Index A | B | C | D | E | F | G | H | I | J | K | L | M | N | O | P | R | S | T | U | V | W A add_df() (TuneDatasetBuilder method) add_dfs() (TuneDatasetBuilder method) always_checkpoint (ASHAJudge property) ASHAJudge (class in tune.iterative.asha) B best (RungHeap property) (TrialReportLogger property) bests (RungHeap property) budget (TrialDecision property) build() (TuneDatasetBuilder method) C can_accept() (ASHAJudge method) (NonIterativeStopper method) (NoOpTrailJudge method) (RemoteTrialJudge method) (TrialJudge method) capacity (RungHeap property) Checkpoint (class in tune.concepts.checkpoint) Choice (class in tune.concepts.space.parameters) compile_model() (KerasTrainingSpec method) compute_sort_metric() (KerasTrainingSpec method) concat() (TuningParametersTemplate method) copy() (IterativeObjectiveFunc method) (KerasObjective method) (Trial method) (TrialReport method) cost (TrialReport property) create() (Checkpoint method) current_trial (IterativeObjectiveFunc property) D data (TuneDataset property) decode() (TuningParametersTemplate static method) dfs (KerasTrainingSpec property) (Trial property) (TuneDataset property) distributable (NonIterativeObjectiveLocalOptimizer property) E empty (TuningParametersTemplate property) encode() (TuningParametersTemplate method) entrypoint() (TrialCallback method) extract_keras_spec() (in module tune_tensorflow.utils) F fill() (TuningParametersTemplate method) fill_dict() (TrialReport method) (TuningParametersTemplate method) finalize() (IterativeObjectiveFunc method) (KerasObjective method) (KerasTrainingSpec method) (Monitor method) (NotebookSimpleChart method) fit() (KerasTrainingSpec method) full (RungHeap property) FuncParam (class in tune.concepts.space.parameters) G generate() (Choice method) (NormalRand method) (NormalRandInt method) (Rand method) (RandInt method) (StochasticExpression method) generate_many() (StochasticExpression method) generate_sort_metric() (IterativeObjectiveFunc method) (KerasObjective method) (KerasTrainingSpec method) (NonIterativeObjectiveFunc method) (SKObjective method) (TrialReport method) get_budget() (ASHAJudge method) (NoOpTrailJudge method) (RemoteTrialJudge method) (TrialJudge method) get_compile_params() (KerasTrainingSpec method) get_fit_metric() (KerasTrainingSpec method) get_fit_params() (KerasTrainingSpec method) get_model() (KerasTrainingSpec method) get_path_or_temp() (TuneObjectFactory method) get_reports() (NonIterativeStopper method) (NonIterativeStopperCombiner method) Grid (class in tune.concepts.space.parameters) H has_grid (TuningParametersTemplate property) has_stochastic (Space property) (TuningParametersTemplate property) HyperoptLocalOptimizer (class in tune_hyperopt.optimizer) I initialize() (IterativeObjectiveFunc method) (KerasObjective method) (Monitor method) IterativeObjectiveFunc (class in tune.iterative.objective) IterativeStudy (class in tune.iterative.study) J jsondict (Choice property) (NormalRand property) (NormalRandInt property) (Rand property) (RandInt property) (StochasticExpression property) (TransitionChoice property) judge() (ASHAJudge method) (NonIterativeStopper method) (NoOpTrailJudge method) (RemoteTrialJudge method) (TrialJudge method) K keras_space() (in module tune_tensorflow.utils) KerasObjective (class in tune_tensorflow.objective) KerasTrainingSpec (class in tune_tensorflow.spec) keys (Trial property) (TuneDataset property) L latest (Checkpoint property) load_checkpoint() (IterativeObjectiveFunc method) (KerasObjective method) (KerasTrainingSpec method) log() (TrialReportCollection method) (TrialReportLogger method) log_time (TrialReport property) M make_dataset() (TuneObjectFactory method) make_optimizer() (NonIterativeObjectiveLocalOptimizerTests.Tests method) metadata (Trial property) (TrialDecision property) (TrialReport property) metric (TrialReport property) model (KerasObjective property) module tune.api.factory tune.api.optimize tune.api.suggest tune.concepts.checkpoint tune.concepts.dataset tune.concepts.flow.judge tune.concepts.flow.report tune.concepts.flow.trial tune.concepts.space.parameters tune.concepts.space.spaces tune.constants tune.exceptions tune.iterative.asha tune.iterative.objective