Index

A

Adapter (class in timeeval.adapters.base) add_dataset() (timeeval.datasets.dataset_manager.DatasetManager method) add_datasets() (timeeval.datasets.dataset_manager.DatasetManager method) AggregationMethod (class in timeeval.adapters.multivar) akita_dataset_paths (timeeval.constants.HPI_CLUSTER attribute) Algorithm (class in timeeval) AlgorithmInterface (class in timeeval.adapters.docker) anomaly_bounds() (timeeval.metrics.RangePrAUC method) (timeeval.metrics.RangePrVUS method) (timeeval.metrics.RangeRocAUC method) (timeeval.metrics.RangeRocVUS method)

anomaly_length (timeeval.datasets.metadata.DatasetMetadata attribute) AnomalyLength (class in timeeval.datasets.metadata) AnomalyLengthHeuristic (class in timeeval.heuristics) arima() (in module timeeval.algorithms) autoencoder() (in module timeeval.algorithms) AVERAGE_PRECISION (timeeval.metrics.DefaultMetrics attribute) AveragePrecision (class in timeeval.metrics)

B

bagel() (in module timeeval.algorithms) baseline_increasing() (in module timeeval.algorithms) baseline_normal() (in module timeeval.algorithms)

baseline_random() (in module timeeval.algorithms) BayesianParameterSearch (class in timeeval.params) BENCHMARK (timeeval.constants.HPI_CLUSTER attribute)

C

cblof() (in module timeeval.algorithms) CDEntry (class in timeeval.datasets.custom) channels (timeeval.datasets.metadata.DatasetMetadata property) CleanStartSequenceSizeHeuristic (class in timeeval.heuristics) coef (timeeval.datasets.metadata.Trend attribute) cof() (in module timeeval.algorithms) collection_name (timeeval.datasets.dataset.Dataset property) (timeeval.datasets.dataset_manager.DatasetRecord attribute) confidence_r2 (timeeval.datasets.metadata.Trend attribute) contamination (timeeval.datasets.dataset.Dataset attribute) (timeeval.datasets.dataset_manager.DatasetRecord attribute) (timeeval.datasets.metadata.DatasetMetadata attribute)

ContaminationHeuristic (class in timeeval.heuristics) continue_existing_studies (timeeval.integration.optuna.OptunaConfiguration attribute) continue_existing_study (timeeval.integration.optuna.OptunaStudyConfiguration attribute) copod() (in module timeeval.algorithms) copy() (timeeval.integration.optuna.OptunaStudyConfiguration method) CORRELATION_ANOMALIES (timeeval.constants.HPI_CLUSTER attribute) count() (timeeval.datasets.dataset_manager.DatasetRecord method) CustomDatasets (class in timeeval.datasets.custom) CustomDatasetsBase (class in timeeval.datasets.custom_base) customParameters (timeeval.adapters.docker.AlgorithmInterface attribute)

D

dae() (in module timeeval.algorithms) damp() (in module timeeval.algorithms) dashboard (timeeval.integration.optuna.OptunaConfiguration attribute) dask_logging_console_level (timeeval.RemoteConfiguration attribute) dask_logging_file_level (timeeval.RemoteConfiguration attribute) dask_logging_filename (timeeval.RemoteConfiguration attribute) data_as_file (timeeval.Algorithm attribute) dataInput (timeeval.adapters.docker.AlgorithmInterface attribute) dataOutput (timeeval.adapters.docker.AlgorithmInterface attribute) Dataset (class in timeeval.datasets.dataset) dataset_id (timeeval.datasets.metadata.DatasetMetadata attribute) dataset_name (timeeval.datasets.dataset_manager.DatasetRecord attribute) dataset_type (timeeval.datasets.dataset.Dataset attribute) (timeeval.datasets.dataset_manager.DatasetRecord attribute) DatasetAnalyzer (class in timeeval.datasets.analyzer) datasetId (timeeval.datasets.dataset.Dataset attribute) DatasetIdHeuristic (class in timeeval.heuristics) DatasetManager (class in timeeval.datasets.dataset_manager) DatasetMetadata (class in timeeval.datasets.metadata) DatasetMetadataEncoder (class in timeeval.datasets.metadata) DatasetRecord (class in timeeval.datasets.dataset_manager) Datasets (class in timeeval.datasets.datasets) datetime_index (timeeval.datasets.dataset_manager.DatasetRecord attribute) dbstream() (in module timeeval.algorithms) deepant() (in module timeeval.algorithms) deepnap() (in module timeeval.algorithms) default() (timeeval.adapters.docker.DockerJSONEncoder method) (timeeval.datasets.metadata.DatasetMetadataEncoder method) (timeeval.integration.optuna.OptunaConfiguration static method) (timeeval.metrics.DefaultMetrics static method)

