Index

_

_autosummary module

A

AbstractConfigGen (class in rtac.ac_functionalities.config_gens) AbstractLogs (class in rtac.ac_functionalities.logs) AbstractResultProcessing (class in rtac.ac_functionalities.result_processing) AbstractRTAC (class in rtac.rtac) AbstractRTACData (class in rtac.ac_functionalities.rtac_data) AbstractTARunner (class in rtac.ac_functionalities.ta_runner) AbstractTournament (class in rtac.ac_functionalities.tournament)

AbstractTournamentManager (class in rtac.ac_functionalities.tournament_manager) AbstractWrapper (class in rtac.wrapper.abstract_wrapper) ACMethod (class in rtac.ac_functionalities.rtac_data) adjust_time_results() (rtac.ac_functionalities.tournament_manager.AbstractTournamentManager method) AdjustPlayers() (in module rtac.ac_functionalities.ranking.trueskill) asses_configurations() (rtac.ac_functionalities.ranking.cppl.CPPL method) assess_children() (rtac.ac_functionalities.ranking.cppl.CPPL method) awaiting_start (rtac.ac_functionalities.rtac_data.TARunStatus attribute)

B

BaseTARunner (class in rtac.ac_functionalities.ta_runner) binary (rtac.ac_functionalities.rtac_data.Parameter attribute) (rtac.ac_functionalities.rtac_data.ParamType attribute)

BinaryParameter (class in rtac.ac_functionalities.rtac_data) black_box() (rtac.rtac.RTAC method)

C

capped (rtac.ac_functionalities.rtac_data.TARunStatus attribute) categorical (rtac.ac_functionalities.rtac_data.Parameter attribute) (rtac.ac_functionalities.rtac_data.ParamType attribute) CategoricalParameter (class in rtac.ac_functionalities.rtac_data) check_if_solved() (rtac.wrapper.abstract_wrapper.AbstractWrapper method) (rtac.wrapper.tsp.TSP_RT method) check_output() (rtac.ac_functionalities.ta_runner.AbstractTARunner method) (rtac.ac_functionalities.ta_runner.BaseTARunner method) (rtac.ac_functionalities.ta_runner.TARunnerpp method) (rtac.wrapper.tsp.TSP_Qpp method) (rtac.wrapper.tsp.TSP_RTpp method) check_result() (rtac.ac_functionalities.ta_runner.AbstractTARunner method) (rtac.ac_functionalities.ta_runner.BaseTARunner method) classify_configs() (rtac.ac_functionalities.ranking.gray_box.Gray_Box method) close_tournament() (rtac.ac_functionalities.tournament.AbstractTournament method) compute_array_dimension() (rtac.ac_functionalities.ranking.cppl.CPPL method) conf (rtac.ac_functionalities.rtac_data.Configuration attribute)

config (rtac.ac_functionalities.rtac_data.TARun attribute) config_id (rtac.ac_functionalities.rtac_data.TARun attribute) configs (rtac.ac_functionalities.rtac_data.TournamentStats attribute) Configuration (class in rtac.ac_functionalities.rtac_data) Contender (class in rtac.ac_functionalities.result_processing) context_specific_feature_matrix() (rtac.ac_functionalities.ranking.cppl.CPPL method) continuous (rtac.ac_functionalities.rtac_data.Parameter attribute) (rtac.ac_functionalities.rtac_data.ParamType attribute) ContinuousParameter (class in rtac.ac_functionalities.rtac_data) CPPL (class in rtac.ac_functionalities.ranking.cppl) (rtac.ac_functionalities.rtac_data.ACMethod attribute) cppl (rtac.ac_functionalities.rtac_data.Generator attribute) cppl_manage_pool() (rtac.ac_functionalities.result_processing.ResultProcessingCPPL method) cppl_process_results() (rtac.ac_functionalities.result_processing.ResultProcessingCPPL method) cppl_select_contenders() (rtac.ac_functionalities.result_processing.ResultProcessingCPPL method) crossover (rtac.ac_functionalities.rtac_data.Generator attribute) crossover() (rtac.ac_functionalities.ranking.cppl.CPPL method)

D

decrease (rtac.ac_functionalities.rtac_data.InterimMeaning attribute) DefaultConfigGen (class in rtac.ac_functionalities.config_gens) discard_configs() (rtac.ac_functionalities.ranking.cppl.CPPL method) discrete (rtac.ac_functionalities.rtac_data.Parameter attribute) (rtac.ac_functionalities.rtac_data.ParamType attribute)