tune.iterative.sha tune.iterative.study tune.noniterative.convert tune.noniterative.objective tune.noniterative.stopper tune.noniterative.study tune_hyperopt.optimizer tune_notebook.monitors tune_optuna.optimizer tune_sklearn.objective tune_sklearn.suggest tune_sklearn.utils tune_tensorflow.objective tune_tensorflow.spec tune_tensorflow.suggest tune_tensorflow.utils tune_test.local_optmizer Monitor (class in tune.concepts.flow.judge) monitor (TrialJudge property) N n_samples() (in module tune.noniterative.stopper) n_updates() (in module tune.noniterative.stopper) NewCheckpoint (class in tune.concepts.checkpoint) next_tune_dataset() (StudyResult method) no_update_period() (in module tune.noniterative.stopper) noniterative_objective() (in module tune.noniterative.convert) NonIterativeObjectiveFunc (class in tune.noniterative.objective) NonIterativeObjectiveLocalOptimizer (class in tune.noniterative.objective) NonIterativeObjectiveLocalOptimizerTests (class in tune_test.local_optmizer) NonIterativeObjectiveLocalOptimizerTests.Tests (class in tune_test.local_optmizer) NonIterativeStopper (class in tune.noniterative.stopper) NonIterativeStopperCombiner (class in tune.noniterative.stopper) NonIterativeStudy (class in tune.noniterative.study) NoOpTrailJudge (class in tune.concepts.flow.judge) NormalRand (class in tune.concepts.space.parameters) NormalRandInt (class in tune.concepts.space.parameters) NotebookSimpleChart (class in tune_notebook.monitors) NotebookSimpleHist (class in tune_notebook.monitors) NotebookSimpleRungs (class in tune_notebook.monitors) NotebookSimpleTimeSeries (class in tune_notebook.monitors) O on_get_budget() (Monitor method) on_judge() (Monitor method) on_report() (Monitor method) (NonIterativeStopper method) (NonIterativeStopperCombiner method) (NotebookSimpleChart method) (PrintBest method) (SimpleNonIterativeStopper method) (TrialReportLogger method) optimize() (IterativeStudy method) (NonIterativeStudy method) optimize_by_continuous_asha() (in module tune.api.optimize) optimize_by_hyperband() (in module tune.api.optimize) optimize_by_sha() (in module tune.api.optimize) optimize_noniterative() (in module tune.api.optimize) OptunaLocalOptimizer (class in tune_optuna.optimizer) P params (KerasTrainingSpec property) (Trial property) (TrialReport property) (TuningParametersTemplate property) params_dict (TuningParametersTemplate property) plot() (NotebookSimpleChart method) (NotebookSimpleHist method) (NotebookSimpleRungs method) (NotebookSimpleTimeSeries method) pop() (TrialReportHeap method) PrintBest (class in tune_notebook.monitors) product_grid() (TuningParametersTemplate method) push() (RungHeap method) (TrialReportHeap method) R Rand (class in tune.concepts.space.parameters) RandBase (class in tune.concepts.space.parameters) RandInt (class in tune.concepts.space.parameters) reason (TrialDecision property) RemoteTrialJudge (class in tune.concepts.flow.judge) report (RemoteTrialJudge property) (TrialDecision property) reports (TrialReportCollection property) reset_log_time() (TrialReport method) reset_monitor() (TrialJudge method) result() (StudyResult method) run() (HyperoptLocalOptimizer method) (IterativeObjectiveFunc method) (NonIterativeObjectiveFunc method) (NonIterativeObjectiveLocalOptimizer method) (OptunaLocalOptimizer method) (SKCVObjective method) (SKObjective method) run_monitored_process() (NonIterativeObjectiveLocalOptimizer method) run_single_iteration() (IterativeObjectiveFunc method) run_single_rung() (IterativeObjectiveFunc method) (KerasObjective method) rung (IterativeObjectiveFunc property) (TrialReport property) RungHeap (class in tune.iterative.asha) S safe_run() (NonIterativeObjectiveFunc method) sample() (Space method) (TuningParametersTemplate method) save_checkpoint() (IterativeObjectiveFunc method) (KerasObjective method) (KerasTrainingSpec method) schedule (ASHAJudge property) set_temp_path() (TuneObjectFactory method) should_checkpoint (TrialDecision property) should_stop (TrialDecision property) should_stop() (NonIterativeStopper method) (NonIterativeStopperCombiner method) (SimpleNonIterativeStopper method) simple_value (TuningParametersTemplate property) SimpleNonIterativeStopper (class in