Index

A

a (CrossDataSource attribute) (DoubleLinearDataSource attribute) (HourglassDataSource attribute) (LinearPeriodicDataSource attribute) (LinearStepDataSource attribute) (LineDataSource attribute) (SineDataSource attribute) (ZDataSource attribute) (ZInvDataSource attribute) add() (FlatQueriedDataPool method) (Oracles method) (POracles method) (QueriedDataPool method) (QueryQueue method) add_intermediate_results() (DelayedProcess method) add_queries() (QueryConstrain method) add_results() (DelayedProcess method) added_data() (DelayedProcess method) (IntegratingDSProcess method) added_intermediate_data() (DelayedProcess method) (IntegratingDSProcess method) (WindowDSProcess method) all_distributions (IndependentDataSource attribute) all_queries() (QueryConstrain method) AllDataPoolQuerySampler (class in alts.modules.query.query_sampler) AllProcessPoolQuerySampler (class in alts.modules.query.query_sampler) AllQueryDecider (class in alts.modules.query.query_decider) AllResultPoolQuerySampler (class in alts.modules.query.query_sampler) AllSelectionCriteria (class in alts.modules.query.selection_criteria) AllStreamPoolQuerySampler (class in alts.modules.query.query_sampler) alts.core.blueprint module alts.core.configuration module alts.core.data.constrains module alts.core.data.data_pools module alts.core.data.data_sampler module alts.core.data.queried_data_pool module alts.core.data_process.process module alts.core.data_process.time_source module alts.core.estimator module alts.core.evaluator module alts.core.experiment module alts.core.experiment_module module alts.core.experiment_modules module alts.core.experiment_runner module alts.core.oracle.augmentation module

alts.core.oracle.data_behavior module alts.core.oracle.data_source module alts.core.oracle.interpolation_strategy module alts.core.oracle.oracles module alts.core.oracle.query_queue module alts.core.query.query_decider module alts.core.query.query_optimizer module alts.core.query.query_sampler module alts.core.query.query_selector module alts.core.query.queryable module alts.core.query.selection_criteria module alts.core.run_from_path module alts.core.stopping_criteria module alts.core.subscribable module alts.core.subscriber module alts.modules.behavior module alts.modules.blueprint module alts.modules.data_process.process module alts.modules.data_process.time_source module alts.modules.data_sampler module alts.modules.evaluator module alts.modules.oracle.augmentation module alts.modules.oracle.data_source module alts.modules.oracle.query_queue module alts.modules.queried_data_pool module alts.modules.query.query_decider module alts.modules.query.query_optimizer module alts.modules.query.query_sampler module alts.modules.query.selection_criteria module alts.modules.stopping_criteria module Augmentation (class in alts.core.oracle.augmentation)

B

b (ExpDataSource attribute) (LineDataSource attribute) BaselineBlueprint (class in alts.modules.blueprint) behavior (TimeBehaviorDataSource attribute) behavior() (DataBehavior method) (EquidistantTimeUniformBehavior method) (RandomTimeBrownBehavior method) (RandomTimeUniformBehavior method)

Blueprint (class in alts.core.blueprint) brown_var (BrownianDriftDataSource attribute) (BrownianProcessDataSource attribute) (MixedBrownDriftDataSource attribute) (MixedDriftDataSource attribute) (RBFDriftDataSource attribute) (SinDriftDataSource attribute) BrownianDriftDataSource (class in alts.modules.oracle.data_source) BrownianProcessDataSource (class in alts.modules.oracle.data_source)

C

change_interval (DataBehavior attribute) change_times (TimeBehaviorDataSource attribute) change_values (TimeBehaviorDataSource attribute) coefficients (IndependentDataSource attribute) ConfAttr (class in alts.core.configuration)

Configurable (class in alts.core.configuration) ConfigurableMeta (class in alts.core.configuration) constrains_met() (QueryConstrain method) count (QueryQueue property) CrossDataSource (class in alts.modules.oracle.data_source) current_time (TimeBehaviorDataSource attribute)