DiscreteParameter (class in rtac.ac_functionalities.rtac_data) Distribution (class in rtac.ac_functionalities.rtac_data) distribution (rtac.ac_functionalities.rtac_data.ContinuousParameter attribute) (rtac.ac_functionalities.rtac_data.DiscreteParameter attribute) duplicates() (rtac.ac_functionalities.result_processing.ResultProcessingpp method)

E

early_rtac_copy() (rtac.ac_functionalities.rtac_data.GBData method) early_start() (rtac.ac_functionalities.tournament_manager.GrayBox method)

ensure_package() (in module rtac.utils.ensure_package) es_output() (rtac.ac_functionalities.tournament_manager.GrayBox method)

F

features (rtac.ac_functionalities.rtac_data.Configuration attribute) fill_early_tournament() (rtac.ac_functionalities.tournament_manager.GrayBox method) fill_tournament() (rtac.ac_functionalities.tournament.Tournament method)

find_best() (rtac.ac_functionalities.result_processing.ResultProcessing method) finished (rtac.ac_functionalities.rtac_data.TARunStatus attribute) flag (rtac.ac_functionalities.rtac_data.CategoricalParameter attribute)

G

gb_record() (in module rtac.ac_functionalities.ta_runner) GBData (class in rtac.ac_functionalities.rtac_data) gen (rtac.ac_functionalities.rtac_data.Configuration attribute) gen_tourn (rtac.ac_functionalities.rtac_data.Configuration attribute) general_log() (rtac.ac_functionalities.logs.AbstractLogs method) general_logging() (rtac.ac_functionalities.tournament_manager.AbstractTournamentManager method) generate() (rtac.ac_functionalities.config_gens.AbstractConfigGen method) (rtac.ac_functionalities.config_gens.DefaultConfigGen method) (rtac.ac_functionalities.config_gens.RandomConfigGen method) generate_configs() (rtac.ac_functionalities.ranking.cppl.CPPL method)

Generator (class in rtac.ac_functionalities.rtac_data) get_contender_dict() (rtac.ac_functionalities.result_processing.AbstractResultProcessing method) get_features() (rtac.feature_gen.tsp_feats.TSPFeats method) get_tourn_nr() (rtac.ac_functionalities.tournament_manager.AbstractTournamentManager method) get_winner() (rtac.ac_functionalities.result_processing.ResultProcessing method) (rtac.ac_functionalities.result_processing.ResultProcessingpp method) gradient() (rtac.ac_functionalities.ranking.cppl.CPPL method) Gray_Box (class in rtac.ac_functionalities.ranking.gray_box) gray_box() (rtac.rtac.RTAC method) GrayBox (class in rtac.ac_functionalities.tournament_manager)

H

hessian() (rtac.ac_functionalities.ranking.cppl.CPPL method)

I

id (rtac.ac_functionalities.rtac_data.Configuration attribute) (rtac.ac_functionalities.rtac_data.TournamentStats attribute) includezero (rtac.ac_functionalities.rtac_data.ContinuousParameter attribute) (rtac.ac_functionalities.rtac_data.DiscreteParameter attribute) increase (rtac.ac_functionalities.rtac_data.InterimMeaning attribute) init_cppl() (rtac.ac_functionalities.result_processing.ResultProcessingCPPL method) init_data() (rtac.ac_functionalities.result_processing.AbstractResultProcessing method) init_onehot_encoder() (rtac.ac_functionalities.ranking.cppl.CPPL method) init_param_scaler() (rtac.ac_functionalities.ranking.cppl.CPPL method) init_ranking_logs() (rtac.ac_functionalities.logs.RTACLogs method) init_rtac_data() (rtac.rtac.AbstractRTAC method) (rtac.rtac.RTACpp method)

init_rtac_logs() (rtac.ac_functionalities.logs.AbstractLogs method) init_scores() (rtac.ac_functionalities.result_processing.ResultProcessing method) init_tournament_manager() (rtac.rtac.AbstractRTAC method) (rtac.rtac.RTACpp method) insert_in_pool() (rtac.ac_functionalities.ranking.cppl.CPPL method) int (rtac.ac_functionalities.rtac_data.ValType attribute) interim_info() (rtac.wrapper.tsp.TSP_Qpp method) (rtac.wrapper.tsp.TSP_RTpp method) InterimMeaning (class in rtac.ac_functionalities.rtac_data) is_file_open() (in module rtac.utils.clean_logs)

