.metrics.modular_metric.ModularMetric method) (boa.wrappers.base_wrapper.BaseWrapper method) (boa.wrappers.script_wrapper.ScriptWrapper method) from_deprecated() (boa.config.BOAConfig class method) from_dict() (boa.wrappers.base_wrapper.BaseWrapper class method) from_jsonlike() (boa.config.BOAConfig class method) from_scheduler_path() (boa.controller.Controller class method) from_str_or_enum() (boa.utils.StrEnum class method) G generation_strategy (boa.config.BOAConfig attribute) get_boa_metric() (in module boa.metrics.metrics) get_callable_signature() (in module boa.utils) get_dictionary_from_callable() (in module boa.utils) get_dictionary_matching_signature() (in module boa.utils) get_dt_now_as_str() (in module boa.wrappers.wrapper_utils) get_experiment() (in module boa.ax_instantiation_utils) get_generation_strategy() (in module boa.ax_instantiation_utils) get_metric_by_class_name() (in module boa.metrics.metrics) get_metric_from_config() (in module boa.metrics.metrics) get_metric_from_metric_config() (boa.instantiation_base.BoaInstantiationBase class method) get_metrics_from_obj_config() (boa.instantiation_base.BoaInstantiationBase class method) get_scheduler() (in module boa.ax_instantiation_utils) get_sklearn_func() (in module boa.metrics.metric_funcs) get_synth_func() (in module boa.metrics.synthetic_funcs) get_trial_dir() (in module boa.wrappers.wrapper_utils) H Hartmann4 (class in boa.metrics.synthetic_funcs) I info_only (boa.config.BOAMetric attribute) initialize_scheduler() (boa.controller.Controller method) initialize_wrapper() (boa.controller.Controller static method) (in module boa.wrappers.wrapper_utils) instantiate_search_space_from_json() (in module boa.ax_instantiation_utils) is_available_while_running() (boa.metrics.modular_metric.ModularMetric class method) L load_config() (boa.wrappers.base_wrapper.BaseWrapper method) (boa.wrappers.script_wrapper.ScriptWrapper method) load_json() (in module boa.wrappers.wrapper_utils) load_jsonlike() (in module boa.wrappers.wrapper_utils) load_yaml() (in module boa.wrappers.wrapper_utils) M make_experiment_dir() (in module boa.wrappers.wrapper_utils) make_objectives() (boa.instantiation_base.BoaInstantiationBase class method) make_optimization_config() (boa.instantiation_base.BoaInstantiationBase class method) make_trial_dir() (in module boa.wrappers.wrapper_utils) mapping (boa.config.BOAConfig attribute) Mean (class in boa.metrics.metrics) mean (in module boa.metrics.metrics) mean_squared_error (in module boa.metrics.metrics) MeanSquaredError (class in boa.metrics.metrics) metric (boa.config.BOAMetric attribute) METRIC (boa.config.MetricType attribute) metric_func_kwargs (boa.config.BOAMetric attribute) metric_names (boa.wrappers.base_wrapper.BaseWrapper property) metric_type (boa.config.BOAMetric attribute) MetricRegister (class in boa.metaclasses) metrics (boa.config.BOAObjective attribute) MetricType (class in boa.config) minimize (boa.config.BOAMetric attribute) (boa.config.BOAObjective attribute) mk_experiment_dir() (boa.wrappers.base_wrapper.BaseWrapper method) (boa.wrappers.script_wrapper.ScriptWrapper method) model_options (boa.config.BOAConfig attribute) ModularMetric (class in boa.metrics.modular_metric) module boa.ax_instantiation_utils boa.config boa.controller boa.instantiation_base boa.metaclasses boa.metrics boa.metrics.metric_funcs boa.metrics.metrics boa.metrics.modular_metric boa.metrics.synthetic_funcs boa.plot boa.plotting boa.runner boa.scheduler boa.storage boa.template boa.utils boa.wrappers boa.wrappers.base_wrapper boa.wrappers.script_wrapper boa.wrappers.wrapper_utils MSE (in module boa.metrics.metrics) N n_trials (boa.config.BOAConfig attribute) name (boa.config.BOAMetric attribute) noise_sd (boa.config.BOAMetric attribute) normalized_root_mean_squared_error (in module boa.metrics.metrics) normalized_root_mean_squared_error() (in module boa.metrics.metric_funcs) NormalizedRootMeanSquaredError (class in boa.metrics.metrics) NRMSE (in module boa.metrics.metrics) O objective (boa.config.BOAConfig attribute) objective_thresholds (boa.config.BOAObjective attribute) optimal_value (boa.metrics.synthetic_funcs.Hartmann4 