tune.noniterative.stopper) sk_space() (in module tune_sklearn.utils) SKCVObjective (class in tune_sklearn.objective) SKObjective (class in tune_sklearn.objective) small_improvement() (in module tune.noniterative.stopper) sort_metric (TrialReport property) Space (class in tune.concepts.space.spaces) spec (KerasObjective property) split() (TuneDataset method) StochasticExpression (class in tune.concepts.space.parameters) StudyResult (class in tune.concepts.dataset) suggest_by_continuous_asha() (in module tune.api.suggest) suggest_by_hyperband() (in module tune.api.suggest) suggest_by_sha() (in module tune.api.suggest) suggest_for_noniterative_objective() (in module tune.api.suggest) suggest_keras_models_by_continuous_asha() (in module tune_tensorflow.suggest) suggest_keras_models_by_hyperband() (in module tune_tensorflow.suggest) suggest_keras_models_by_sha() (in module tune_tensorflow.suggest) suggest_sk_models() (in module tune_sklearn.suggest) suggest_sk_models_by_cv() (in module tune_sklearn.suggest) T template (TuningParametersTemplate property) test_choice() (NonIterativeObjectiveLocalOptimizerTests.Tests method) test_optimization() (NonIterativeObjectiveLocalOptimizerTests.Tests method) test_optimization_dummy() (NonIterativeObjectiveLocalOptimizerTests.Tests method) test_optimization_nested_param() (NonIterativeObjectiveLocalOptimizerTests.Tests method) test_rand() (NonIterativeObjectiveLocalOptimizerTests.Tests method) test_randint() (NonIterativeObjectiveLocalOptimizerTests.Tests method) test_transition_choice() (NonIterativeObjectiveLocalOptimizerTests.Tests method) to_keras_spec() (in module tune_tensorflow.utils) to_keras_spec_expr() (in module tune_tensorflow.utils) to_noniterative_objective() (in module tune.noniterative.convert) to_sk_model() (in module tune_sklearn.utils) to_sk_model_expr() (in module tune_sklearn.utils) to_template() (in module tune.concepts.space.parameters) TransitionChoice (class in tune.concepts.space.parameters) Trial (class in tune.concepts.flow.trial) trial (TrialDecision property) (TrialReport property) trial_id (Trial property) (TrialDecision property) (TrialReport property) TrialCallback (class in tune.concepts.flow.judge) TrialDecision (class in tune.concepts.flow.judge) TrialJudge (class in tune.concepts.flow.judge) TrialReport (class in tune.concepts.flow.report) TrialReportCollection (class in tune.noniterative.stopper) TrialReportHeap (class in tune.concepts.flow.report) TrialReportLogger (class in tune.concepts.flow.report) tune.api.factory module tune.api.optimize module tune.api.suggest module tune.concepts.checkpoint module tune.concepts.dataset module tune.concepts.flow.judge module tune.concepts.flow.report module tune.concepts.flow.trial module tune.concepts.space.parameters module tune.concepts.space.spaces module tune.constants module tune.exceptions module tune.iterative.asha module tune.iterative.objective module tune.iterative.sha module tune.iterative.study module tune.noniterative.convert module tune.noniterative.objective module tune.noniterative.stopper module tune.noniterative.study module tune_hyperopt.optimizer module tune_notebook.monitors module tune_optuna.optimizer module tune_sklearn.objective module tune_sklearn.suggest module tune_sklearn.utils module tune_tensorflow.objective module tune_tensorflow.spec module tune_tensorflow.suggest module tune_tensorflow.utils module tune_test.local_optmizer module TuneCompileError TuneDataset (class in tune.concepts.dataset) TuneDatasetBuilder (class in tune.concepts.dataset) TuneInterrupted TuneObjectFactory (class in tune.api.factory) TuneRuntimeError TuningParameterExpression (class in tune.concepts.space.parameters) TuningParametersTemplate (class in tune.concepts.space.parameters) U union_with() (StudyResult method) updated (NonIterativeStopper property) V validate_iterative_objective() (in module tune.iterative.objective) validate_noniterative_objective() (in module tune.noniterative.objective) values (Choice property) values() (RungHeap method) (TrialReportHeap method) W with_cost() (TrialReport method) with_dfs() (Trial method) with_params() (Trial method) with_rung() (TrialReport method) with_sort_metric() (TrialReport method)