default_constraints() (timeeval.ResourceConstraints static method) default_list() (timeeval.metrics.DefaultMetrics static method) default_pruner (timeeval.integration.optuna.OptunaConfiguration attribute) DEFAULT_RESULT_PATH (timeeval.TimeEval attribute) default_sampler (timeeval.integration.optuna.OptunaConfiguration attribute) default_storage (timeeval.integration.optuna.OptunaConfiguration attribute) DefaultExponentialFactorHeuristic (class in timeeval.heuristics) DefaultFactorHeuristic (class in timeeval.heuristics) DefaultMetrics (class in timeeval.metrics) defaults() (timeeval.params.ParameterConfig static method) details (timeeval.datasets.custom.CDEntry attribute) df() (timeeval.datasets.dataset_manager.DatasetManager method) (timeeval.datasets.datasets.Datasets method) (timeeval.datasets.multi_dataset_manager.MultiDatasetManager method) DIFFERENCE_STATIONARY (timeeval.datasets.metadata.Stationarity attribute) dimensions (timeeval.datasets.dataset.Dataset attribute) (timeeval.datasets.dataset_manager.DatasetRecord attribute) (timeeval.datasets.metadata.DatasetMetadata attribute) direction (timeeval.integration.optuna.OptunaStudyConfiguration attribute) DistributedAdapter (class in timeeval.adapters.distributed) DockerAdapter (class in timeeval.adapters.docker) DockerAdapterInternalError DockerAlgorithmFailedError DockerJSONEncoder (class in timeeval.adapters.docker) DockerMemoryError DockerTimeoutError donut() (in module timeeval.algorithms) dspot() (in module timeeval.algorithms) dump_params() (in module timeeval.utils.encode_params) dumps_params() (in module timeeval.utils.encode_params) dwt_mlead() (in module timeeval.algorithms)

E

eif() (in module timeeval.algorithms) EmbedDimRangeHeuristic (class in timeeval.heuristics) encdec_ad() (in module timeeval.algorithms) ensemble_gi() (in module timeeval.algorithms) ERROR (timeeval.Status attribute)

EXECUTE (timeeval.data_types.ExecutionType attribute) execute_timeout (timeeval.ResourceConstraints attribute) ExecutionType (class in timeeval.data_types) executionType (timeeval.adapters.docker.AlgorithmInterface attribute) extract_features() (in module timeeval.utils.datasets) extract_labels() (in module timeeval.utils.datasets)

F

F1Score (class in timeeval.metrics) fast_mcd() (in module timeeval.algorithms) fft() (in module timeeval.algorithms) finalize() (timeeval.integration.optuna.OptunaModule method) (timeeval.integration.TimeEvalModule method) find_threshold() (timeeval.metrics.thresholding.FixedValueThresholding method) (timeeval.metrics.thresholding.NoThresholding method) (timeeval.metrics.thresholding.PercentileThresholding method) (timeeval.metrics.thresholding.PyThreshThresholding method) (timeeval.metrics.thresholding.SigmaThresholding method) (timeeval.metrics.thresholding.ThresholdingStrategy method) (timeeval.metrics.thresholding.TopKPointsThresholding method) (timeeval.metrics.thresholding.TopKRangesThresholding method) fit() (timeeval.metrics.thresholding.FixedValueThresholding method) (timeeval.metrics.thresholding.NoThresholding method) (timeeval.metrics.thresholding.PercentileThresholding method) (timeeval.metrics.thresholding.PyThreshThresholding method) (timeeval.metrics.thresholding.SigmaThresholding method) (timeeval.metrics.thresholding.ThresholdingStrategy method) (timeeval.metrics.thresholding.TopKPointsThresholding method) (timeeval.metrics.thresholding.TopKRangesThresholding method)