D

data_pools (AllProcessPoolQuerySampler property) (AllResultPoolQuerySampler property) (AllStreamPoolQuerySampler property) (BaselineBlueprint attribute) (Blueprint attribute) (DataPoolsSubscriber attribute) (ExperimentModule property) (ExperimentModules attribute) (LastProcessPoolQuerySampler property) (LastResultPoolQuerySampler property) (LastStreamPoolQuerySampler property) (PlotAllDataPointsEvaluator attribute) (Process attribute) (ProcessDataSubscriber attribute) (ResultDataSubscriber attribute) (StreamDataSubscriber attribute) data_sampler (InterpolatingDataSource attribute) (InterpolationStrategy attribute) data_source (Augmentation attribute) (DataSourceProcess attribute) (DelayedProcess attribute) (TimeDataSourceWraper attribute)

DataBehavior (class in alts.core.oracle.data_behavior) DataExhaustedStoppingCriteria (class in alts.modules.stopping_criteria) DataPoolQuerySampler (class in alts.modules.query.query_sampler) DataPools (class in alts.core.data.data_pools) DataPoolsSubscriber (class in alts.core.subscriber) DataSampler (class in alts.core.data.data_sampler) DataSource (class in alts.core.oracle.data_source) DataSourceProcess (class in alts.modules.data_process.process) decide() (AllQueryDecider method) (NoQueryDecider method) (QueryDecider method) (QuerySelector method) (ThresholdQueryDecider method) (TopKQueryDecider method) delayed_constrain() (DelayedProcess method) delayed_query() (DelayedProcess method) (IntegratingDSProcess method) (WindowDSProcess method) DelayedProcess (class in alts.modules.data_process.process) DelayedPublisher (class in alts.core.subscribable) DelayedStreamProcess (class in alts.modules.data_process.process) distributions (IndependentDataSource attribute) DoubleLinearDataSource (class in alts.modules.oracle.data_source)

E

empty (QueryQueue property) end_time (IntegratingDSProcess attribute) end_time() (PrintExpTimeEvaluator method) (PrintTimeSourceEvaluator method) EquidistantTimeUniformBehavior (class in alts.modules.behavior) estimate() (Estimator method) Estimator (class in alts.core.estimator) estimator (EstimatorExperiment attribute) EstimatorExperiment (class in alts.core.experiment_modules) Evaluate (class in alts.core.evaluator) Evaluator (class in alts.core.evaluator) evaluators (BaselineBlueprint attribute) (Blueprint attribute) exhausted (Augmentation property) (DataSource property) (TimeBehaviorDataSource property)

exp (StoppingCriteria attribute) exp_modules (ExperimentModule attribute) (ExpModSubscriber attribute) exp_name (Blueprint attribute) exp_nr (Experiment attribute) exp_path (Blueprint attribute) ExpDataSource (class in alts.modules.oracle.data_source) Experiment (class in alts.core.experiment) experiment (Evaluator attribute) experiment_modules (BaselineBlueprint attribute) (Blueprint attribute) experiment_update() (Estimator method) (ExpModSubscriber method) ExperimentModule (class in alts.core.experiment_module) ExperimentModules (class in alts.core.experiment_modules) ExperimentRunner (class in alts.core.experiment_runner) ExpModSubscriber (class in alts.core.subscriber)

F

FCFSQueryQueue (class in alts.modules.oracle.query_queue) fig_name (PlotAllDataPointsEvaluator attribute) (PlotNewDataPointsEvaluator attribute) (PlotQueryDistEvaluator attribute) (PlotSampledQueriesEvaluator attribute) file_name (LogAllEvaluator attribute) (LogOracleEvaluator attribute) (LogProcessEvaluator attribute) (LogResultEvaluator attribute) (LogStreamEvaluator attribute) (LogTVPGTEvaluator attribute) first (QueryQueue property) fixed_query (FixedQuerySampler attribute)

FixedQuerySampler (class in alts.modules.query.query_sampler) FlatQueriedDataPool (class in alts.modules.queried_data_pool) folder (LogAllEvaluator attribute) (LogingEvaluator attribute) (LogOracleEvaluator attribute) (LogProcessEvaluator attribute) (LogResultEvaluator attribute) (LogStreamEvaluator attribute) (LogTVPGTEvaluator attribute) (PlotAllDataPointsEvaluator attribute) (PlotNewDataPointsEvaluator attribute) (PlotQueryDistEvaluator attribute) (PlotSampledQueriesEvaluator attribute)

