Index

A

ac() (in module selector.run_ac) add_to_pool() (selector.generators.surrogates.cppl_surrogate.CPPL method) avg_dist_evals() (selector.selection_features.FeatureGenerator method)

avg_dist_rel() (selector.selection_features.FeatureGenerator method) avg_dist_sel() (selector.selection_features.FeatureGenerator method) avg_rel_evals_qual() (selector.selection_features.FeatureGenerator method)

B

base (selector.pool.Generator attribute) base_point() (in module selector.generators.base_point_generator) best_and_random (selector.generators.variable_graph_point_generator.Mode attribute)

best_finisher (selector.pool.Tournament attribute) best_rel_evals_qual() (selector.selection_features.FeatureGenerator method) bound (selector.pool.Parameter attribute)

C

C (selector.generators.variable_graph_point_generator.LabelType attribute) calibrate_pca() (selector.generators.surrogates.cppl_surrogate.CPPL method) cap (selector.pool.Status attribute) categorical (selector.pool.ParamType attribute) centered (selector.generators.lhs_point_generator.LHSType attribute) check_conditionals() (in module selector.generators.default_point_generator) check_log_folder() (in module selector.log_setup) check_no_goods() (in module selector.generators.default_point_generator) check_valid() (in module selector.generators.variable_graph_point_generator) choose_parents() (in module selector.generators.variable_graph_point_generator) classic (selector.generators.lhs_point_generator.LHSType attribute) clean_up() (selector.cleanup.TempFileCleaner method) clear_logs() (in module selector.log_setup) compute_a() (selector.generators.surrogates.cppl_surrogate.CPPL method) compute_b() (selector.generators.surrogates.cppl_surrogate.CPPL method) compute_c() (selector.generators.surrogates.cppl_surrogate.CPPL method) compute_confidence() (selector.generators.surrogates.cppl_surrogate.CPPL method) compute_feature_map() (selector.generators.surrogates.cppl_surrogate.CPPL method)

compute_gradient() (selector.generators.surrogates.cppl_surrogate.CPPL method) compute_hessian() (selector.generators.surrogates.cppl_surrogate.CPPL method) compute_performances() (in module selector.best_conf) condition (selector.pool.Parameter attribute) conf (selector.pool.Configuration attribute) ConfEncoder (class in selector.log_setup) config_translator() (in module selector.configuration_translator) Configuration (class in selector.pool) configuration_ids (selector.pool.Tournament attribute) configurations (selector.pool.Tournament attribute) continuous (selector.pool.ParamType attribute) correlation (selector.generators.lhs_point_generator.Criterion attribute) CPPL (class in selector.generators.surrogates.cppl_surrogate) cppl (selector.pool.Generator attribute) CPPL (selector.pool.Surrogates attribute) cpu_bind_children() (in module selector.ta_execution) create_new_conf() (selector.generators.surrogates.cppl_surrogate.CPPL method) Criterion (class in selector.generators.lhs_point_generator)

D

decide_for_O() (in module selector.generators.variable_graph_point_generator) default_point() (in module selector.generators.default_point_generator) delete_from_pool() (selector.generators.surrogates.cppl_surrogate.CPPL method)

diff_pred_real_qual() (selector.selection_features.FeatureGenerator method) distance_stats() (in module selector.hp_point_selection) diversity_feature_gen() (selector.selection_features.FeatureGenerator method) dynamic_feature_gen() (selector.selection_features.FeatureGenerator method)

E

ei() (selector.generators.surrogates.surrogates.SurrogateManager method) enqueue_output() (in module selector.ta_execution) expected_improve() (selector.selection_features.FeatureGenerator method)

expected_improvement() (selector.generators.surrogates.cppl_surrogate.CPPL method) (selector.generators.surrogates.ggapp_surrogate.GGAppSurr method) (selector.generators.surrogates.smac_surrogate.SmacSurr method) expected_qual() (selector.selection_features.FeatureGenerator method)

F

FeatureGenerator (class in selector.selection_features)

file_in_use() (selector.cleanup.TempFileCleaner method) from_log_space() (selector.generators.surrogates.cppl_surrogate.CPPL method)