fit_transform() (timeeval.metrics.thresholding.FixedValueThresholding method) (timeeval.metrics.thresholding.PercentileThresholding method) (timeeval.metrics.thresholding.PyThreshThresholding method) (timeeval.metrics.thresholding.SigmaThresholding method) (timeeval.metrics.thresholding.ThresholdingStrategy method) (timeeval.metrics.thresholding.TopKPointsThresholding method) (timeeval.metrics.thresholding.TopKRangesThresholding method) (timeeval.utils.window.ReverseWindowing method) FIXED_RANGE_PR_AUC (timeeval.metrics.DefaultMetrics attribute) FixedParameters (class in timeeval.params) FixedValueThresholding (class in timeeval.metrics.thresholding) fn() (timeeval.utils.window.Method method) from_dimensions() (timeeval.InputDimensionality static method) from_json() (timeeval.datasets.metadata.DatasetMetadata static method) from_name() (timeeval.datasets.metadata.Stationarity static method) from_order() (timeeval.datasets.metadata.TrendType static method) from_text() (timeeval.TrainingType static method) FScoreAtK (class in timeeval.metrics) FullParameterGrid (class in timeeval.params) FunctionAdapter (class in timeeval.adapters.function)

G

GB (in module timeeval.resource_constraints) generate_experiment_path() (in module timeeval.utils.results_path) generic_rf() (in module timeeval.algorithms) generic_xgb() (in module timeeval.algorithms) get() (timeeval.datasets.custom.CustomDatasets method) (timeeval.datasets.custom_base.CustomDatasetsBase method) (timeeval.datasets.custom_noop.NoOpCustomDatasets method) (timeeval.datasets.dataset_manager.DatasetManager method) (timeeval.datasets.datasets.Datasets method) (timeeval.datasets.multi_dataset_manager.MultiDatasetManager method) get_collection_names() (timeeval.datasets.custom.CustomDatasets method) (timeeval.datasets.custom_base.CustomDatasetsBase method) (timeeval.datasets.custom_noop.NoOpCustomDatasets method) (timeeval.datasets.dataset_manager.DatasetManager method) (timeeval.datasets.datasets.Datasets method) (timeeval.datasets.multi_dataset_manager.MultiDatasetManager method) get_compute_resource_limits() (timeeval.ResourceConstraints method) get_dataset_df() (timeeval.datasets.dataset_manager.DatasetManager method) (timeeval.datasets.datasets.Datasets method) (timeeval.datasets.multi_dataset_manager.MultiDatasetManager method) get_dataset_names() (timeeval.datasets.custom.CustomDatasets method) (timeeval.datasets.custom_base.CustomDatasetsBase method) (timeeval.datasets.custom_noop.NoOpCustomDatasets method) (timeeval.datasets.dataset_manager.DatasetManager method) (timeeval.datasets.datasets.Datasets method) (timeeval.datasets.multi_dataset_manager.MultiDatasetManager method) get_dataset_ndarray() (timeeval.datasets.dataset_manager.DatasetManager method) (timeeval.datasets.datasets.Datasets method) (timeeval.datasets.multi_dataset_manager.MultiDatasetManager method)

get_dataset_path() (timeeval.datasets.dataset_manager.DatasetManager method) (timeeval.datasets.datasets.Datasets method) (timeeval.datasets.multi_dataset_manager.MultiDatasetManager method) get_detailed_metadata() (timeeval.datasets.dataset_manager.DatasetManager method) (timeeval.datasets.datasets.Datasets method) (timeeval.datasets.multi_dataset_manager.MultiDatasetManager method) get_execute_timeout() (timeeval.ResourceConstraints method) get_finalize_fn() (timeeval.adapters.base.Adapter method) (timeeval.adapters.docker.DockerAdapter method) (timeeval.adapters.multivar.MultivarAdapter method) get_param_names() (timeeval.heuristics.TimeEvalParameterHeuristic class method) get_path() (timeeval.datasets.custom.CustomDatasets method) (timeeval.datasets.custom_base.CustomDatasetsBase method) (timeeval.datasets.custom_noop.NoOpCustomDatasets method) get_prepare_fn() (timeeval.adapters.base.Adapter method) (timeeval.adapters.docker.DockerAdapter method) (timeeval.adapters.multivar.MultivarAdapter method) get_results() (timeeval.TimeEval method) get_stationarity_name() (timeeval.datasets.metadata.DatasetMetadata method) get_train_timeout() (timeeval.ResourceConstraints method) get_training_type() (timeeval.datasets.dataset_manager.DatasetManager method) (timeeval.datasets.datasets.Datasets method) (timeeval.datasets.multi_dataset_manager.MultiDatasetManager method) grammarviz3() (in module timeeval.algorithms) grammarviz3_multi() (in module timeeval.algorithms)

H

has_anomalies (timeeval.datasets.dataset.Dataset property) hash_dict() (in module timeeval.utils.hash_dict) hbos() (in module timeeval.algorithms) health_esn() (in module timeeval.algorithms)

hif() (in module timeeval.algorithms) hotsax() (in module timeeval.algorithms) HPI_CLUSTER (class in timeeval.constants) hybrid_knn() (in module timeeval.algorithms)