G

GAQueryOptimizer (class in alts.modules.query.query_optimizer)

GaussianProcessDataSource (class in alts.modules.oracle.data_source)

H

has_new_data (DelayedProcess attribute) HourglassDataSource (class in alts.modules.oracle.data_source)

HypercubeDataSource (class in alts.modules.oracle.data_source) HyperSphereDataSource (class in alts.modules.oracle.data_source)

I

IndependentDataSource (class in alts.modules.oracle.data_source) init() (in module alts.core.configuration) (ROOT method) init_queries() (InitQueryExperimentModules method) init_singleton() (GaussianProcessDataSource method) (IndependentDataSource method) InitError initial_query_sampler (InitQueryExperimentModules attribute) initialize() (ExperimentModules method) (InitQueryExperimentModules method) (Process method) InitQueryEstimatorExperiment (class in alts.core.experiment_modules) InitQueryExperimentModules (class in alts.core.experiment_modules)

integrated_result (IntegratingDSProcess attribute) IntegratingDSProcess (class in alts.modules.data_process.process) integration_time (IntegratingDSProcess attribute) interactive (PlotAllDataPointsEvaluator attribute) (PlotNewDataPointsEvaluator attribute) (PlotQueryDistEvaluator attribute) (PlotSampledQueriesEvaluator attribute) interpolate() (InterpolationStrategy method) InterpolatingDataSource (class in alts.modules.oracle.data_source) interpolation_strategy (InterpolatingDataSource attribute) InterpolationStrategy (class in alts.core.oracle.interpolation_strategy) is_set() (in module alts.core.configuration) iteration (LogingEvaluator property) IterationTimeSource (class in alts.modules.data_process.time_source)

K

k (TopKQueryDecider attribute) KDTreeKNNDataSampler (class in alts.modules.data_sampler)

KDTreeRegionDataSampler (class in alts.modules.data_sampler) kern (GaussianProcessDataSource attribute)

L

l (RandomUniformDataSource attribute) last (QueryQueue property) last_queries (Process attribute) last_queries() (QueryConstrain method) last_results (Process attribute) LastDataPoolQuerySampler (class in alts.modules.query.query_sampler) LastProcessPoolQuerySampler (class in alts.modules.query.query_sampler) LastProcessQuerySampler (class in alts.modules.query.query_sampler) LastResultPoolQuerySampler (class in alts.modules.query.query_sampler) LastStreamPoolQuerySampler (class in alts.modules.query.query_sampler) latest_add (QueryQueue property) latest_pop (QueryQueue property) LatinHypercubeQuerySampler (class in alts.modules.query.query_sampler) LinearPeriodicDataSource (class in alts.modules.oracle.data_source) LinearStepDataSource (class in alts.modules.oracle.data_source) LineDataSource (class in alts.modules.oracle.data_source) load_module() (in module alts.core.run_from_path)

load_modules_from_folder() (in module alts.core.run_from_path) log_data() (LogOracleEvaluator method) (LogProcessEvaluator method) (LogResultEvaluator method) (LogStreamEvaluator method) (LogTVPGTEvaluator method) (PlotAllDataPointsEvaluator method) LogAllEvaluator (class in alts.modules.evaluator) LogingEvaluator (class in alts.core.evaluator) LogOracleEvaluator (class in alts.modules.evaluator) LogProcessEvaluator (class in alts.modules.evaluator) LogResultEvaluator (class in alts.modules.evaluator) LogStreamEvaluator (class in alts.modules.evaluator) LogTVPGTEvaluator (class in alts.modules.evaluator) lower_value (DataBehavior attribute) lpev (LogAllEvaluator attribute) lrev (LogAllEvaluator attribute) lsev (LogAllEvaluator attribute)