G

generate_space() (in module selector.generators.lhs_point_generator) Generator (class in selector.pool) generator (selector.pool.Configuration attribute) get_categorical() (in module selector.read_files) get_censored_runtime_for_instance_set() (in module selector.tournament_performance) get_censored_runtime_of_configuration() (in module selector.tournament_performance) get_command_line_args() (selector.test.test_data.tap_work_wrapper.TAP_Work_Wrapper method) get_conditional() (in module selector.read_files) get_conf_time_out() (in module selector.tournament_performance) get_continuous() (in module selector.read_files) get_costs() (selector.generators.surrogates.ggapp_surrogate.GGAppSurr method) get_free_core() (selector.ta_result_store.TargetAlgorithmObserver method) get_get_tournament_membership_with_ray_id() (in module selector.tournament_bookkeeping) get_instances_no_results() (in module selector.tournament_performance) get_intermediate_output() (selector.ta_result_store.TargetAlgorithmObserver method) get_n_points() (in module selector.generators.lhs_point_generator) get_no_goods() (in module selector.read_files) get_relatives() (in module selector.hp_point_selection)

get_results() (selector.ta_result_store.TargetAlgorithmObserver method) get_results_single() (selector.ta_result_store.TargetAlgorithmObserver method) get_running_processes() (in module selector.ta_execution) get_runtime_for_instance_set_with_timeout() (in module selector.tournament_performance) get_start() (selector.ta_result_store.TargetAlgorithmObserver method) get_subset() (selector.instance_sets.TimedInstanceSet method) get_suggestions() (selector.generators.surrogates.cppl_surrogate.CPPL method) (selector.generators.surrogates.ggapp_surrogate.GGAppSurr method) (selector.generators.surrogates.smac_surrogate.SmacSurr method) get_ta_arguments_from_pcs() (in module selector.read_files) get_tasks() (in module selector.tournament_bookkeeping) get_termination_history() (selector.ta_result_store.TargetAlgorithmObserver method) get_termination_single() (selector.ta_result_store.TargetAlgorithmObserver method) get_tournament() (selector.ta_result_store.TargetAlgorithmObserver method) get_tournament_history() (selector.ta_result_store.TargetAlgorithmObserver method) get_tournament_membership() (in module selector.tournament_bookkeeping) ggapp (selector.pool.Generator attribute) GGAppSurr (class in selector.generators.surrogates.ggapp_surrogate) graph_crossover() (in module selector.generators.variable_graph_point_generator)

H

HyperparameterizedSelector (class in selector.pointselector)

HyperparameterizedSelectorTest (class in selector.test.test_pointselector)

I

id (selector.pool.Configuration attribute) (selector.pool.Tournament attribute) init_tournament() (selector.tournament_dispatcher.MiniTournamentDispatcher method)

instance_set (selector.pool.Tournament attribute) instance_set_id (selector.pool.Tournament attribute) InstanceMonitor (class in selector.instance_monitor) integer (selector.pool.ParamType attribute)

K

kill_process_tree() (in module selector.ta_execution)

L

LabelType (class in selector.generators.variable_graph_point_generator) lhc (selector.pool.Generator attribute) lhc_points() (in module selector.generators.lhs_point_generator)

LHSType (class in selector.generators.lhs_point_generator) list_open_files() (selector.cleanup.TempFileCleaner method) LoadOptionsFromFile (class in selector.scenario) log_termination_setting() (in module selector.log_setup)

M

maximin (selector.generators.lhs_point_generator.Criterion attribute) MiniTournamentDispatcher (class in selector.tournament_dispatcher) Mode (class in selector.generators.variable_graph_point_generator) module selector selector.best_conf selector.cleanup selector.configuration_translator selector.generators selector.generators.base_point_generator selector.generators.default_point_generator selector.generators.lhs_point_generator selector.generators.random_point_generator selector.generators.surrogates selector.generators.surrogates.cppl_surrogate selector.generators.surrogates.ggapp_surrogate selector.generators.surrogates.smac_surrogate selector.generators.surrogates.surrogates selector.generators.variable_graph_point_generator selector.hp_point_selection selector.instance_monitor selector.instance_sets selector.log_setup selector.mini_tournaments selector.point_gen selector.pointselector selector.pool selector.read_files selector.run_ac selector.scenario selector.selection_features selector.ta_execution selector.ta_result_store selector.test.test_data selector.test.test_data.tap_work_wrapper selector.test.test_instance_sets selector.test.test_pointselector selector.test.test_scenario selector.test.test_tournament_bookkeeping selector.test.test_tournament_performance selector.tournament_bookkeeping selector.tournament_dispatcher selector.tournament_monitor selector.tournament_performance selector.winner_instance_monitor