property) optimizers (boa.metrics.synthetic_funcs.Hartmann4 property) orig_config (boa.config.BOAConfig attribute) outcome_constraints (boa.config.BOAObjective attribute) output_dir (boa.config.BOAScriptOptions attribute) (boa.wrappers.base_wrapper.BaseWrapper property) P param_names (boa.config.BOAMetric attribute) parameter_constraints (boa.config.BOAConfig attribute) parameter_keys (boa.config.BOAConfig attribute) parameters (boa.config.BOAConfig attribute) pass_through (in module boa.metrics.metrics) pass_through_metric (in module boa.metrics.metrics) PASSTHROUGH (boa.config.MetricType attribute) PassThrough (class in boa.metrics.metrics) passthrough (in module boa.metrics.metrics) PassThroughMetric (in module boa.metrics.metrics) path() (boa.wrappers.base_wrapper.BaseWrapper class method) plot_contours() (in module boa.plotting) plot_metrics_trace() (in module boa.plotting) plot_pareto_frontier() (in module boa.plotting) plot_slice() (in module boa.plotting) poll_trial_status() (boa.runner.WrappedJobRunner method) properties (boa.config.BOAMetric attribute) R R2 (in module boa.metrics.metrics) r2_score (in module boa.metrics.metrics) recursive_deserialize() (in module boa.storage) rel_to_config (boa.config.BOAScriptOptions attribute) rel_to_launch (boa.config.BOAScriptOptions attribute) render_template_from_path() (in module boa.template) report_results() (boa.scheduler.Scheduler method) RMSE (in module boa.metrics.metrics) root_mean_squared_error (in module boa.metrics.metrics) RootMeanSquaredError (class in boa.metrics.metrics) RSquared (class in boa.metrics.metrics) run() (boa.controller.Controller method) (boa.runner.WrappedJobRunner method) run_model (boa.config.BOAScriptOptions attribute) run_model() (boa.wrappers.base_wrapper.BaseWrapper method) (boa.wrappers.script_wrapper.ScriptWrapper method) run_multiple() (boa.runner.WrappedJobRunner method) RunnerRegister (class in boa.metaclasses) S save_data() (boa.scheduler.Scheduler method) save_trial_data() (in module boa.wrappers.wrapper_utils) scheduler (boa.config.BOAConfig attribute) Scheduler (class in boa.scheduler) scheduler_from_json_file() (in module boa.storage) scheduler_from_json_snapshot() (in module boa.storage) scheduler_opt_to_csv() (in module boa.storage) scheduler_to_df() (in module boa.plotting) scheduler_to_json_file() (in module boa.storage) scheduler_to_json_snapshot() (in module boa.storage) script_options (boa.config.BOAConfig attribute) ScriptWrapper (class in boa.wrappers.script_wrapper) serialize_init_args() (boa.metrics.modular_metric.ModularMetric class method) (in module boa.utils) set_trial_status (boa.config.BOAScriptOptions attribute) set_trial_status() (boa.wrappers.base_wrapper.BaseWrapper method) (boa.wrappers.script_wrapper.ScriptWrapper method) setup() (boa.wrappers.base_wrapper.BaseWrapper method) setup_sklearn_metric() (in module boa.metrics.metric_funcs) setup_synthetic_metric() (in module boa.metrics.synthetic_funcs) SKLEARN_METRIC (boa.config.MetricType attribute) split_shell_command() (in module boa.wrappers.wrapper_utils) start_logger() (boa.controller.Controller method) StrEnum (class in boa.utils) SYNTHETIC_METRIC (boa.config.MetricType attribute) T to_dict() (boa.metrics.modular_metric.ModularMetric method) (boa.runner.WrappedJobRunner method) (boa.wrappers.base_wrapper.BaseWrapper method) torch_device() (in module boa.utils) trials (boa.config.BOAConfig property) W weight (boa.config.BOAMetric attribute) (boa.metrics.modular_metric.ModularMetric property) working_dir (boa.config.BOAScriptOptions attribute) (boa.wrappers.base_wrapper.BaseWrapper property) wpr_params_to_boa() (boa.config.BOAConfig static method) WrappedJobRunner (class in boa.runner) wrapper_name (boa.config.BOAScriptOptions attribute) wrapper_path (boa.config.BOAScriptOptions attribute) WrapperRegister (class in boa.metaclasses) write_configs (boa.config.BOAScriptOptions attribute) write_configs() (boa.wrappers.base_wrapper.BaseWrapper method) (boa.wrappers.script_wrapper.ScriptWrapper method) write_exception_to_log() (in module boa.metaclasses) Z zfilled_trial_index() (in module boa.wrappers.wrapper_utils)