M

matches_shape() (QueryConstrain method) max_support (BrownianDriftDataSource attribute) (BrownianProcessDataSource attribute) (GaussianProcessDataSource attribute) (MixedBrownDriftDataSource attribute) (MixedDriftDataSource attribute) (RBFDriftDataSource attribute) (SinDriftDataSource attribute) MaxMCQueryOptimizer (class in alts.modules.query.query_optimizer) MCQueryOptimizer (class in alts.modules.query.query_optimizer) min_support (BrownianDriftDataSource attribute) (BrownianProcessDataSource attribute) (GaussianProcessDataSource attribute) (MixedBrownDriftDataSource attribute) (MixedDriftDataSource attribute) (RBFDriftDataSource attribute) (SinDriftDataSource attribute) MixedBrownDriftDataSource (class in alts.modules.oracle.data_source) MixedDriftDataSource (class in alts.modules.oracle.data_source) module alts.core.blueprint alts.core.configuration alts.core.data.constrains alts.core.data.data_pools alts.core.data.data_sampler alts.core.data.queried_data_pool alts.core.data_process.process alts.core.data_process.time_source alts.core.estimator alts.core.evaluator alts.core.experiment alts.core.experiment_module alts.core.experiment_modules alts.core.experiment_runner alts.core.oracle.augmentation alts.core.oracle.data_behavior alts.core.oracle.data_source alts.core.oracle.interpolation_strategy alts.core.oracle.oracles alts.core.oracle.query_queue alts.core.query.query_decider alts.core.query.query_optimizer alts.core.query.query_sampler alts.core.query.query_selector alts.core.query.queryable alts.core.query.selection_criteria alts.core.run_from_path alts.core.stopping_criteria alts.core.subscribable alts.core.subscriber alts.modules.behavior alts.modules.blueprint alts.modules.data_process.process alts.modules.data_process.time_source alts.modules.data_sampler alts.modules.evaluator alts.modules.oracle.augmentation alts.modules.oracle.data_source alts.modules.oracle.query_queue alts.modules.queried_data_pool alts.modules.query.query_decider alts.modules.query.query_optimizer alts.modules.query.query_sampler alts.modules.query.selection_criteria alts.modules.stopping_criteria

N

next (DataExhaustedStoppingCriteria property) (StoppingCriteria property) (TimeStoppingCriteria property) NoInterpolation (class in alts.core.oracle.interpolation_strategy) noise_ratio (NoiseAugmentation attribute) NoiseAugmentation (class in alts.modules.oracle.augmentation) NoQueryDecider (class in alts.modules.query.query_decider) NoQueryOptimizer (class in alts.modules.query.query_optimizer) NoSelectionCriteria (class in alts.modules.query.selection_criteria)

NotSet (class in alts.core.configuration) num_queries (AllDataPoolQuerySampler attribute) (DataPoolQuerySampler attribute) (LastDataPoolQuerySampler attribute) (LastProcessQuerySampler attribute) (ProcessQueueQuerySampler attribute) (QuerySampler attribute) num_tries (MCQueryOptimizer attribute) number_of_distributions (IndependentDataSource attribute)

O

optimal_queries (OptimalQuerySampler attribute) OptimalQuerySampler (class in alts.modules.query.query_sampler) oracles (BaselineBlueprint attribute) (Blueprint attribute) Oracles (class in alts.core.oracle.oracles) oracles (ExperimentModule property) (ExperimentModules attribute) (InitQueryExperimentModules attribute) (OraclesSubscriber attribute) (Process attribute) (ProcessOracleSubscriber attribute) (ProcessQuerySampler property)

OraclesSubscriber (class in alts.core.subscriber)