I

id2labels() (in module timeeval.utils.label_formatting) identity() (timeeval.adapters.function.FunctionAdapter static method) if_lof() (in module timeeval.algorithms) iforest() (in module timeeval.algorithms) img_embedding_cae() (in module timeeval.algorithms) IndependentParameterGrid (class in timeeval.params) index() (timeeval.datasets.dataset_manager.DatasetRecord method) INDEX_FILENAME (timeeval.datasets.dataset_manager.DatasetManager attribute) (timeeval.datasets.datasets.Datasets attribute) (timeeval.datasets.multi_dataset_manager.MultiDatasetManager attribute)

inject_heuristic_values() (in module timeeval.heuristics) input_dimensionality (timeeval.Algorithm attribute) (timeeval.datasets.dataset.Dataset property) input_type (timeeval.datasets.dataset_manager.DatasetRecord attribute) InputDimensionality (class in timeeval) is_train (timeeval.datasets.metadata.DatasetMetadata attribute) iter() (timeeval.params.BayesianParameterSearch method) (timeeval.params.FixedParameters method) (timeeval.params.ParameterConfig method)

J

JarAdapter (class in timeeval.adapters.jar)

K

kmeans() (in module timeeval.algorithms) knn() (in module timeeval.algorithms)

KUBIC (timeeval.datasets.metadata.TrendType attribute) kwargs_overwrites (timeeval.RemoteConfiguration attribute)

L

labels2id() (in module timeeval.utils.label_formatting) laser_dbn() (in module timeeval.algorithms) left_stampi() (in module timeeval.algorithms) length (timeeval.datasets.dataset.Dataset attribute) (timeeval.datasets.dataset_manager.DatasetRecord attribute) (timeeval.datasets.metadata.DatasetMetadata attribute) LINEAR (timeeval.datasets.metadata.TrendType attribute) load_custom_datasets() (timeeval.datasets.dataset_manager.DatasetManager method) (timeeval.datasets.datasets.Datasets method) (timeeval.datasets.multi_dataset_manager.MultiDatasetManager method)

load_dataset() (in module timeeval.utils.datasets) load_from_json() (timeeval.datasets.analyzer.DatasetAnalyzer static method) load_labels_only() (in module timeeval.utils.datasets) load_studies() (timeeval.integration.optuna.OptunaModule method) lof() (in module timeeval.algorithms) log_level (timeeval.integration.optuna.OptunaConfiguration attribute) lstm_ad() (in module timeeval.algorithms) lstm_vae() (in module timeeval.algorithms)

M

main (timeeval.Algorithm attribute) MAX (timeeval.adapters.multivar.AggregationMethod attribute) max (timeeval.datasets.metadata.AnomalyLength attribute) max_anomaly_length (timeeval.datasets.dataset.Dataset attribute) (timeeval.datasets.dataset_manager.DatasetRecord attribute) MB (in module timeeval.resource_constraints) MEAN (timeeval.adapters.multivar.AggregationMethod attribute) mean (timeeval.datasets.dataset_manager.DatasetRecord attribute) (timeeval.datasets.metadata.DatasetMetadata property) MEAN (timeeval.utils.window.Method attribute) means (timeeval.datasets.metadata.DatasetMetadata attribute) MEDIAN (timeeval.adapters.multivar.AggregationMethod attribute) median (timeeval.datasets.metadata.AnomalyLength attribute) MEDIAN (timeeval.utils.window.Method attribute) median_anomaly_length (timeeval.datasets.dataset.Dataset attribute) (timeeval.datasets.dataset_manager.DatasetRecord attribute) median_method() (in module timeeval.algorithms) metadata (timeeval.datasets.analyzer.DatasetAnalyzer property) METADATA_FILENAME_SUFFIX (timeeval.datasets.dataset_manager.DatasetManager attribute) (timeeval.datasets.datasets.Datasets attribute) (timeeval.datasets.multi_dataset_manager.MultiDatasetManager attribute) Method (class in timeeval.utils.window) Metric (class in timeeval.metrics) metric (timeeval.integration.optuna.OptunaStudyConfiguration attribute) min (timeeval.datasets.metadata.AnomalyLength attribute) min_anomaly_length (timeeval.datasets.dataset.Dataset attribute) (timeeval.datasets.dataset_manager.DatasetRecord attribute) modelInput (timeeval.adapters.docker.AlgorithmInterface attribute) modelOutput (timeeval.adapters.docker.AlgorithmInterface attribute) module timeeval timeeval.adapters.base timeeval.adapters.distributed timeeval.adapters.docker timeeval.adapters.function timeeval.adapters.jar timeeval.adapters.multivar timeeval.constants timeeval.datasets.analyzer timeeval.datasets.custom timeeval.datasets.custom_base timeeval.datasets.custom_noop timeeval.datasets.dataset timeeval.datasets.dataset_manager timeeval.datasets.datasets timeeval.datasets.metadata timeeval.datasets.multi_dataset_manager timeeval.heuristics timeeval.metrics timeeval.resource_constraints timeeval.utils.datasets timeeval.utils.encode_params timeeval.utils.hash_dict timeeval.utils.label_formatting timeeval.utils.results_path timeeval.utils.tqdm_joblib timeeval.utils.window

