Index

A

abs() (in module tspy.functions.expressions) accept() (tspy.data_structures.utils.SeriesConsumer method) acos() (in module tspy.functions.expressions) add() (in module tspy.functions.expressions) (tspy.data_structures.observations.TSBuilder.TSBuilder method) add_all() (tspy.data_structures.observations.TSBuilder.TSBuilder method) add_sink() (tspy.data_structures.stream_multi_time_series.StreamMultiTimeSeries.StreamMultiTimeSeries method) (tspy.data_structures.stream_time_series.StreamTimeSeries.StreamTimeSeries method) adf() (in module tspy.functions.reducers) aggregate() (tspy.data_structures.multi_time_series.MultiTimeSeries.MultiTimeSeries method) (tspy.data_structures.MultiTimeSeries method) aggregate_series() (tspy.data_structures.multi_time_series.MultiTimeSeries.MultiTimeSeries method) (tspy.data_structures.MultiTimeSeries method) aggregate_series_with_key() (tspy.data_structures.multi_time_series.MultiTimeSeries.MultiTimeSeries method) (tspy.data_structures.MultiTimeSeries method) align() (tspy.data_structures.multi_time_series.MultiTimeSeries.MultiTimeSeries method) (tspy.data_structures.MultiTimeSeries method) anomaly_detector() (in module tspy.forecasters) (tspy.data_structures.context.TSContext method)

AnomalyDetector (class in tspy.data_structures.forecasting.AnomalyDetector) apply() (tspy.data_structures.utils.Function method) (tspy.data_structures.utils.SeriesFilterFunction method) (tspy.data_structures.utils.ValueAndSeriesBiFunction method) arima() (in module tspy.forecasters) arma() (in module tspy.forecasters) asin() (in module tspy.functions.expressions) atan() (in module tspy.functions.expressions) auto() (in module tspy.forecasters) auto_correlation() (in module tspy.functions.reducers) average() (in module tspy.functions.reducers) (tspy.data_structures.ml.itemset_mining.DurationStatistics.DurationStatistics property) (tspy.data_structures.ml.sequence_mining.InterArrivalStatistics.InterArrivalStatistics property) average_end_time() (tspy.data_structures.ml.itemset_mining.DurationStatistics.DurationStatistics property) average_interval() (tspy.data_structures.forecasting.ForecastingModel.ForecastingModel property) average_lead_time() (tspy.data_structures.ml.itemset_mining.DurationStatistics.DurationStatistics property) avg() (in module tspy.functions.expressions) awgn() (in module tspy.functions.transformers)

B

bats() (in module tspy.forecasters) binary_match_norm_frequency() (tspy.data_structures.ml.itemset_mining.FrequentItemSetStatistics.FrequentItemSetStatistics property) binary_match_norm_frequency_left() (tspy.data_structures.ml.itemset_mining.DiscriminatoryItemSetStatistics.DiscriminatoryItemSetStatistics property) binary_match_norm_frequency_right() (tspy.data_structures.ml.itemset_mining.DiscriminatoryItemSetStatistics.DiscriminatoryItemSetStatistics property) binary_match_normalized_frequency() (tspy.data_structures.ml.sequence_mining.FrequentSubSequenceStatistics.FrequentSubSequenceStatistics property) binary_match_normalized_frequency_left() (tspy.data_structures.ml.sequence_mining.DiscriminatorySubSequenceStatistics.DiscriminatorySubSequenceStatistics property)

binary_match_normalized_frequency_right() (tspy.data_structures.ml.sequence_mining.DiscriminatorySubSequenceStatistics.DiscriminatorySubSequenceStatistics property) BinaryMapFunction (class in tspy.data_structures.utils) BinaryMapFunction.Java (class in tspy.data_structures.utils) BinaryTransform (class in tspy.data_structures.transforms.BinaryTransform) bounds_at() (tspy.data_structures.forecasting.ForecastingModel.ForecastingModel method) builder() (in module tspy) (in module tspy.others)

C

cache() (tspy.data_structures.multi_time_series.MultiTimeSeries.MultiTimeSeries method) (tspy.data_structures.MultiTimeSeries method) (tspy.data_structures.SegmentTimeSeries method) (tspy.data_structures.time_series.SegmentTimeSeries.SegmentTimeSeries method) (tspy.data_structures.time_series.TimeSeries.TimeSeries method) call() (tspy.data_structures.utils.JavaToPythonBinaryTransformFunction method) (tspy.data_structures.utils.JavaToPythonUnaryTransformFunction method) callback() (tspy.data_structures.io.PushStreamMultiTimeSeriesReader.PushStreamMultiTimeSeriesReader method) (tspy.data_structures.io.PushStreamTimeSeriesReader.PushStreamTimeSeriesReader method) cast_to_j_if_necessary() (in module tspy.data_structures.utils) cast_to_py_if_necessary() (in module tspy.data_structures.utils) ceiling() (tspy.data_structures.ObservationCollection method) (tspy.data_structures.observations.ObservationCollection.ObservationCollection method) centroids() (tspy.data_structures.ml.clustering.TimeSeriesClusteringModel.TimeSeriesClusteringModel property) clear() (tspy.data_structures.observations.TSBuilder.TSBuilder method) close() (tspy.data_structures.io.TimeSeriesReader.TimeSeriesReader method) (tspy.data_structures.utils.JavaTimeSeriesReader method) collect() (tspy.data_structures.multi_time_series.MultiTimeSeries.MultiTimeSeries method) (tspy.data_structures.MultiTimeSeries method) (tspy.data_structures.time_series.TimeSeries.TimeSeries method) collect_series() (tspy.data_structures.multi_time_series.MultiTimeSeries.MultiTimeSeries method) (tspy.data_structures.MultiTimeSeries method) combine_duplicate_time_ticks() (in module tspy.functions.transformers) concat() (in module tspy.functions.expressions) (tspy.data_structures.time_series.TimeSeries.TimeSeries method) contains() (in module tspy.functions.expressions) (tspy.data_structures.ObservationCollection method) (tspy.data_structures.observations.ObservationCollection.ObservationCollection method)