J

joinFeatureMap() (rtac.ac_functionalities.ranking.cppl.CPPL method)

K

kill_run() (rtac.ac_functionalities.ta_runner.AbstractTARunner method) (rtac.ac_functionalities.ta_runner.BaseTARunner method)

kills (rtac.ac_functionalities.rtac_data.TournamentStats attribute)

L

load_data() (rtac.ac_functionalities.logs.AbstractLogs method) (rtac.ac_functionalities.logs.RTACLogs method) log (rtac.ac_functionalities.rtac_data.Distribution attribute)

logonneg (rtac.ac_functionalities.rtac_data.ContinuousParameter attribute) (rtac.ac_functionalities.rtac_data.DiscreteParameter attribute) logonpos (rtac.ac_functionalities.rtac_data.ContinuousParameter attribute) (rtac.ac_functionalities.rtac_data.DiscreteParameter attribute)

M

main() (in module rtac.examples.main) manage_pool() (rtac.ac_functionalities.ranking.cppl.CPPL method) (rtac.ac_functionalities.result_processing.AbstractResultProcessing method) (rtac.ac_functionalities.result_processing.ResultProcessing method) (rtac.ac_functionalities.result_processing.ResultProcessingCPPL method) manage_tournament() (rtac.ac_functionalities.tournament_manager.AbstractTournamentManager method) (rtac.ac_functionalities.tournament_manager.GrayBox method) maxval (rtac.ac_functionalities.rtac_data.CategoricalParameter attribute) (rtac.ac_functionalities.rtac_data.ContinuousParameter attribute) (rtac.ac_functionalities.rtac_data.DiscreteParameter attribute) minval (rtac.ac_functionalities.rtac_data.CategoricalParameter attribute) (rtac.ac_functionalities.rtac_data.ContinuousParameter attribute) (rtac.ac_functionalities.rtac_data.DiscreteParameter attribute) module _autosummary rtac rtac.ac_functionalities rtac.ac_functionalities.config_gens rtac.ac_functionalities.logs rtac.ac_functionalities.ranking rtac.ac_functionalities.ranking.cppl rtac.ac_functionalities.ranking.gray_box rtac.ac_functionalities.ranking.trueskill rtac.ac_functionalities.result_processing rtac.ac_functionalities.rtac_data rtac.ac_functionalities.ta_runner rtac.ac_functionalities.tournament rtac.ac_functionalities.tournament_manager rtac.examples rtac.examples.main rtac.feature_gen rtac.feature_gen.tsp_feats rtac.rtac rtac.utils rtac.utils.background_thread_control rtac.utils.clean_logs rtac.utils.ensure_package rtac.utils.json_validation rtac.utils.process_affinity rtac.utils.read_io rtac.wrapper rtac.wrapper.abstract_wrapper rtac.wrapper.tsp

N

NewRotatingFileHandler (class in rtac.ac_functionalities.logs)

non_block_read() (in module rtac.ac_functionalities.ta_runner)

P

Parameter (class in rtac.ac_functionalities.rtac_data) ParamType (class in rtac.ac_functionalities.rtac_data) paramtype (rtac.ac_functionalities.rtac_data.BinaryParameter attribute) (rtac.ac_functionalities.rtac_data.CategoricalParameter attribute) (rtac.ac_functionalities.rtac_data.ContinuousParameter attribute) (rtac.ac_functionalities.rtac_data.DiscreteParameter attribute) parse_array() (rtac.ac_functionalities.logs.RTACLogs method) pid_alive() (rtac.ac_functionalities.tournament.AbstractTournament method) plot_performances() (rtac.rtac.RTAC method) pre_train() (rtac.ac_functionalities.ranking.cppl.CPPL method) prepare_predict_data() (rtac.ac_functionalities.ranking.gray_box.Gray_Box method) prepare_train_data() (rtac.ac_functionalities.ranking.gray_box.Gray_Box method) probabilityzero (rtac.ac_functionalities.rtac_data.ContinuousParameter attribute) (rtac.ac_functionalities.rtac_data.DiscreteParameter attribute)

probabneg (rtac.ac_functionalities.rtac_data.ContinuousParameter attribute) (rtac.ac_functionalities.rtac_data.DiscreteParameter attribute) probabpos (rtac.ac_functionalities.rtac_data.ContinuousParameter attribute) (rtac.ac_functionalities.rtac_data.DiscreteParameter attribute) process_results() (rtac.ac_functionalities.ranking.cppl.CPPL method) (rtac.ac_functionalities.result_processing.AbstractResultProcessing method) (rtac.ac_functionalities.result_processing.ResultProcessing method) (rtac.ac_functionalities.result_processing.ResultProcessingCPPL method) process_tourn() (rtac.ac_functionalities.result_processing.AbstractResultProcessing method) (rtac.ac_functionalities.result_processing.ResultProcessingCPPL method) processing_factory() (in module rtac.ac_functionalities.result_processing) provide_early_instance() (rtac.rtac.RTAC method)