mscred() (in module timeeval.algorithms) mstamp() (in module timeeval.algorithms) mtad_gat() (in module timeeval.algorithms) multi_hmm() (in module timeeval.algorithms) multi_norma() (in module timeeval.algorithms) multi_subsequence_lof() (in module timeeval.algorithms) MultiDatasetManager (class in timeeval.datasets.multi_dataset_manager) MultivarAdapter (class in timeeval.adapters.multivar) MULTIVARIATE (timeeval.InputDimensionality attribute) MULTIVARIATE_ANOMALY_TEST_CASES (timeeval.constants.HPI_CLUSTER attribute) MULTIVARIATE_TEST_CASES (timeeval.constants.HPI_CLUSTER attribute) mvalmod() (in module timeeval.algorithms)

N

n_trials (timeeval.integration.optuna.OptunaStudyConfiguration attribute) name (timeeval.Algorithm attribute) (timeeval.datasets.dataset.Dataset property) (timeeval.datasets.metadata.Trend property) (timeeval.heuristics.TimeEvalParameterHeuristic property) (timeeval.metrics.AveragePrecision property) (timeeval.metrics.F1Score property) (timeeval.metrics.FScoreAtK property) (timeeval.metrics.Metric property) (timeeval.metrics.PrAUC property) (timeeval.metrics.Precision property) (timeeval.metrics.PrecisionAtK property) (timeeval.metrics.RangeFScore property) (timeeval.metrics.RangePrAUC property) (timeeval.metrics.RangePrecision property) (timeeval.metrics.RangePrecisionRangeRecallAUC property) (timeeval.metrics.RangePrVUS property) (timeeval.metrics.RangeRecall property) (timeeval.metrics.RangeRocAUC property) (timeeval.metrics.RangeRocVUS property) (timeeval.metrics.Recall property) (timeeval.metrics.RocAUC property)

nodes (timeeval.constants.HPI_CLUSTER attribute) nodes_ip (timeeval.constants.HPI_CLUSTER attribute) NoOpCustomDatasets (class in timeeval.datasets.custom_noop) norma() (in module timeeval.algorithms) normalizing_flows() (in module timeeval.algorithms) NOT_STATIONARY (timeeval.datasets.metadata.Stationarity attribute) NoThresholding (class in timeeval.metrics.thresholding) novelty_svr() (in module timeeval.algorithms) num_anomalies (timeeval.datasets.dataset.Dataset attribute) (timeeval.datasets.dataset_manager.DatasetRecord attribute) (timeeval.datasets.metadata.DatasetMetadata attribute) numenta_htm() (in module timeeval.algorithms)

O

object_hook() (timeeval.datasets.metadata.DatasetMetadataEncoder static method) ocean_wnn() (in module timeeval.algorithms) odin01 (timeeval.constants.HPI_CLUSTER attribute) odin01_ip (timeeval.constants.HPI_CLUSTER attribute) odin02 (timeeval.constants.HPI_CLUSTER attribute) odin02_ip (timeeval.constants.HPI_CLUSTER attribute) odin03 (timeeval.constants.HPI_CLUSTER attribute) odin03_ip (timeeval.constants.HPI_CLUSTER attribute) odin04 (timeeval.constants.HPI_CLUSTER attribute) odin04_ip (timeeval.constants.HPI_CLUSTER attribute) odin05 (timeeval.constants.HPI_CLUSTER attribute) odin05_ip (timeeval.constants.HPI_CLUSTER attribute) odin06 (timeeval.constants.HPI_CLUSTER attribute) odin06_ip (timeeval.constants.HPI_CLUSTER attribute) odin07 (timeeval.constants.HPI_CLUSTER attribute) odin07_ip (timeeval.constants.HPI_CLUSTER attribute) odin08 (timeeval.constants.HPI_CLUSTER attribute) odin08_ip (timeeval.constants.HPI_CLUSTER attribute)