convolve() (in module tspy.functions.reducers) correlation() (in module tspy.functions.reducers) cos() (in module tspy.functions.expressions) cosh() (in module tspy.functions.expressions) count() (in module tspy.functions.expressions) (tspy.data_structures.ml.itemset_mining.DurationStatistics.DurationStatistics property) (tspy.data_structures.ml.sequence_mining.InterArrivalStatistics.InterArrivalStatistics property) (tspy.data_structures.Stats property) (tspy.data_structures.Stats.Stats property) (tspy.data_structures.time_series.TimeSeries.TimeSeries method) count_by_value() (in module tspy.functions.reducers) coverage() (tspy.data_structures.ml.itemset_mining.FrequentItemSetStatistics.FrequentItemSetStatistics property) (tspy.data_structures.ml.sequence_mining.FrequentSubSequenceStatistics.FrequentSubSequenceStatistics property) coverage_left() (tspy.data_structures.ml.itemset_mining.DiscriminatoryItemSetStatistics.DiscriminatoryItemSetStatistics property) (tspy.data_structures.ml.sequence_mining.DiscriminatorySubSequenceStatistics.DiscriminatorySubSequenceStatistics property) coverage_right() (tspy.data_structures.ml.itemset_mining.DiscriminatoryItemSetStatistics.DiscriminatoryItemSetStatistics property) (tspy.data_structures.ml.sequence_mining.DiscriminatorySubSequenceStatistics.DiscriminatorySubSequenceStatistics property) creation_date() (tspy.data_structures.ml.itemset_mining.DiscriminatoryItemSetModel.DiscriminatoryItemSetModel property) (tspy.data_structures.ml.itemset_mining.FrequentItemSetModel.FrequentItemSetModel property) (tspy.data_structures.ml.sequence_mining.DiscriminatorySubSequenceModel.DiscriminatorySubSequenceModel property) (tspy.data_structures.ml.sequence_mining.FrequentSubSequenceModel.FrequentSubSequenceModel property) cross_correlation() (in module tspy.functions.reducers) csv() (tspy.data_structures.io.TimeSeriesWriter.TimeSeriesWriter method) cubic() (in module tspy.functions.interpolators) cusum() (in module tspy.functions.segmenters)

D

DataSink (class in tspy.data_structures.io.DataSink) day() (in module tspy.data_structures.utils) (tspy.data_structures.context.TSContext method) decompose() (in module tspy.functions.transformers) describe() (in module tspy.functions.reducers) (tspy.data_structures.multi_time_series.MultiTimeSeries.MultiTimeSeries method) (tspy.data_structures.MultiTimeSeries method) (tspy.data_structures.time_series.TimeSeries.TimeSeries method) detect_anomalies() (in module tspy.functions.transformers) difference() (in module tspy.functions.transformers) discriminatory_item_sets() (tspy.data_structures.ml.itemset_mining.DiscriminatoryItemSetModel.DiscriminatoryItemSetModel property) discriminatory_sub_sequences() (tspy.data_structures.ml.sequence_mining.DiscriminatorySubSequenceModel.DiscriminatorySubSequenceModel property) DiscriminatoryItemSet (class in tspy.data_structures.ml.itemset_mining.DiscriminatoryItemSet) DiscriminatoryItemSetModel (class in tspy.data_structures.ml.itemset_mining.DiscriminatoryItemSetModel) DiscriminatoryItemSetStatistics (class in tspy.data_structures.ml.itemset_mining.DiscriminatoryItemSetStatistics) DiscriminatorySubSequence (class in tspy.data_structures.ml.sequence_mining.DiscriminatorySubSequence) DiscriminatorySubSequenceModel (class in tspy.data_structures.ml.sequence_mining.DiscriminatorySubSequenceModel) DiscriminatorySubSequenceStatistics (class in tspy.data_structures.ml.sequence_mining.DiscriminatorySubSequenceStatistics)