P

p (LinearPeriodicDataSource attribute) (LinearStepDataSource attribute) (PowDataSource attribute) (SineDataSource attribute) path (LogingEvaluator attribute) plot_new_data_points() (PlotNewDataPointsEvaluator method) plot_queries() (PlotSampledQueriesEvaluator method) plot_query_dist() (PlotQueryDistEvaluator method) PlotAllDataPointsEvaluator (class in alts.modules.evaluator) PlotNewDataPointsEvaluator (class in alts.modules.evaluator) PlotQueryDistEvaluator (class in alts.modules.evaluator) PlotSampledQueriesEvaluator (class in alts.modules.evaluator) pool() (AllProcessPoolQuerySampler method) (AllResultPoolQuerySampler method) (AllStreamPoolQuerySampler method) (DataPoolQuerySampler method) (LastProcessPoolQuerySampler method) (LastResultPoolQuerySampler method) (LastStreamPoolQuerySampler method) pop() (QueryQueue method) POracles (class in alts.core.oracle.oracles) post() (Evaluate method) post_init() (AllProcessPoolQuerySampler method) (AllResultPoolQuerySampler method) (AllStreamPoolQuerySampler method) (Augmentation method) (BrownianDriftDataSource method) (BrownianProcessDataSource method) (DataSourceProcess method) (DelayedProcess method) (EstimatorExperiment method) (ExperimentModules method) (FixedQuerySampler method) (GaussianProcessDataSource method) (in module alts.core.configuration) (IndependentDataSource method) (InitQueryExperimentModules method) (InterpolatingDataSource method) (IterationTimeSource method) (KDTreeKNNDataSampler method) (KDTreeRegionDataSampler method) (LastProcessPoolQuerySampler method) (LastResultPoolQuerySampler method) (LastStreamPoolQuerySampler method) (LatinHypercubeQuerySampler method) (LogAllEvaluator method) (MCQueryOptimizer method) (MixedBrownDriftDataSource method) (MixedDriftDataSource method) (NoQueryOptimizer method) (OptimalQuerySampler method) (ProcessQuerySampler method) (QueryOptimizer method) (QueryQueue method) (QuerySelector method) (RBFDriftDataSource method) (ROOT method) (SinDriftDataSource method) (StreamProcess method) (Subscriber method) (TimeBehaviorDataSource method) (WindowDSProcess method)

PowDataSource (class in alts.modules.oracle.data_source) PRDataPools (class in alts.core.data.data_pools) pre() (Evaluate method) pre_init() (in module alts.core.configuration) print_new_data_points() (PrintNewDataPointsEvaluator method) print_query() (PrintQueryEvaluator method) PrintExpTimeEvaluator (class in alts.modules.evaluator) PrintNewDataPointsEvaluator (class in alts.modules.evaluator) PrintQueryEvaluator (class in alts.modules.evaluator) PrintTimeSourceEvaluator (class in alts.modules.evaluator) ProbWeightedMCQueryOptimizer (class in alts.modules.query.query_optimizer) process (BaselineBlueprint attribute) (Blueprint attribute) Process (class in alts.core.data_process.process) process (POracles attribute) (ProcessDataPools attribute) process_query() (DataSourceProcess method) (ProcessOracleSubscriber method) process_update() (ProcessDataSubscriber method) (ProcessQuerySelector method) ProcessDataPools (class in alts.core.data.data_pools) ProcessDataSampler (class in alts.core.data.data_sampler) ProcessDataSubscriber (class in alts.core.subscriber) ProcessOracleSubscriber (class in alts.core.subscriber) ProcessQuerySampler (class in alts.modules.query.query_sampler) ProcessQuerySelector (class in alts.core.query.query_selector) ProcessQueueQuerySampler (class in alts.modules.query.query_sampler) Publisher (class in alts.core.subscribable)