Monitor (class in selector.tournament_monitor) monitor (selector.pool.TaskType attribute) monitor() (selector.instance_monitor.InstanceMonitor method) (selector.tournament_monitor.Monitor method) (selector.winner_instance_monitor.WinnerInstanceMonitor method)

N

N (selector.generators.variable_graph_point_generator.LabelType attribute) name (selector.pool.Parameter attribute)

next_set() (selector.instance_sets.TimedInstanceSet method) next_tournament_run() (selector.tournament_dispatcher.MiniTournamentDispatcher method) normalize_plus_cond_acc() (in module selector.hp_point_selection)

O

O (selector.generators.variable_graph_point_generator.LabelType attribute) offline_mini_tournament_configuration() (in module selector.mini_tournaments)

only_best (selector.generators.variable_graph_point_generator.Mode attribute) original_bound (selector.pool.Parameter attribute) overall_best_update() (in module selector.tournament_performance)

P

pairwise_distances() (in module selector.hp_point_selection) Parameter (class in selector.pool) ParamType (class in selector.pool) parse_args() (in module selector.scenario) pca_inst_feat_file() (selector.generators.surrogates.smac_surrogate.SmacSurr method) percent_rel_evals() (selector.selection_features.FeatureGenerator method) pi() (selector.generators.surrogates.surrogates.SurrogateManager method) point_generator() (selector.point_gen.PointGen method) PointGen (class in selector.point_gen) PointSelector (class in selector.pointselector) predict() (selector.generators.surrogates.cppl_surrogate.CPPL method) (selector.generators.surrogates.ggapp_surrogate.GGAppSurr method) (selector.generators.surrogates.smac_surrogate.SmacSurr method) (selector.generators.surrogates.surrogates.SurrogateManager method)

prob_qual_improve() (selector.selection_features.FeatureGenerator method) probability_improvement() (selector.generators.surrogates.cppl_surrogate.CPPL method) (selector.generators.surrogates.ggapp_surrogate.GGAppSurr method) (selector.generators.surrogates.smac_surrogate.SmacSurr method) process_parameter() (selector.generators.surrogates.cppl_surrogate.CPPL method) put_intermediate_output() (selector.ta_result_store.TargetAlgorithmObserver method) put_result() (selector.ta_result_store.TargetAlgorithmObserver method) put_start() (selector.ta_result_store.TargetAlgorithmObserver method) put_termination_history() (selector.ta_result_store.TargetAlgorithmObserver method) put_tournament_history() (selector.ta_result_store.TargetAlgorithmObserver method) put_tournament_update() (selector.ta_result_store.TargetAlgorithmObserver method)

R

random (selector.generators.variable_graph_point_generator.Mode attribute) (selector.pool.Generator attribute) random_point() (in module selector.generators.random_point_generator) random_set_conf() (in module selector.generators.random_point_generator) RandomPointselectorTest (class in selector.test.test_pointselector) RandomSelector (class in selector.pointselector) ratio (selector.generators.lhs_point_generator.Criterion attribute) ray_object_store (selector.pool.Tournament attribute) read_instance_features() (in module selector.read_files)

read_instance_paths() (in module selector.read_files) read_run_hstory() (in module selector.best_conf) read_scenario_files() (selector.scenario.Scenario method) record_core_affinity() (selector.ta_result_store.TargetAlgorithmObserver method) remove_core_affinity() (selector.ta_result_store.TargetAlgorithmObserver method) remove_tournament() (selector.ta_result_store.TargetAlgorithmObserver method) reset_conditionals() (in module selector.generators.random_point_generator) reset_no_goods() (in module selector.generators.random_point_generator) (in module selector.generators.variable_graph_point_generator) running (selector.pool.Status attribute)