distance() (tspy.data_structures.utils.IObjectDistanceCalculator method) distance_correlation() (in module tspy.functions.reducers) distance_covariance() (in module tspy.functions.reducers) distance_reducers() (tspy.data_structures.context.TSContext property) distance_variance() (in module tspy.functions.reducers) div() (in module tspy.functions.expressions) divisible_by() (in module tspy.functions.expressions) dl() (in module tspy.functions.reducers) dtw() (in module tspy.functions.reducers) dump() (tspy.data_structures.io.DataSink.DataSink method) (tspy.data_structures.io.MultiDataSink.MultiDataSink method) (tspy.data_structures.utils.JavaDataSink method) (tspy.data_structures.utils.JavaMultiDataSink method) duplicate_transforms() (tspy.data_structures.context.TSContext property) duration_statistics() (tspy.data_structures.ml.itemset_mining.DiscriminatoryItemSetStatistics.DiscriminatoryItemSetStatistics property) (tspy.data_structures.ml.itemset_mining.FrequentItemSetStatistics.FrequentItemSetStatistics property) DurationStatistics (class in tspy.data_structures.ml.itemset_mining.DurationStatistics) dynamic_threshold() (in module tspy.functions.segmenters)

E

ema() (in module tspy.functions.transformers) encode_key() (tspy.data_structures.io.MultiTimeSeriesWriter.MultiTimeSeriesWriter method) encode_value() (tspy.data_structures.io.MultiTimeSeriesWriter.MultiTimeSeriesWriter method) (tspy.data_structures.io.TimeSeriesWriter.TimeSeriesWriter method) end() (tspy.data_structures.io.TimeSeriesReader.TimeSeriesReader method) (tspy.data_structures.observations.Segment.Segment property) (tspy.data_structures.Segment property) (tspy.data_structures.utils.JavaTimeSeriesReader method) ends_with() (in module tspy.functions.expressions) entropy() (in module tspy.functions.reducers) eq() (in module tspy.functions.expressions) error_at() (tspy.data_structures.forecasting.ForecastingModel.ForecastingModel method) error_horizon_length() (tspy.data_structures.forecasting.ForecastingModel.ForecastingModel property) evaluate() (tspy.data_structures.transforms.BinaryTransform.BinaryTransform method) (tspy.data_structures.transforms.UnaryTransform.UnaryTransform method) (tspy.data_structures.utils.BinaryMapFunction method) (tspy.data_structures.utils.FastUnaryMapFunction method) (tspy.data_structures.utils.FilterFunction method) (tspy.data_structures.utils.FlatUnaryMapFunction method) (tspy.data_structures.utils.NaryMapFunction method) (tspy.data_structures.utils.ObservationToKeyUnaryMapFunction method) (tspy.data_structures.utils.PairUnaryMapFunction method) (tspy.data_structures.utils.ReduceTimeSeriesUnaryMapFunction method) (tspy.data_structures.utils.SegmentFlatUnaryMapFunction method) (tspy.data_structures.utils.SegmentUnaryMapFunction method) (tspy.data_structures.utils.SeriesUnaryMapFunction method) (tspy.data_structures.utils.SeriesWithKeyUnaryMapfunctionToSeries method) (tspy.data_structures.utils.TimeSeriesFilterFunction method) (tspy.data_structures.utils.UnaryListPairMapFunction method) (tspy.data_structures.utils.UnaryMapFunction method) (tspy.data_structures.utils.UnaryMapFunctionResultingInOptional method) (tspy.data_structures.utils.UnaryMapFunctionTupleResultingInOptional method) (tspy.data_structures.utils.ValueAndTimeSeriesBinaryMapFunction method)

exp() (in module tspy.functions.expressions) (tspy.data_structures.context.TSContext property) explore() (in module tspy.data_structures.ml.clustering.KShape)

F

FastUnaryMapFunction (class in tspy.data_structures.utils) FastUnaryMapFunction.Java (class in tspy.data_structures.utils) feature_vector() (tspy.data_structures.ml.data_preparation.LabeledPoint.LabeledPoint property) fft() (in module tspy.functions.reducers) fill() (in module tspy.functions.interpolators) fillna() (tspy.data_structures.multi_time_series.MultiTimeSeries.MultiTimeSeries method) (tspy.data_structures.MultiTimeSeries method) (tspy.data_structures.stream_multi_time_series.StreamMultiTimeSeries.StreamMultiTimeSeries method) (tspy.data_structures.stream_time_series.StreamTimeSeries.StreamTimeSeries method) (tspy.data_structures.time_series.TimeSeries.TimeSeries method) filter() (tspy.data_structures.multi_time_series.MultiTimeSeries.MultiTimeSeries method) (tspy.data_structures.MultiTimeSeries method) (tspy.data_structures.stream_multi_time_series.SegmentStreamMultiTimeSeries.SegmentStreamMultiTimeSeries method) (tspy.data_structures.stream_multi_time_series.StreamMultiTimeSeries.StreamMultiTimeSeries method) (tspy.data_structures.stream_time_series.SegmentStreamTimeSeries.SegmentStreamTimeSeries method) (tspy.data_structures.stream_time_series.StreamTimeSeries.StreamTimeSeries method) (tspy.data_structures.time_series.TimeSeries.TimeSeries method) filter_series() (tspy.data_structures.multi_time_series.MultiTimeSeries.MultiTimeSeries method) (tspy.data_structures.MultiTimeSeries method) filter_series_key() (tspy.data_structures.multi_time_series.MultiTimeSeries.MultiTimeSeries method) (tspy.data_structures.MultiTimeSeries method) FilterFunction (class in tspy.data_structures.utils) FilterFunction.Java (class in tspy.data_structures.utils) first() (tspy.data_structures.ObservationCollection method) (tspy.data_structures.observations.ObservationCollection.ObservationCollection method) (tspy.data_structures.Stats property) (tspy.data_structures.Stats.Stats property) fit() (in module tspy.ml.clustering.kshape) flatmap() (tspy.data_structures.SegmentTimeSeries method) (tspy.data_structures.stream_multi_time_series.StreamMultiTimeSeries.StreamMultiTimeSeries method) (tspy.data_structures.stream_time_series.StreamTimeSeries.StreamTimeSeries method) (tspy.data_structures.time_series.SegmentTimeSeries.SegmentTimeSeries method) (tspy.data_structures.time_series.TimeSeries.TimeSeries method)