Q

QueriedDataPool (class in alts.core.data.queried_data_pool) queries (PlotNewDataPointsEvaluator attribute) (PlotQueryDistEvaluator attribute) (QueryQueue attribute) queries_from_index() (QueryConstrain method) query() (AllSelectionCriteria method) (Augmentation method) (CrossDataSource method) (DataSampler method) (DataSource method) (DataSourceProcess method) (DelayedProcess method) (DoubleLinearDataSource method) (Estimator method) (ExpDataSource method) (FlatQueriedDataPool method) (GaussianProcessDataSource method) (HourglassDataSource method) (HypercubeDataSource method) (HyperSphereDataSource method) (IndependentDataSource method) (InterpolatingDataSource method) (KDTreeKNNDataSampler method) (KDTreeRegionDataSampler method) (LinearPeriodicDataSource method) (LinearStepDataSource method) (LineDataSource method) (MixedBrownDriftDataSource method) (MixedDriftDataSource method) (NoiseAugmentation method) (NoSelectionCriteria method) (PowDataSource method) (Queryable method) (RandomSelectionCriteria method) (RandomUniformDataSource method) (SelectionCriteria method) (SineDataSource method) (SquareDataSource method) (StarDataSource method) (TimeBehaviorDataSource method) (TimeDataSource method) (TimeDataSourceWraper method) (ZDataSource method) (ZInvDataSource method) query_constrain() (Augmentation method) (CrossDataSource method) (DataSource method) (DataSourceProcess method) (DelayedProcess method) (DoubleLinearDataSource method) (ExpDataSource method) (FlatQueriedDataPool method) (GaussianProcessDataSource method) (HourglassDataSource method) (HypercubeDataSource method) (HyperSphereDataSource method) (IndependentDataSource method) (InterpolatingDataSource method) (InterpolationStrategy method) (KDTreeKNNDataSampler method) (KDTreeRegionDataSampler method) (LinearPeriodicDataSource method) (LinearStepDataSource method) (LineDataSource method) (MixedBrownDriftDataSource method) (MixedDriftDataSource method) (POracles method) (PowDataSource method) (QueryQueue method) (RandomUniformDataSource method) (SineDataSource method) (SquareDataSource method) (StarDataSource method) (TimeDataSource method) (TimeDataSourceWraper method) (ZDataSource method) (ZInvDataSource method)

query_decider (QuerySelector attribute) query_optimizer (QuerySelector attribute) query_sampler (MCQueryOptimizer attribute) (NoQueryOptimizer attribute) query_selector (ExperimentModules attribute) query_shape (Augmentation property) (BrownianDriftDataSource attribute) (BrownianProcessDataSource attribute) (CrossDataSource attribute) (DataSource attribute) (DoubleLinearDataSource attribute) (ExpDataSource attribute) (GaussianProcessDataSource attribute) (HourglassDataSource attribute) (HypercubeDataSource attribute) (HyperSphereDataSource attribute) (IndependentDataSource attribute) (LinearPeriodicDataSource attribute) (LinearStepDataSource attribute) (LineDataSource attribute) (MixedBrownDriftDataSource attribute) (MixedDriftDataSource attribute) (PowDataSource attribute) (RandomUniformDataSource attribute) (RBFDriftDataSource attribute) (SinDriftDataSource attribute) (SineDataSource attribute) (SquareDataSource attribute) (StarDataSource attribute) (TimeBehaviorDataSource attribute) (TimeDataSource attribute) (TimeDataSourceWraper attribute) (ZDataSource attribute) (ZInvDataSource attribute) Queryable (class in alts.core.query.queryable) QueryConstrain (class in alts.core.data.constrains) QueryDecider (class in alts.core.query.query_decider) QueryOptimizer (class in alts.core.query.query_optimizer) QueryQueue (class in alts.core.oracle.query_queue) QuerySampler (class in alts.core.query.query_sampler) QuerySelector (class in alts.core.query.query_selector)