S

safe_best() (in module selector.best_conf) save_latest_logs() (in module selector.log_setup) save_rt_results() (selector.ta_result_store.TargetAlgorithmObserver method) save_tournament_history() (selector.ta_result_store.TargetAlgorithmObserver method) scale (selector.pool.Parameter attribute) scale_conf() (selector.generators.surrogates.cppl_surrogate.CPPL method) Scenario (class in selector.scenario) scenario_from_file() (selector.scenario.Scenario method) ScenarioTest (class in selector.test.test_scenario) select_from_set() (selector.generators.surrogates.cppl_surrogate.CPPL method) select_point() (in module selector.hp_point_selection) select_points() (selector.pointselector.HyperparameterizedSelector method) (selector.pointselector.PointSelector method) (selector.pointselector.RandomSelector method) selector module selector.best_conf module selector.cleanup module selector.configuration_translator module selector.generators module selector.generators.base_point_generator module selector.generators.default_point_generator module selector.generators.lhs_point_generator module selector.generators.random_point_generator module selector.generators.surrogates module selector.generators.surrogates.cppl_surrogate module selector.generators.surrogates.ggapp_surrogate module selector.generators.surrogates.smac_surrogate module selector.generators.surrogates.surrogates module selector.generators.variable_graph_point_generator module selector.hp_point_selection module selector.instance_monitor module selector.instance_sets module selector.log_setup module selector.mini_tournaments module selector.point_gen module selector.pointselector module

selector.pool module selector.read_files module selector.run_ac module selector.scenario module selector.selection_features module selector.ta_execution module selector.ta_result_store module selector.test.test_data module selector.test.test_data.tap_work_wrapper module selector.test.test_instance_sets module selector.test.test_pointselector module selector.test.test_scenario module selector.test.test_tournament_bookkeeping module selector.test.test_tournament_performance module selector.tournament_bookkeeping module selector.tournament_dispatcher module selector.tournament_monitor module selector.tournament_performance module selector.winner_instance_monitor module set_cat() (selector.generators.surrogates.ggapp_surrogate.GGAppSurr method) set_config_label() (in module selector.generators.variable_graph_point_generator) setUp() (selector.test.test_instance_sets.TestInstanceSets method) (selector.test.test_pointselector.HyperparameterizedSelectorTest method) (selector.test.test_pointselector.RandomPointselectorTest method) (selector.test.test_scenario.ScenarioTest method) (selector.test.test_tournament_bookkeeping.TestTournamentBookkeeping method) (selector.test.test_tournament_performance.TestTournamentPerformance method) simulation() (in module selector.hp_point_selection) smac (selector.pool.Generator attribute) SMAC (selector.pool.Surrogates attribute) SmacSurr (class in selector.generators.surrogates.smac_surrogate) static_feature_gen() (selector.selection_features.FeatureGenerator method) Status (class in selector.pool) std_rel_evals_qual() (selector.selection_features.FeatureGenerator method) stop (selector.pool.Status attribute) suggest() (selector.generators.surrogates.surrogates.SurrogateManager method) suggest_from_outside_pool() (selector.generators.surrogates.cppl_surrogate.CPPL method) surr_votes() (selector.selection_features.FeatureGenerator method) SurrogateManager (class in selector.generators.surrogates.surrogates) Surrogates (class in selector.pool)