flatten() (tspy.data_structures.multi_time_series.SegmentMultiTimeSeries.SegmentMultiTimeSeries method) (tspy.data_structures.SegmentMultiTimeSeries method) (tspy.data_structures.SegmentTimeSeries method) (tspy.data_structures.time_series.SegmentTimeSeries.SegmentTimeSeries method) FlatUnaryMapFunction (class in tspy.data_structures.utils) FlatUnaryMapFunction.Java (class in tspy.data_structures.utils) floor() (tspy.data_structures.ObservationCollection method) (tspy.data_structures.observations.ObservationCollection.ObservationCollection method) forecast() (tspy.data_structures.multi_time_series.MultiTimeSeries.MultiTimeSeries method) (tspy.data_structures.MultiTimeSeries method) (tspy.data_structures.time_series.TimeSeries.TimeSeries method) forecast_at() (tspy.data_structures.forecasting.ForecastingModel.ForecastingModel method) forecasters() (tspy.data_structures.context.TSContext property) ForecastingModel (class in tspy.data_structures.forecasting.ForecastingModel) frequency() (tspy.data_structures.Stats property) (tspy.data_structures.Stats.Stats property) frequent_item_sets() (tspy.data_structures.ml.itemset_mining.FrequentItemSetModel.FrequentItemSetModel property) frequent_sub_sequences() (tspy.data_structures.ml.sequence_mining.FrequentSubSequenceModel.FrequentSubSequenceModel property) FrequentItemSet (class in tspy.data_structures.ml.itemset_mining.FrequentItemSet) FrequentItemSetModel (class in tspy.data_structures.ml.itemset_mining.FrequentItemSetModel) FrequentItemSetStatistics (class in tspy.data_structures.ml.itemset_mining.FrequentItemSetStatistics) FrequentSubSequence (class in tspy.data_structures.ml.sequence_mining.FrequentSubSequence) FrequentSubSequenceModel (class in tspy.data_structures.ml.sequence_mining.FrequentSubSequenceModel) FrequentSubSequenceStatistics (class in tspy.data_structures.ml.sequence_mining.FrequentSubSequenceStatistics) full_align() (tspy.data_structures.multi_time_series.MultiTimeSeries.MultiTimeSeries method) (tspy.data_structures.MultiTimeSeries method) (tspy.data_structures.time_series.TimeSeries.TimeSeries method) full_join() (tspy.data_structures.multi_time_series.MultiTimeSeries.MultiTimeSeries method) (tspy.data_structures.MultiTimeSeries method) (tspy.data_structures.stream_multi_time_series.StreamMultiTimeSeries.StreamMultiTimeSeries method) (tspy.data_structures.stream_time_series.StreamTimeSeries.StreamTimeSeries method) (tspy.data_structures.time_series.TimeSeries.TimeSeries method) Function (class in tspy.data_structures.utils) Function.Java (class in tspy.data_structures.utils)

G

general_reducers() (tspy.data_structures.context.TSContext property) get() (tspy.data_structures.utils.IteratorMessageSupplier method) (tspy.data_structures.utils.Record method) get_multi_season_length() (tspy.data_structures.forecasting.SeasonSelector.SeasonSelector method) get_or_create() (in module tspy.data_structures.context) get_season_length() (tspy.data_structures.forecasting.SeasonSelector.SeasonSelector method) get_time_series() (tspy.data_structures.multi_time_series.MultiTimeSeries.MultiTimeSeries method) (tspy.data_structures.MultiTimeSeries method) get_values() (tspy.data_structures.multi_time_series.MultiTimeSeries.MultiTimeSeries method) (tspy.data_structures.MultiTimeSeries method) (tspy.data_structures.time_series.TimeSeries.TimeSeries method)

getDeleteCost() (tspy.data_structures.utils.IMatcher method) getFutureSize() (tspy.data_structures.utils.Interpolator method) getHistorySize() (tspy.data_structures.utils.Interpolator method) getInsertCost() (tspy.data_structures.utils.IMatcher method) getSubstituteCost() (tspy.data_structures.utils.IMatcher method) getTransposeCost() (tspy.data_structures.utils.IMatcher method) granger() (in module tspy.functions.reducers) granularity() (tspy.data_structures.observations.TRS.TRS property) (tspy.data_structures.TRS property) gt() (in module tspy.functions.expressions) gte() (in module tspy.functions.expressions)