odin09 (timeeval.constants.HPI_CLUSTER attribute) odin09_ip (timeeval.constants.HPI_CLUSTER attribute) odin10 (timeeval.constants.HPI_CLUSTER attribute) odin10_ip (timeeval.constants.HPI_CLUSTER attribute) odin11 (timeeval.constants.HPI_CLUSTER attribute) odin11_ip (timeeval.constants.HPI_CLUSTER attribute) odin12 (timeeval.constants.HPI_CLUSTER attribute) odin12_ip (timeeval.constants.HPI_CLUSTER attribute) odin13 (timeeval.constants.HPI_CLUSTER attribute) odin13_ip (timeeval.constants.HPI_CLUSTER attribute) odin14 (timeeval.constants.HPI_CLUSTER attribute) odin14_ip (timeeval.constants.HPI_CLUSTER attribute) OK (timeeval.Status attribute) omnianomaly() (in module timeeval.algorithms) OOM (timeeval.Status attribute) OptunaConfiguration (class in timeeval.integration.optuna) OptunaModule (class in timeeval.integration.optuna) OptunaStudyConfiguration (class in timeeval.integration.optuna) order (timeeval.datasets.metadata.Trend property)

P

padding_borders() (in module timeeval.utils.window) param_config (timeeval.Algorithm attribute) param_grid (timeeval.params.FullParameterGrid property) (timeeval.params.IndependentParameterGrid property) param_schema (timeeval.Algorithm attribute) ParameterConfig (class in timeeval.params) ParameterDependenceHeuristic (class in timeeval.heuristics) parameters() (timeeval.heuristics.TimeEvalParameterHeuristic method) pcc() (in module timeeval.algorithms) pci() (in module timeeval.algorithms) PercentileThresholding (class in timeeval.metrics.thresholding) period_size (timeeval.datasets.dataset.Dataset attribute) (timeeval.datasets.dataset_manager.DatasetRecord attribute) PeriodSizeHeuristic (class in timeeval.heuristics)

phasespace_svm() (in module timeeval.algorithms) post_run() (timeeval.integration.TimeEvalModule method) postprocess (timeeval.Algorithm attribute) PR_AUC (timeeval.metrics.DefaultMetrics attribute) PrAUC (class in timeeval.metrics) pre_run() (timeeval.integration.TimeEvalModule method) Precision (class in timeeval.metrics) PrecisionAtK (class in timeeval.metrics) prepare() (timeeval.integration.optuna.OptunaModule method) (timeeval.integration.TimeEvalModule method) preprocess (timeeval.Algorithm attribute) pruner (timeeval.integration.optuna.OptunaStudyConfiguration attribute) pst() (in module timeeval.algorithms) PyThreshThresholding (class in timeeval.metrics.thresholding)

Q

QUADRATIC (timeeval.datasets.metadata.TrendType attribute)

R

random_black_forest() (in module timeeval.algorithms) RANGE_F1 (timeeval.metrics.DefaultMetrics attribute) RANGE_PR_AUC (timeeval.metrics.DefaultMetrics attribute) RANGE_PRECISION (timeeval.metrics.DefaultMetrics attribute) RANGE_RECALL (timeeval.metrics.DefaultMetrics attribute) RangeFScore (class in timeeval.metrics) RangePrAUC (class in timeeval.metrics) RangePrecision (class in timeeval.metrics) RangePrecisionRangeRecallAUC (class in timeeval.metrics) RangePrVUS (class in timeeval.metrics) RangeRecall (class in timeeval.metrics) RangeRocAUC (class in timeeval.metrics) RangeRocVUS (class in timeeval.metrics) Recall (class in timeeval.metrics) refresh() (timeeval.datasets.dataset_manager.DatasetManager method) (timeeval.datasets.datasets.Datasets method) (timeeval.datasets.multi_dataset_manager.MultiDatasetManager method)

RelativeDatasetSizeHeuristic (class in timeeval.heuristics) remote_python (timeeval.RemoteConfiguration attribute) RemoteConfiguration (class in timeeval) remove_managed_containers (timeeval.integration.optuna.OptunaConfiguration attribute) ResourceConstraints (class in timeeval) RESULT_KEYS (timeeval.TimeEval attribute) ReverseWindowing (class in timeeval.utils.window) robust_pca() (in module timeeval.algorithms) ROC_AUC (timeeval.metrics.DefaultMetrics attribute) RocAUC (class in timeeval.metrics) rsync_results() (timeeval.TimeEval method) rsync_results_from() (timeeval.TimeEval static method) run() (timeeval.TimeEval method)