R

random (rtac.ac_functionalities.rtac_data.Generator attribute) RandomConfigGen (class in rtac.ac_functionalities.config_gens) ranking_log() (rtac.ac_functionalities.logs.RTACLogs method) ReACTR (rtac.ac_functionalities.rtac_data.ACMethod attribute) ReACTRpp (rtac.ac_functionalities.rtac_data.ACMethod attribute) read_args() (in module rtac.utils.read_io) record_bandit() (rtac.ac_functionalities.ranking.cppl.CPPL method) remove_fuse_hidden_files() (in module rtac.utils.clean_logs) res (rtac.ac_functionalities.rtac_data.TARun attribute) result_output() (rtac.rtac.RTAC method) result_summary_terminal() (rtac.ac_functionalities.result_processing.AbstractResultProcessing method) ResultProcessing (class in rtac.ac_functionalities.result_processing) ResultProcessingCPPL (class in rtac.ac_functionalities.result_processing) ResultProcessingpp (class in rtac.ac_functionalities.result_processing) results (rtac.ac_functionalities.rtac_data.TournamentStats attribute) rtac module RTAC (class in rtac.rtac) rtac.ac_functionalities module rtac.ac_functionalities.config_gens module rtac.ac_functionalities.logs module rtac.ac_functionalities.ranking module rtac.ac_functionalities.ranking.cppl module rtac.ac_functionalities.ranking.gray_box module rtac.ac_functionalities.ranking.trueskill module rtac.ac_functionalities.result_processing module rtac.ac_functionalities.rtac_data module rtac.ac_functionalities.ta_runner module rtac.ac_functionalities.tournament module rtac.ac_functionalities.tournament_manager module

rtac.examples module rtac.examples.main module rtac.feature_gen module rtac.feature_gen.tsp_feats module rtac.rtac module rtac.utils module rtac.utils.background_thread_control module rtac.utils.clean_logs module rtac.utils.ensure_package module rtac.utils.json_validation module rtac.utils.process_affinity module rtac.utils.read_io module rtac.wrapper module rtac.wrapper.abstract_wrapper module rtac.wrapper.tsp module rtac_factory() (in module rtac.rtac) rtac_log() (rtac.ac_functionalities.logs.AbstractLogs method) rtac_times (rtac.ac_functionalities.rtac_data.TournamentStats attribute) RTACData (class in rtac.ac_functionalities.rtac_data) rtacdata_factory() (in module rtac.ac_functionalities.rtac_data) RTACDatapp (class in rtac.ac_functionalities.rtac_data) RTACLogs (class in rtac.ac_functionalities.logs) RTACpp (class in rtac.rtac) run() (rtac.ac_functionalities.ta_runner.AbstractTARunner method) (rtac.ac_functionalities.ta_runner.BaseTARunner method) run_example() (in module rtac.examples.main) running (rtac.ac_functionalities.rtac_data.TARunStatus attribute)

S

scenario_log() (rtac.ac_functionalities.logs.AbstractLogs method) select_contenders() (rtac.ac_functionalities.ranking.cppl.CPPL method) (rtac.ac_functionalities.result_processing.AbstractResultProcessing method) (rtac.ac_functionalities.result_processing.ResultProcessing method) (rtac.ac_functionalities.result_processing.ResultProcessingCPPL method) set_affinity_recursive() (in module rtac.utils.process_affinity) set_background_thread_nr() (in module rtac.utils.background_thread_control) set_tourn_status() (rtac.ac_functionalities.tournament_manager.AbstractTournamentManager method) SetParameters() (in module rtac.ac_functionalities.ranking.trueskill) skill_and_confidence() (rtac.ac_functionalities.ranking.cppl.CPPL method) solve_instance() (rtac.ac_functionalities.tournament_manager.AbstractTournamentManager method) (rtac.ac_functionalities.tournament_manager.TournamentManager method) (rtac.ac_functionalities.tournament_manager.TournamentManagerCPPL method) (rtac.rtac.AbstractRTAC method) (rtac.rtac.RTAC method)