H

higher() (tspy.data_structures.ObservationCollection method) (tspy.data_structures.observations.ObservationCollection.ObservationCollection method) histogram() (in module tspy.functions.reducers)

hour() (in module tspy.data_structures.utils) (tspy.data_structures.context.TSContext method) hws() (in module tspy.forecasters)

I

id() (in module tspy.functions.expressions) if_then() (in module tspy.functions.expressions) if_then_else() (in module tspy.functions.expressions) IMatcher (class in tspy.data_structures.utils) IMatcher.Java (class in tspy.data_structures.utils) implements (tspy.data_structures.ObservationCollection.Java attribute) (tspy.data_structures.observations.ObservationCollection.ObservationCollection.Java attribute) (tspy.data_structures.utils.BinaryMapFunction.Java attribute) (tspy.data_structures.utils.FastUnaryMapFunction.Java attribute) (tspy.data_structures.utils.FilterFunction.Java attribute) (tspy.data_structures.utils.FlatUnaryMapFunction.Java attribute) (tspy.data_structures.utils.Function.Java attribute) (tspy.data_structures.utils.IMatcher.Java attribute) (tspy.data_structures.utils.Interpolator.Java attribute) (tspy.data_structures.utils.IObjectDistanceCalculator.Java attribute) (tspy.data_structures.utils.IteratorMessageSupplier.Java attribute) (tspy.data_structures.utils.JavaDataSink.Java attribute) (tspy.data_structures.utils.JavaMultiDataSink.Java attribute) (tspy.data_structures.utils.JavaMultiTimeSeriesWriteFormat.Java attribute) (tspy.data_structures.utils.JavaPullStreamMultiTimeSeriesReader.Java attribute) (tspy.data_structures.utils.JavaPullStreamTimeSeriesReader.Java attribute) (tspy.data_structures.utils.JavaPushStreamMultiTimeSeriesReader.Java attribute) (tspy.data_structures.utils.JavaPushStreamTimeSeriesReader.Java attribute) (tspy.data_structures.utils.JavaTimeSeriesReader.Java attribute) (tspy.data_structures.utils.JavaTimeSeriesWriteFormat.Java attribute) (tspy.data_structures.utils.JavaToPythonBinaryTransformFunction.Java attribute) (tspy.data_structures.utils.JavaToPythonUnaryTransformFunction.Java attribute) (tspy.data_structures.utils.NaryMapFunction.Java attribute) (tspy.data_structures.utils.ObservationToKeyUnaryMapFunction.Java attribute) (tspy.data_structures.utils.PairUnaryMapFunction.Java attribute) (tspy.data_structures.utils.Record.Java attribute) (tspy.data_structures.utils.ReduceTimeSeriesUnaryMapFunction.Java attribute) (tspy.data_structures.utils.SegmentFlatUnaryMapFunction.Java attribute) (tspy.data_structures.utils.SegmentUnaryMapFunction.Java attribute) (tspy.data_structures.utils.SeriesConsumer.Java attribute) (tspy.data_structures.utils.SeriesFilterFunction.Java attribute) (tspy.data_structures.utils.SeriesUnaryMapFunction.Java attribute) (tspy.data_structures.utils.SeriesWithKeyUnaryMapfunctionToSeries.Java attribute) (tspy.data_structures.utils.TimeSeriesFilterFunction.Java attribute) (tspy.data_structures.utils.UnaryListPairMapFunction.Java attribute) (tspy.data_structures.utils.UnaryMapFunction.Java attribute) (tspy.data_structures.utils.UnaryMapFunctionResultingInOptional.Java attribute) (tspy.data_structures.utils.UnaryMapFunctionTupleResultingInOptional.Java attribute) (tspy.data_structures.utils.ValueAndSeriesBiFunction.Java attribute) (tspy.data_structures.utils.ValueAndTimeSeriesBinaryMapFunction.Java attribute)