S

s_h_esd() (in module timeeval.algorithms) sampler (timeeval.integration.optuna.OptunaStudyConfiguration attribute) sand() (in module timeeval.algorithms) sarima() (in module timeeval.algorithms) save() (timeeval.datasets.dataset_manager.DatasetManager method) save_results() (timeeval.TimeEval method) save_to_json() (timeeval.datasets.analyzer.DatasetAnalyzer method) scheduler_host (timeeval.RemoteConfiguration attribute) scheduler_port (timeeval.RemoteConfiguration attribute) score() (timeeval.metrics.AveragePrecision method) (timeeval.metrics.F1Score method) (timeeval.metrics.FScoreAtK method) (timeeval.metrics.Metric method) (timeeval.metrics.PrAUC method) (timeeval.metrics.Precision method) (timeeval.metrics.PrecisionAtK method) (timeeval.metrics.RangeFScore method) (timeeval.metrics.RangePrAUC method) (timeeval.metrics.RangePrecision method) (timeeval.metrics.RangePrecisionRangeRecallAUC method) (timeeval.metrics.RangePrVUS method) (timeeval.metrics.RangeRecall method) (timeeval.metrics.RangeRocAUC method) (timeeval.metrics.RangeRocVUS method) (timeeval.metrics.Recall method) (timeeval.metrics.RocAUC method) select() (timeeval.datasets.custom.CustomDatasets method) (timeeval.datasets.custom_base.CustomDatasetsBase method) (timeeval.datasets.custom_noop.NoOpCustomDatasets method) (timeeval.datasets.dataset_manager.DatasetManager method) (timeeval.datasets.datasets.Datasets method) (timeeval.datasets.multi_dataset_manager.MultiDatasetManager method) SEMI_SUPERVISED (timeeval.TrainingType attribute) series2graph() (in module timeeval.algorithms) shape (timeeval.datasets.metadata.DatasetMetadata property) SigmaThresholding (class in timeeval.metrics.thresholding) split_at (timeeval.datasets.dataset_manager.DatasetRecord attribute) sr() (in module timeeval.algorithms)

sr_cnn() (in module timeeval.algorithms) ssa() (in module timeeval.algorithms) stamp() (in module timeeval.algorithms) stationarities (timeeval.datasets.metadata.DatasetMetadata attribute) Stationarity (class in timeeval.datasets.metadata) stationarity (timeeval.datasets.dataset_manager.DatasetRecord attribute) (timeeval.datasets.metadata.DatasetMetadata property) STATIONARY (timeeval.datasets.metadata.Stationarity attribute) Status (class in timeeval) stddev (timeeval.datasets.dataset_manager.DatasetRecord attribute) (timeeval.datasets.metadata.DatasetMetadata property) stddevs (timeeval.datasets.metadata.DatasetMetadata attribute) stomp() (in module timeeval.algorithms) storage (timeeval.integration.optuna.OptunaStudyConfiguration attribute) subsequence_fast_mcd() (in module timeeval.algorithms) subsequence_if() (in module timeeval.algorithms) subsequence_knn() (in module timeeval.algorithms) subsequence_lof() (in module timeeval.algorithms) SUM (timeeval.utils.window.Method attribute) SUM_BEFORE (timeeval.adapters.multivar.AggregationMethod attribute) SUPERVISED (timeeval.TrainingType attribute) supports_continuous_scorings() (timeeval.metrics.AveragePrecision method) (timeeval.metrics.F1Score method) (timeeval.metrics.FScoreAtK method) (timeeval.metrics.Metric method) (timeeval.metrics.PrAUC method) (timeeval.metrics.Precision method) (timeeval.metrics.PrecisionAtK method) (timeeval.metrics.RangeFScore method) (timeeval.metrics.RangePrAUC method) (timeeval.metrics.RangePrecision method) (timeeval.metrics.RangePrecisionRangeRecallAUC method) (timeeval.metrics.RangePrVUS method) (timeeval.metrics.RangeRecall method) (timeeval.metrics.RangeRocAUC method) (timeeval.metrics.RangeRocVUS method) (timeeval.metrics.Recall method) (timeeval.metrics.RocAUC method)