T

tae_from_cmd_wrapper_quality() (in module selector.ta_execution) tae_from_cmd_wrapper_rt() (in module selector.ta_execution) TAP_Work_Wrapper (class in selector.test.test_data.tap_work_wrapper) target_algorithm (selector.pool.TaskType attribute) TargetAlgorithmObserver (class in selector.ta_result_store) TaskType (class in selector.pool) TempFileCleaner (class in selector.cleanup) termination_check() (in module selector.ta_execution) (in module selector.tournament_bookkeeping) (selector.instance_monitor.InstanceMonitor method) (selector.tournament_monitor.Monitor method) (selector.winner_instance_monitor.WinnerInstanceMonitor method) test_get_censored_runtime_for_instance_set() (selector.test.test_tournament_performance.TestTournamentPerformance method) test_get_censored_runtime_of_configuration() (selector.test.test_tournament_performance.TestTournamentPerformance method) test_get_conf_time_out() (selector.test.test_tournament_performance.TestTournamentPerformance method) test_get_get_tournament_membership_with_ray_id() (selector.test.test_tournament_bookkeeping.TestTournamentBookkeeping method) test_get_instances_no_results() (selector.test.test_tournament_performance.TestTournamentPerformance method) test_get_runtime_for_instance_set_with_timeout() (selector.test.test_tournament_performance.TestTournamentPerformance method) test_get_subset() (selector.test.test_instance_sets.TestInstanceSets method) test_get_tasks() (selector.test.test_tournament_bookkeeping.TestTournamentBookkeeping method) test_get_tournament_membership() (selector.test.test_tournament_bookkeeping.TestTournamentBookkeeping method) test_hyperparameterized_pointselector() (selector.test.test_pointselector.HyperparameterizedSelectorTest method) test_instance_file_avail() (selector.test.test_scenario.ScenarioTest method) test_InstanceSet() (selector.test.test_instance_sets.TestInstanceSets method)

test_next_set() (selector.test.test_instance_sets.TestInstanceSets method) test_parameter_from_file() (selector.test.test_scenario.ScenarioTest method) test_random_pointselector() (selector.test.test_pointselector.RandomPointselectorTest method) test_scenario_from_dic() (selector.test.test_scenario.ScenarioTest method) test_scenario_from_sting() (selector.test.test_scenario.ScenarioTest method) test_scenario_type() (selector.test.test_scenario.ScenarioTest method) test_termination_check() (selector.test.test_tournament_bookkeeping.TestTournamentBookkeeping method) test_update_tasks() (selector.test.test_tournament_bookkeeping.TestTournamentBookkeeping method) TestInstanceSets (class in selector.test.test_instance_sets) TestTournamentBookkeeping (class in selector.test.test_tournament_bookkeeping) TestTournamentPerformance (class in selector.test.test_tournament_performance) time_measurment() (in module selector.ta_execution) TimedInstanceSet (class in selector.instance_sets) timeout (selector.pool.Status attribute) to_log_space() (selector.generators.surrogates.cppl_surrogate.CPPL method) Tournament (class in selector.pool) TournamentEncoder (class in selector.log_setup) track_file() (selector.cleanup.TempFileCleaner method) transfom_selector_scenario_for_ggapp() (selector.generators.surrogates.ggapp_surrogate.GGAppSurr method) transfom_selector_scenario_for_smac() (selector.generators.surrogates.smac_surrogate.SmacSurr method) transform_for_epm() (selector.generators.surrogates.smac_surrogate.SmacSurr method) transform_values() (selector.generators.surrogates.ggapp_surrogate.GGAppSurr method) (selector.generators.surrogates.smac_surrogate.SmacSurr method) type (selector.pool.Parameter attribute)

U

uncertainty_improve() (selector.selection_features.FeatureGenerator method) update() (selector.generators.surrogates.cppl_surrogate.CPPL method) (selector.generators.surrogates.ggapp_surrogate.GGAppSurr method) (selector.generators.surrogates.smac_surrogate.SmacSurr method) update_feature_store() (selector.generators.surrogates.cppl_surrogate.CPPL method) update_model_mini_batch() (selector.generators.surrogates.cppl_surrogate.CPPL method)

update_model_single_observation() (selector.generators.surrogates.cppl_surrogate.CPPL method) update_running_sums() (selector.generators.surrogates.cppl_surrogate.CPPL method) update_surr() (selector.generators.surrogates.surrogates.SurrogateManager method) update_tasks() (in module selector.tournament_bookkeeping) update_termination_history() (selector.instance_monitor.InstanceMonitor method) (selector.winner_instance_monitor.WinnerInstanceMonitor method) update_tournament() (selector.tournament_dispatcher.MiniTournamentDispatcher method)

V

var_graph (selector.pool.Generator attribute) variable_graph_point() (in module selector.generators.variable_graph_point_generator)

variable_graph_structure() (in module selector.generators.variable_graph_point_generator) verify_scenario() (selector.scenario.Scenario method)

W

win (selector.pool.Status attribute)

WinnerInstanceMonitor (class in selector.winner_instance_monitor) worst_finisher (selector.pool.Tournament attribute)