initial_time_updated() (tspy.data_structures.forecasting.ForecastingModel.ForecastingModel property) inner_align() (tspy.data_structures.multi_time_series.MultiTimeSeries.MultiTimeSeries method) (tspy.data_structures.MultiTimeSeries method) (tspy.data_structures.time_series.TimeSeries.TimeSeries method) inner_join() (tspy.data_structures.multi_time_series.MultiTimeSeries.MultiTimeSeries method) (tspy.data_structures.MultiTimeSeries method) (tspy.data_structures.stream_multi_time_series.StreamMultiTimeSeries.StreamMultiTimeSeries method) (tspy.data_structures.stream_time_series.StreamTimeSeries.StreamTimeSeries method) (tspy.data_structures.time_series.TimeSeries.TimeSeries method) inter_arrival_statistics() (tspy.data_structures.ml.sequence_mining.DiscriminatorySubSequenceStatistics.DiscriminatorySubSequenceStatistics property) (tspy.data_structures.ml.sequence_mining.FrequentSubSequenceStatistics.FrequentSubSequenceStatistics property) inter_cluster_distances() (tspy.data_structures.ml.clustering.TimeSeriesClusteringModel.TimeSeriesClusteringModel property) InterArrivalStatistics (class in tspy.data_structures.ml.sequence_mining.InterArrivalStatistics) interpolate() (tspy.data_structures.utils.Interpolator method) Interpolator (class in tspy.data_structures.utils) Interpolator.Java (class in tspy.data_structures.utils) interpolators() (tspy.data_structures.context.TSContext property) interval_join() (tspy.data_structures.stream_multi_time_series.StreamMultiTimeSeries.StreamMultiTimeSeries method) (tspy.data_structures.stream_time_series.StreamTimeSeries.StreamTimeSeries method) intra_cluster_distances() (tspy.data_structures.ml.clustering.TimeSeriesClusteringModel.TimeSeriesClusteringModel property) IObjectDistanceCalculator (class in tspy.data_structures.utils) IObjectDistanceCalculator.Java (class in tspy.data_structures.utils) is_anomaly() (tspy.data_structures.forecasting.AnomalyDetector.AnomalyDetector method) is_empty() (tspy.data_structures.ObservationCollection method) (tspy.data_structures.observations.ObservationCollection.ObservationCollection method) (tspy.data_structures.observations.TSBuilder.TSBuilder method) is_initialized() (tspy.data_structures.forecasting.ForecastingModel.ForecastingModel method) isFinished() (tspy.data_structures.utils.JavaPullStreamMultiTimeSeriesReader method) (tspy.data_structures.utils.JavaPullStreamTimeSeriesReader method) (tspy.data_structures.utils.JavaPushStreamMultiTimeSeriesReader method) (tspy.data_structures.utils.JavaPushStreamTimeSeriesReader method) isFinite() (tspy.data_structures.utils.JavaPullStreamMultiTimeSeriesReader method) (tspy.data_structures.utils.JavaPullStreamTimeSeriesReader method) (tspy.data_structures.utils.JavaPushStreamMultiTimeSeriesReader method) (tspy.data_structures.utils.JavaPushStreamTimeSeriesReader method) itakura_parralelogram_dtw() (in module tspy.functions.reducers) item_set() (tspy.data_structures.ml.itemset_mining.DiscriminatoryItemSet.DiscriminatoryItemSet property) (tspy.data_structures.ml.itemset_mining.FrequentItemSet.FrequentItemSet property) item_set_id() (tspy.data_structures.ml.itemset_mining.DiscriminatoryItemSet.DiscriminatoryItemSet property) (tspy.data_structures.ml.itemset_mining.FrequentItemSet.FrequentItemSet property) item_set_matcher() (tspy.data_structures.ml.itemset_mining.DiscriminatoryItemSetModel.DiscriminatoryItemSetModel property) (tspy.data_structures.ml.itemset_mining.FrequentItemSetModel.FrequentItemSetModel property) ItemSetMatcher (class in tspy.data_structures.ml.itemset_mining.ItemSetMatcher) ItemSetSequence (class in tspy.data_structures.ml.sequence_mining.ItemSetSequence) IteratorMessageSupplier (class in tspy.data_structures.utils) IteratorMessageSupplier.Java (class in tspy.data_structures.utils)

J

JavaDataSink (class in tspy.data_structures.utils) JavaDataSink.Java (class in tspy.data_structures.utils) JavaMultiDataSink (class in tspy.data_structures.utils) JavaMultiDataSink.Java (class in tspy.data_structures.utils) JavaMultiTimeSeriesWriteFormat (class in tspy.data_structures.utils) JavaMultiTimeSeriesWriteFormat.Java (class in tspy.data_structures.utils) JavaPullStreamMultiTimeSeriesReader (class in tspy.data_structures.utils) JavaPullStreamMultiTimeSeriesReader.Java (class in tspy.data_structures.utils) JavaPullStreamTimeSeriesReader (class in tspy.data_structures.utils) JavaPullStreamTimeSeriesReader.Java (class in tspy.data_structures.utils) JavaPushStreamMultiTimeSeriesReader (class in tspy.data_structures.utils)

JavaPushStreamMultiTimeSeriesReader.Java (class in tspy.data_structures.utils) JavaPushStreamTimeSeriesReader (class in tspy.data_structures.utils) JavaPushStreamTimeSeriesReader.Java (class in tspy.data_structures.utils) JavaTimeSeriesReader (class in tspy.data_structures.utils) JavaTimeSeriesReader.Java (class in tspy.data_structures.utils) JavaTimeSeriesWriteFormat (class in tspy.data_structures.utils) JavaTimeSeriesWriteFormat.Java (class in tspy.data_structures.utils) JavaToPythonBinaryTransformFunction (class in tspy.data_structures.utils) JavaToPythonBinaryTransformFunction.Java (class in tspy.data_structures.utils) JavaToPythonUnaryTransformFunction (class in tspy.data_structures.utils) JavaToPythonUnaryTransformFunction.Java (class in tspy.data_structures.utils) jvm() (tspy.data_structures.context.TSContext property)