R

RandomChoiceQuerySampler (class in alts.modules.query.query_sampler) RandomSelectionCriteria (class in alts.modules.query.selection_criteria) RandomTimeBrownBehavior (class in alts.modules.behavior) RandomTimeUniformBehavior (class in alts.modules.behavior) RandomUniformDataSource (class in alts.modules.oracle.data_source) rbf_leng (BrownianDriftDataSource attribute) (MixedBrownDriftDataSource attribute) (MixedDriftDataSource attribute) (RBFDriftDataSource attribute) (SinDriftDataSource attribute) rbf_var (BrownianDriftDataSource attribute) (MixedBrownDriftDataSource attribute) (MixedDriftDataSource attribute) (RBFDriftDataSource attribute) (SinDriftDataSource attribute) RBFDriftDataSource (class in alts.modules.oracle.data_source) ready (DelayedProcess attribute) region_size (KDTreeRegionDataSampler attribute) register() (Evaluator method) (LogAllEvaluator method) (LogingEvaluator method) (LogOracleEvaluator method) (LogProcessEvaluator method) (LogResultEvaluator method) (LogStreamEvaluator method) (LogTVPGTEvaluator method) (PlotAllDataPointsEvaluator method) (PlotNewDataPointsEvaluator method) (PlotQueryDistEvaluator method) (PlotSampledQueriesEvaluator method) (PrintExpTimeEvaluator method) (PrintNewDataPointsEvaluator method) (PrintQueryEvaluator method) (PrintTimeSourceEvaluator method) register_evaluators() (ExperimentRunner method) regression (GaussianProcessDataSource attribute) reinit (GaussianProcessDataSource attribute) (IndependentDataSource attribute) (MixedBrownDriftDataSource attribute) (MixedDriftDataSource attribute) repeat (BaselineBlueprint attribute) (Blueprint attribute) request_update() (DelayedPublisher method) result (ResultDataPools attribute) result_constrain() (Augmentation method) (CrossDataSource method) (DataSource method) (DataSourceProcess method) (DelayedProcess method) (DoubleLinearDataSource method) (ExpDataSource method) (FlatQueriedDataPool method) (HourglassDataSource method) (KDTreeKNNDataSampler method) (KDTreeRegionDataSampler method) (LinearPeriodicDataSource method) (LinearStepDataSource method) (LineDataSource method) (PowDataSource method) (RandomUniformDataSource method) (SelectionCriteria method) (SquareDataSource method) (TimeSource method) (ZDataSource method) (ZInvDataSource method)

result_shape (Augmentation property) (BrownianDriftDataSource attribute) (BrownianProcessDataSource attribute) (CrossDataSource attribute) (DataSource attribute) (DoubleLinearDataSource attribute) (ExpDataSource attribute) (GaussianProcessDataSource attribute) (HourglassDataSource attribute) (HypercubeDataSource attribute) (HyperSphereDataSource attribute) (IndependentDataSource attribute) (LinearPeriodicDataSource attribute) (LinearStepDataSource attribute) (LineDataSource attribute) (MixedBrownDriftDataSource attribute) (MixedDriftDataSource attribute) (PowDataSource attribute) (RandomUniformDataSource attribute) (RBFDriftDataSource attribute) (SinDriftDataSource attribute) (SineDataSource attribute) (SquareDataSource attribute) (StarDataSource attribute) (TimeBehaviorDataSource attribute) (ZDataSource attribute) (ZInvDataSource attribute) result_update() (Estimator method) (KDTreeKNNDataSampler method) (KDTreeRegionDataSampler method) (ResultDataSubscriber method) (ResultQuerySelector method) ResultDataPools (class in alts.core.data.data_pools) ResultDataSampler (class in alts.core.data.data_sampler) ResultDataSubscriber (class in alts.core.subscriber) ResultQuerySelector (class in alts.core.query.query_selector) results (PlotNewDataPointsEvaluator attribute) rng (NoiseAugmentation attribute) ROOT (class in alts.core.configuration) root_path (LogingEvaluator attribute) run() (Experiment method) run_experiment() (ExperimentRunner method) run_experiment_parallel() (ExperimentRunner method) run_experiments() (ExperimentRunner method) run_experiments_from_folder() (in module alts.core.run_from_path) run_experiments_parallel() (ExperimentRunner method) run_repetition() (ExperimentRunner method)

S

s (DoubleLinearDataSource attribute) (ExpDataSource attribute) (PowDataSource attribute) (SquareDataSource attribute) sample() (AllDataPoolQuerySampler method) (FixedQuerySampler method) (LastDataPoolQuerySampler method) (LastProcessQuerySampler method) (LatinHypercubeQuerySampler method) (OptimalQuerySampler method) (ProcessQueueQuerySampler method) (QuerySampler method) (RandomChoiceQuerySampler method) (UniformQuerySampler method) sample_size_data_fraction (KDTreeKNNDataSampler attribute) sample_size_max (KDTreeKNNDataSampler attribute) sample_size_min (KDTreeKNNDataSampler attribute) save_gt() (LogTVPGTEvaluator method) save_process() (LogProcessEvaluator method) save_query() (LogOracleEvaluator method) save_result() (LogResultEvaluator method) save_stream() (LogStreamEvaluator method) select() (GAQueryOptimizer method) (MaxMCQueryOptimizer method) (NoQueryOptimizer method) (ProbWeightedMCQueryOptimizer method) (QueryOptimizer method) selection_criteria (QueryOptimizer attribute) SelectionCriteria (class in alts.core.query.selection_criteria) set_exp_path_and_name() (in module alts.core.run_from_path) SinDriftDataSource (class in alts.modules.oracle.data_source) SineDataSource (class in alts.modules.oracle.data_source) sliding_window (IntegratingDSProcess attribute) SPRDataPools (class in alts.core.data.data_pools) SquareDataSource (class in alts.modules.oracle.data_source) StarDataSource (class in alts.modules.oracle.data_source)