T

tanogan() (in module timeeval.algorithms) tarzan() (in module timeeval.algorithms) task_cpu_limit (timeeval.ResourceConstraints attribute) task_memory_limit (timeeval.ResourceConstraints attribute) tasks_per_host (timeeval.ResourceConstraints attribute) telemanom() (in module timeeval.algorithms) test_path (timeeval.datasets.custom.CDEntry attribute) (timeeval.datasets.dataset_manager.DatasetRecord attribute) ThresholdingStrategy (class in timeeval.metrics.thresholding) timeeval module TimeEval (class in timeeval) timeeval.adapters.base module timeeval.adapters.distributed module timeeval.adapters.docker module timeeval.adapters.function module timeeval.adapters.jar module timeeval.adapters.multivar module timeeval.constants module timeeval.datasets.analyzer module timeeval.datasets.custom module timeeval.datasets.custom_base module timeeval.datasets.custom_noop module timeeval.datasets.dataset module timeeval.datasets.dataset_manager module timeeval.datasets.datasets module timeeval.datasets.metadata module timeeval.datasets.multi_dataset_manager module timeeval.heuristics module timeeval.metrics module timeeval.resource_constraints module

timeeval.utils.datasets module timeeval.utils.encode_params module timeeval.utils.hash_dict module timeeval.utils.label_formatting module timeeval.utils.results_path module timeeval.utils.tqdm_joblib module timeeval.utils.window module TimeEvalHeuristic() (in module timeeval.heuristics) TimeEvalModule (class in timeeval.integration) TimeEvalParameterHeuristic (class in timeeval.heuristics) TIMEOUT (timeeval.Status attribute) to_json() (timeeval.datasets.metadata.DatasetMetadata method) to_json_string() (timeeval.adapters.docker.AlgorithmInterface method) TopKPointsThresholding (class in timeeval.metrics.thresholding) TopKRangesThresholding (class in timeeval.metrics.thresholding) torsk() (in module timeeval.algorithms) tpe (timeeval.datasets.metadata.Trend attribute) tqdm_joblib() (in module timeeval.utils.tqdm_joblib) TRAIN (timeeval.data_types.ExecutionType attribute) train_is_normal (timeeval.datasets.dataset_manager.DatasetRecord attribute) train_path (timeeval.datasets.custom.CDEntry attribute) (timeeval.datasets.dataset_manager.DatasetRecord attribute) train_timeout (timeeval.ResourceConstraints attribute) train_type (timeeval.datasets.dataset_manager.DatasetRecord attribute) training_type (timeeval.Algorithm attribute) (timeeval.datasets.dataset.Dataset attribute) TrainingType (class in timeeval) transform() (timeeval.metrics.thresholding.FixedValueThresholding method) (timeeval.metrics.thresholding.NoThresholding method) (timeeval.metrics.thresholding.PercentileThresholding method) (timeeval.metrics.thresholding.PyThreshThresholding method) (timeeval.metrics.thresholding.SigmaThresholding method) (timeeval.metrics.thresholding.ThresholdingStrategy method) (timeeval.metrics.thresholding.TopKPointsThresholding method) (timeeval.metrics.thresholding.TopKRangesThresholding method) Trend (class in timeeval.datasets.metadata) trend (timeeval.datasets.dataset_manager.DatasetRecord attribute) (timeeval.datasets.metadata.DatasetMetadata property) TREND_STATIONARY (timeeval.datasets.metadata.Stationarity attribute) trends (timeeval.datasets.metadata.DatasetMetadata attribute) TrendType (class in timeeval.datasets.metadata) triple_es() (in module timeeval.algorithms) ts_bitmap() (in module timeeval.algorithms)

U

UNIVARIATE (timeeval.InputDimensionality attribute) UNIVARIATE_ANOMALY_TEST_CASES (timeeval.constants.HPI_CLUSTER attribute) UNSUPERVISED (timeeval.TrainingType attribute) update_config() (timeeval.params.BayesianParameterSearch method)

update_unset_options() (timeeval.integration.optuna.OptunaStudyConfiguration method) use_default_logging (timeeval.integration.optuna.OptunaConfiguration attribute) use_preliminary_model_on_train_timeout (timeeval.ResourceConstraints attribute) use_preliminary_scores_on_execute_timeout (timeeval.ResourceConstraints attribute)

V

valmod() (in module timeeval.algorithms)

VARIABLE_LENGTH_TEST_CASES (timeeval.constants.HPI_CLUSTER attribute)

W

worker_hosts (timeeval.RemoteConfiguration attribute)