Index

A

active_iterations() (hpbandster.core.master.Master method)

add_configuration() (hpbandster.core.base_iteration.BaseIteration method) adjust_queue_size() (hpbandster.core.master.Master method)

B

base_config_generator (class in hpbandster.core.base_config_generator)

BaseIteration (class in hpbandster.core.base_iteration) BOHB (class in hpbandster.optimizers.bohb)

C

compute() (hpbandster.core.worker.Worker method)

concurrent_runs_over_time() (in module hpbandster.visualization) correlation_across_budgets() (in module hpbandster.visualization)

D

Datum (class in hpbandster.core.base_iteration) default_tool_tips() (in module hpbandster.visualization)

discover_workers() (hpbandster.core.dispatcher.Dispatcher method) Dispatcher (class in hpbandster.core.dispatcher)

E

extract_HBS_learning_curves() (in module hpbandster.core.result)

F

finish_up() (hpbandster.core.base_iteration.BaseIteration method)

finished_runs_over_time() (in module hpbandster.visualization) fix_timestamps() (hpbandster.core.base_iteration.WarmStartIteration method)

G

get_all_runs() (hpbandster.core.result.Result method) get_config() (hpbandster.core.base_config_generator.base_config_generator method) get_fANOVA_data() (hpbandster.core.result.Result method) get_id2config_mapping() (hpbandster.core.result.Result method) get_incumbent_id() (hpbandster.core.result.Result method) get_incumbent_trajectory() (hpbandster.core.result.Result method) get_learning_curves() (hpbandster.core.result.Result method)

get_next_iteration() (hpbandster.core.master.Master method) (hpbandster.optimizers.bohb.BOHB method) (hpbandster.optimizers.hyperband.HyperBand method) (hpbandster.optimizers.randomsearch.RandomSearch method) get_next_run() (hpbandster.core.base_iteration.BaseIteration method) get_pandas_dataframe() (hpbandster.core.result.Result method) get_runs_by_id() (hpbandster.core.result.Result method)

H

hpbandster.core.base_config_generator (module) hpbandster.core.base_iteration (module) hpbandster.core.dispatcher (module) hpbandster.core.master (module) hpbandster.core.nameserver (module) hpbandster.core.result (module)

hpbandster.core.worker (module) hpbandster.optimizers.bohb (module) hpbandster.optimizers.hyperband (module) hpbandster.optimizers.randomsearch (module) hpbandster.visualization (module) HyperBand (class in hpbandster.optimizers.hyperband)

I

interactive_HBS_plot() (in module hpbandster.visualization) is_alive() (hpbandster.core.dispatcher.Worker method)

is_busy() (hpbandster.core.dispatcher.Worker method) (hpbandster.core.worker.Worker method)

J

Job (class in hpbandster.core.dispatcher) job_callback() (hpbandster.core.master.Master method)

job_runner() (hpbandster.core.dispatcher.Dispatcher method) json_result_logger (class in hpbandster.core.result)

L

load_nameserver_credentials() (hpbandster.core.worker.Worker method)

logged_results_to_HBS_result() (in module hpbandster.core.result) losses_over_time() (in module hpbandster.visualization)

M

Master (class in hpbandster.core.master)

N

NameServer (class in hpbandster.core.nameserver) new_config() (hpbandster.core.result.json_result_logger method) new_result() (hpbandster.core.base_config_generator.base_config_generator method)

nic_name_to_host() (in module hpbandster.core.nameserver) num_iterations() (hpbandster.core.result.Result method) number_of_workers() (hpbandster.core.dispatcher.Dispatcher method)

P

performance_histogram_model_vs_random() (in module hpbandster.visualization)

process_results() (hpbandster.core.base_iteration.BaseIteration method)

R

RandomSearch (class in hpbandster.optimizers.randomsearch) recreate_from_run() (hpbandster.core.dispatcher.Job method) register_result() (hpbandster.core.base_iteration.BaseIteration method) (hpbandster.core.dispatcher.Dispatcher method)

Result (class in hpbandster.core.result) Run (class in hpbandster.core.result) run() (hpbandster.core.dispatcher.Dispatcher method) (hpbandster.core.master.Master method) (hpbandster.core.worker.Worker method)

S

shutdown() (hpbandster.core.dispatcher.Dispatcher method) (hpbandster.core.dispatcher.Worker method) (hpbandster.core.master.Master method) (hpbandster.core.nameserver.NameServer method) (hpbandster.core.worker.Worker method)

shutdown_all_workers() (hpbandster.core.dispatcher.Dispatcher method) start() (hpbandster.core.nameserver.NameServer method) start_computation() (hpbandster.core.worker.Worker method) submit_job() (hpbandster.core.dispatcher.Dispatcher method)

T

time_it() (hpbandster.core.dispatcher.Job method)

trigger_discover_worker() (hpbandster.core.dispatcher.Dispatcher method)

W

wait_for_workers() (hpbandster.core.master.Master method) WarmStartIteration (class in hpbandster.core.base_iteration)

Worker (class in hpbandster.core.dispatcher) (class in hpbandster.core.worker)