split_param_types() (rtac.ac_functionalities.ranking.cppl.CPPL method) splitbydefault (rtac.ac_functionalities.rtac_data.ContinuousParameter attribute) (rtac.ac_functionalities.rtac_data.DiscreteParameter attribute) start() (rtac.wrapper.abstract_wrapper.AbstractWrapper method) (rtac.wrapper.tsp.TSP_RT method) start_run() (rtac.ac_functionalities.ta_runner.AbstractTARunner method) (rtac.ac_functionalities.ta_runner.BaseTARunner method) start_tournament() (rtac.ac_functionalities.tournament.AbstractTournament method) (rtac.ac_functionalities.tournament.Tournament method) status (rtac.ac_functionalities.rtac_data.TARun attribute) str (rtac.ac_functionalities.rtac_data.ValType attribute)

T

ta_runner_factory() (in module rtac.ac_functionalities.ta_runner) TARun (class in rtac.ac_functionalities.rtac_data) TARunnerpp (class in rtac.ac_functionalities.ta_runner) TARuns (rtac.ac_functionalities.rtac_data.TournamentStats attribute) TARunStatus (class in rtac.ac_functionalities.rtac_data) term_list() (rtac.ac_functionalities.ranking.gray_box.Gray_Box method) terminate_run() (rtac.ac_functionalities.tournament.AbstractTournament method) terminated (rtac.ac_functionalities.rtac_data.TARunStatus attribute) time (rtac.ac_functionalities.rtac_data.TARun attribute) timeout (rtac.ac_functionalities.rtac_data.TARunStatus attribute) times (rtac.ac_functionalities.rtac_data.TournamentStats attribute) tourn_manager_factory() (in module rtac.ac_functionalities.tournament_manager) tourn_nr (rtac.ac_functionalities.rtac_data.TournamentStats attribute) Tournament (class in rtac.ac_functionalities.tournament) tournament_factory() (in module rtac.ac_functionalities.tournament) Tournament_GB (class in rtac.ac_functionalities.tournament) TournamentManager (class in rtac.ac_functionalities.tournament_manager)

TournamentManagerCPPL (class in rtac.ac_functionalities.tournament_manager) Tournamentpp (class in rtac.ac_functionalities.tournament) TournamentStats (class in rtac.ac_functionalities.rtac_data) train_gb() (rtac.ac_functionalities.ranking.gray_box.Gray_Box method) train_gray_box_model() (rtac.ac_functionalities.tournament_manager.GrayBox method) transform_conf() (rtac.ac_functionalities.ranking.cppl.CPPL method) translate_config() (rtac.ac_functionalities.ta_runner.AbstractTARunner method) (rtac.ac_functionalities.ta_runner.BaseTARunner method) (rtac.wrapper.abstract_wrapper.AbstractWrapper method) (rtac.wrapper.tsp.TSP_Q method) (rtac.wrapper.tsp.TSP_RT method) translate_params() (in module rtac.utils.read_io) TSP_Q (class in rtac.wrapper.tsp) TSP_Qpp (class in rtac.wrapper.tsp) TSP_RT (class in rtac.wrapper.tsp) TSP_RTpp (class in rtac.wrapper.tsp) TSPFeats (class in rtac.feature_gen.tsp_feats)

U

uniform (rtac.ac_functionalities.rtac_data.Distribution attribute)

update_data() (rtac.ac_functionalities.ranking.cppl.CPPL method)

V

validateparams() (in module rtac.utils.json_validation) ValType (class in rtac.ac_functionalities.rtac_data) valtype (rtac.ac_functionalities.rtac_data.BinaryParameter attribute) (rtac.ac_functionalities.rtac_data.CategoricalParameter attribute)

values (rtac.ac_functionalities.rtac_data.BinaryParameter attribute) (rtac.ac_functionalities.rtac_data.CategoricalParameter attribute)

W

wait_for_event() (rtac.ac_functionalities.tournament_manager.GrayBox method) watch_tournament() (rtac.ac_functionalities.tournament.AbstractTournament method) (rtac.ac_functionalities.tournament.Tournament method)

watch_tournament_gray_box() (rtac.ac_functionalities.tournament.Tournament_GB method) winner (rtac.ac_functionalities.rtac_data.TournamentStats attribute) wrap_up_gb() (rtac.rtac.RTAC method)