K

keys() (tspy.data_structures.multi_time_series.MultiTimeSeries.MultiTimeSeries property) (tspy.data_structures.MultiTimeSeries property) (tspy.data_structures.utils.Record method)

KShapeModel (class in tspy.data_structures.ml.clustering.KShapeModel) kurtosis() (in module tspy.functions.reducers)

L

label() (tspy.data_structures.ml.data_preparation.LabeledPoint.LabeledPoint property) LabeledPoint (class in tspy.data_structures.ml.data_preparation.LabeledPoint) lag() (tspy.data_structures.time_series.TimeSeries.TimeSeries method) last() (tspy.data_structures.ObservationCollection method) (tspy.data_structures.observations.ObservationCollection.ObservationCollection method) (tspy.data_structures.Stats property) (tspy.data_structures.Stats.Stats property) last_time_updated() (tspy.data_structures.forecasting.ForecastingModel.ForecastingModel property) left_align() (tspy.data_structures.multi_time_series.MultiTimeSeries.MultiTimeSeries method) (tspy.data_structures.MultiTimeSeries method) (tspy.data_structures.time_series.TimeSeries.TimeSeries method) left_join() (tspy.data_structures.multi_time_series.MultiTimeSeries.MultiTimeSeries method) (tspy.data_structures.MultiTimeSeries method) (tspy.data_structures.stream_multi_time_series.StreamMultiTimeSeries.StreamMultiTimeSeries method) (tspy.data_structures.stream_time_series.StreamTimeSeries.StreamTimeSeries method) (tspy.data_structures.time_series.TimeSeries.TimeSeries method) left_outer_align() (tspy.data_structures.multi_time_series.MultiTimeSeries.MultiTimeSeries method) (tspy.data_structures.MultiTimeSeries method) (tspy.data_structures.time_series.TimeSeries.TimeSeries method)

left_outer_join() (tspy.data_structures.multi_time_series.MultiTimeSeries.MultiTimeSeries method) (tspy.data_structures.MultiTimeSeries method) (tspy.data_structures.stream_multi_time_series.StreamMultiTimeSeries.StreamMultiTimeSeries method) (tspy.data_structures.stream_time_series.StreamTimeSeries.StreamTimeSeries method) (tspy.data_structures.time_series.TimeSeries.TimeSeries method) lift() (tspy.data_structures.ml.itemset_mining.DiscriminatoryItemSetStatistics.DiscriminatoryItemSetStatistics property) (tspy.data_structures.ml.sequence_mining.DiscriminatorySubSequenceStatistics.DiscriminatorySubSequenceStatistics property) linear() (in module tspy.functions.interpolators) ljung_box() (in module tspy.functions.transformers) load() (in module tspy.forecasters) log() (in module tspy.functions.expressions) log10() (in module tspy.functions.expressions) logical_and() (in module tspy.functions.expressions) logical_not() (in module tspy.functions.expressions) logical_or() (in module tspy.functions.expressions) lower() (tspy.data_structures.ObservationCollection method) (tspy.data_structures.observations.ObservationCollection.ObservationCollection method) lt() (in module tspy.functions.expressions) lte() (in module tspy.functions.expressions)