start_time (DataBehavior attribute) (IntegratingDSProcess attribute) (IterationTimeSource attribute) start_time() (PrintExpTimeEvaluator method) step() (DelayedProcess method) (ExperimentModules method) (IterationTimeSource method) (Process method) (TimeSource method) stop_time (DataBehavior attribute) (StreamProcess attribute) (TimeStoppingCriteria attribute) stopping_criteria (BaselineBlueprint attribute) (Blueprint attribute) StoppingCriteria (class in alts.core.stopping_criteria) stream (StreamDataPools attribute) stream_update() (StreamDataSubscriber method) (StreamQuerySelector method) StreamDataPools (class in alts.core.data.data_pools) StreamDataSampler (class in alts.core.data.data_sampler) StreamDataSubscriber (class in alts.core.subscriber) StreamProcess (class in alts.modules.data_process.process) StreamQuerySelector (class in alts.core.query.query_selector) Subscribable (class in alts.core.subscribable) subscribe() (ExpModSubscriber method) (ProcessDataSubscriber method) (ProcessOracleSubscriber method) (Publisher method) (ResultDataSubscriber method) (StreamDataSubscriber method) (Subscribable method) (Subscriber method) (TimeSubscriber method) Subscriber (class in alts.core.subscriber) support_points (GaussianProcessDataSource attribute) (MixedBrownDriftDataSource attribute) (MixedDriftDataSource attribute)

T

threshold (ThresholdQueryDecider attribute) ThresholdQueryDecider (class in alts.modules.query.query_decider) time (IterationTimeSource property) (TimeSource property) time_behavior (StreamProcess attribute) time_source (BaselineBlueprint attribute) (Blueprint attribute) (ExperimentModules attribute) (Process attribute) (TimeSubscriber attribute) time_step (IterationTimeSource attribute) (TimeSource attribute) time_update() (StreamProcess method) (TimeSubscriber method)

TimeBehaviorDataSource (class in alts.modules.oracle.data_source) TimeDataSource (class in alts.core.oracle.data_source) TimeDataSourceWraper (class in alts.core.oracle.data_source) TimeSource (class in alts.core.data_process.time_source) TimeStoppingCriteria (class in alts.modules.stopping_criteria) TimeSubscriber (class in alts.core.subscriber) TopKQueryDecider (class in alts.modules.query.query_decider) train() (Estimator method) trigger_subscriber() (DataPools method) (Oracles method) (POracles method) (ProcessDataPools method) (ResultDataPools method) (StreamDataPools method)

U

u (RandomUniformDataSource attribute) UniformQuerySampler (class in alts.modules.query.query_sampler) update() (DelayedProcess method) (DelayedPublisher method) (IntegratingDSProcess method) (Publisher method) (Subscribable method) (Subscriber method) (WindowDSProcess method)

upper_value (DataBehavior attribute)

W

w (HypercubeDataSource attribute) (StarDataSource attribute)

warp() (Evaluate method) window_size (WindowDSProcess attribute) WindowDSProcess (class in alts.modules.data_process.process)

X

x0 (SineDataSource attribute) (SquareDataSource attribute)

Y

y0 (SineDataSource attribute) (SquareDataSource attribute)

Z

ZDataSource (class in alts.modules.oracle.data_source)

ZInvDataSource (class in alts.modules.oracle.data_source)