API Reference¶
This section documents the public API of TimeEval.
- timeeval package
- timeeval.adapters package
- timeeval.algorithms package
- timeeval.algorithms.arima
- timeeval.algorithms.autoencoder
- timeeval.algorithms.bagel
- timeeval.algorithms.baseline_increasing
- timeeval.algorithms.baseline_normal
- timeeval.algorithms.baseline_random
- timeeval.algorithms.cblof
- timeeval.algorithms.cof
- timeeval.algorithms.copod
- timeeval.algorithms.dae
- timeeval.algorithms.damp
- timeeval.algorithms.dbstream
- timeeval.algorithms.deepant
- timeeval.algorithms.deepnap
- timeeval.algorithms.donut
- timeeval.algorithms.dspot
- timeeval.algorithms.dwt_mlead
- timeeval.algorithms.eif
- timeeval.algorithms.encdec_ad
- timeeval.algorithms.ensemble_gi
- timeeval.algorithms.fast_mcd
- timeeval.algorithms.fft
- timeeval.algorithms.generic_rf
- timeeval.algorithms.generic_xgb
- timeeval.algorithms.grammarviz3
- timeeval.algorithms.grammarviz3_multi
- timeeval.algorithms.hbos
- timeeval.algorithms.health_esn
- timeeval.algorithms.hif
- timeeval.algorithms.hotsax
- timeeval.algorithms.hybrid_knn
- timeeval.algorithms.if_lof
- timeeval.algorithms.iforest
- timeeval.algorithms.img_embedding_cae
- timeeval.algorithms.kmeans
- timeeval.algorithms.knn
- timeeval.algorithms.laser_dbn
- timeeval.algorithms.left_stampi
- timeeval.algorithms.lof
- timeeval.algorithms.lstm_ad
- timeeval.algorithms.lstm_vae
- timeeval.algorithms.median_method
- timeeval.algorithms.mscred
- timeeval.algorithms.mstamp
- timeeval.algorithms.mtad_gat
- timeeval.algorithms.multi_hmm
- timeeval.algorithms.multi_norma
- timeeval.algorithms.multi_subsequence_lof
- timeeval.algorithms.mvalmod
- timeeval.algorithms.norma
- timeeval.algorithms.normalizing_flows
- timeeval.algorithms.novelty_svr
- timeeval.algorithms.numenta_htm
- timeeval.algorithms.ocean_wnn
- timeeval.algorithms.omnianomaly
- timeeval.algorithms.pcc
- timeeval.algorithms.pci
- timeeval.algorithms.phasespace_svm
- timeeval.algorithms.pst
- timeeval.algorithms.random_black_forest
- timeeval.algorithms.robust_pca
- timeeval.algorithms.s_h_esd
- timeeval.algorithms.sand
- timeeval.algorithms.sarima
- timeeval.algorithms.series2graph
- timeeval.algorithms.sr
- timeeval.algorithms.sr_cnn
- timeeval.algorithms.ssa
- timeeval.algorithms.stamp
- timeeval.algorithms.stomp
- timeeval.algorithms.subsequence_fast_mcd
- timeeval.algorithms.subsequence_if
- timeeval.algorithms.subsequence_knn
- timeeval.algorithms.subsequence_lof
- timeeval.algorithms.tanogan
- timeeval.algorithms.tarzan
- timeeval.algorithms.telemanom
- timeeval.algorithms.torsk
- timeeval.algorithms.triple_es
- timeeval.algorithms.ts_bitmap
- timeeval.algorithms.valmod
- timeeval.datasets package
- timeeval.heuristics package
- timeeval.heuristics.TimeEvalParameterHeuristic
- timeeval.heuristics.AnomalyLengthHeuristic
- timeeval.heuristics.CleanStartSequenceSizeHeuristic
- timeeval.heuristics.ContaminationHeuristic
- timeeval.heuristics.DatasetIdHeuristic
- timeeval.heuristics.DefaultExponentialFactorHeuristic
- timeeval.heuristics.DefaultFactorHeuristic
- timeeval.heuristics.EmbedDimRangeHeuristic
- timeeval.heuristics.ParameterDependenceHeuristic
- timeeval.heuristics.PeriodSizeHeuristic
- timeeval.heuristics.RelativeDatasetSizeHeuristic
- timeeval.metrics package
- timeeval.metrics.Metric
- timeeval.metrics.RocAUC
- timeeval.metrics.PrAUC
- timeeval.metrics.RangePrecisionRangeRecallAUC
- timeeval.metrics.AveragePrecision
- timeeval.metrics.Precision
- timeeval.metrics.Recall
- timeeval.metrics.F1Score
- timeeval.metrics.RangePrecision
- timeeval.metrics.RangeRecall
- timeeval.metrics.RangeFScore
- timeeval.metrics.FScoreAtK
- timeeval.metrics.PrecisionAtK
- timeeval.metrics.RangePrAUC
- timeeval.metrics.RangeRocAUC
- timeeval.metrics.RangePrVUS
- timeeval.metrics.RangeRocVUS
- timeeval.metrics.DefaultMetrics
- timeeval.metrics.thresholding package
- timeeval.metrics.thresholding.ThresholdingStrategy
- timeeval.metrics.thresholding.NoThresholding
- timeeval.metrics.thresholding.FixedValueThresholding
- timeeval.metrics.thresholding.PercentileThresholding
- timeeval.metrics.thresholding.TopKPointsThresholding
- timeeval.metrics.thresholding.TopKRangesThresholding
- timeeval.metrics.thresholding.SigmaThresholding
- timeeval.metrics.thresholding.PyThreshThresholding
- timeeval.params package
- timeeval.utils package
- timeeval._core package
- timeeval.integration package