M

manhattan() (in module tspy.functions.reducers) map() (tspy.data_structures.multi_time_series.MultiTimeSeries.MultiTimeSeries method) (tspy.data_structures.MultiTimeSeries method) (tspy.data_structures.SegmentTimeSeries method) (tspy.data_structures.stream_multi_time_series.StreamMultiTimeSeries.StreamMultiTimeSeries method) (tspy.data_structures.stream_time_series.StreamTimeSeries.StreamTimeSeries method) (tspy.data_structures.time_series.SegmentTimeSeries.SegmentTimeSeries method) (tspy.data_structures.time_series.TimeSeries.TimeSeries method) map_series() (tspy.data_structures.multi_time_series.MultiTimeSeries.MultiTimeSeries method) (tspy.data_structures.MultiTimeSeries method) map_series_key() (tspy.data_structures.multi_time_series.MultiTimeSeries.MultiTimeSeries method) (tspy.data_structures.MultiTimeSeries method) map_series_with_key() (tspy.data_structures.multi_time_series.MultiTimeSeries.MultiTimeSeries method) (tspy.data_structures.MultiTimeSeries method) map_with_index() (tspy.data_structures.time_series.TimeSeries.TimeSeries method) map_with_key() (tspy.data_structures.stream_multi_time_series.StreamMultiTimeSeries.StreamMultiTimeSeries method) match() (tspy.data_structures.utils.IMatcher method) match_case() (in module tspy.functions.expressions) matches() (in module tspy.functions.expressions) (tspy.data_structures.ml.itemset_mining.ItemSetMatcher.ItemSetMatcher method) (tspy.data_structures.ml.sequence_mining.SequenceMatcher.SequenceMatcher method) math_reducers() (tspy.data_structures.context.TSContext property) math_transforms() (tspy.data_structures.context.TSContext property) max() (in module tspy.functions.expressions) (in module tspy.functions.reducers) (tspy.data_structures.ml.itemset_mining.DurationStatistics.DurationStatistics property) (tspy.data_structures.ml.sequence_mining.InterArrivalStatistics.InterArrivalStatistics property) (tspy.data_structures.NumStats.NumStats property) max_end_time() (tspy.data_structures.ml.itemset_mining.DurationStatistics.DurationStatistics property) max_inter_arrival_time() (tspy.data_structures.Stats property) (tspy.data_structures.Stats.Stats property) max_lead_time() (tspy.data_structures.ml.itemset_mining.DurationStatistics.DurationStatistics property) mean() (tspy.data_structures.NumStats.NumStats property) mean_inter_arrival_time() (tspy.data_structures.Stats property) (tspy.data_structures.Stats.Stats property) metadata() (tspy.data_structures.ml.itemset_mining.DiscriminatoryItemSetModel.DiscriminatoryItemSetModel property) (tspy.data_structures.ml.sequence_mining.DiscriminatorySubSequenceModel.DiscriminatorySubSequenceModel property) (tspy.data_structures.ml.sequence_mining.FrequentSubSequenceModel.FrequentSubSequenceModel property) min() (in module tspy.functions.expressions) (in module tspy.functions.reducers) (tspy.data_structures.ml.itemset_mining.DurationStatistics.DurationStatistics property) (tspy.data_structures.ml.sequence_mining.InterArrivalStatistics.InterArrivalStatistics property) (tspy.data_structures.NumStats.NumStats property) min_end_time() (tspy.data_structures.ml.itemset_mining.DurationStatistics.DurationStatistics property) min_inter_arrival_time() (tspy.data_structures.Stats property) (tspy.data_structures.Stats.Stats property) min_lead_time() (tspy.data_structures.ml.itemset_mining.DurationStatistics.DurationStatistics property) min_support() (tspy.data_structures.ml.itemset_mining.DiscriminatoryItemSetModel.DiscriminatoryItemSetModel property) (tspy.data_structures.ml.itemset_mining.FrequentItemSetModel.FrequentItemSetModel property) (tspy.data_structures.ml.sequence_mining.DiscriminatorySubSequenceModel.DiscriminatorySubSequenceModel property) (tspy.data_structures.ml.sequence_mining.FrequentSubSequenceModel.FrequentSubSequenceModel property) minute() (in module tspy.data_structures.utils) (tspy.data_structures.context.TSContext method) ml() (tspy.data_structures.context.TSContext property) module tspy tspy.data_structures tspy.data_structures.context tspy.data_structures.forecasting tspy.data_structures.forecasting.AnomalyDetector tspy.data_structures.forecasting.ForecastingModel tspy.data_structures.forecasting.SeasonSelector tspy.data_structures.io tspy.data_structures.io.DataSink tspy.data_structures.io.MultiDataSink tspy.data_structures.io.MultiTimeSeriesWriteFormat tspy.data_structures.io.MultiTimeSeriesWriter tspy.data_structures.io.PullStreamMultiTimeSeriesReader tspy.data_structures.io.PullStreamTimeSeriesReader tspy.data_structures.io.PushStreamMultiTimeSeriesReader tspy.data_structures.io.PushStreamTimeSeriesReader tspy.data_structures.io.PythonQueueStreamMultiTimeSeriesReader tspy.data_structures.io.PythonQueueStreamTimeSeriesReader tspy.data_structures.io.TimeSeriesReader tspy.data_structures.io.TimeSeriesWriteFormat tspy.data_structures.io.TimeSeriesWriter tspy.data_structures.ml tspy.data_structures.ml.clustering tspy.data_structures.ml.clustering.KShape tspy.data_structures.ml.clustering.KShapeModel tspy.data_structures.ml.clustering.TimeSeriesClusteringModel tspy.data_structures.ml.data_preparation tspy.data_structures.ml.data_preparation.FeatureVectors tspy.data_structures.ml.data_preparation.LabeledPoint tspy.data_structures.ml.itemset_mining tspy.data_structures.ml.itemset_mining.DiscriminatoryItemSet tspy.data_structures.ml.itemset_mining.DiscriminatoryItemSetModel tspy.data_structures.ml.itemset_mining.DiscriminatoryItemSetStatistics tspy.data_structures.ml.itemset_mining.DurationStatistics tspy.data_structures.ml.itemset_mining.FrequentItemSet tspy.data_structures.ml.itemset_mining.FrequentItemSetModel tspy.data_structures.ml.itemset_mining.FrequentItemSetStatistics tspy.data_structures.ml.itemset_mining.ItemSetMatcher tspy.data_structures.ml.sequence_mining tspy.data_structures.ml.sequence_mining.DiscriminatorySubSequence tspy.data_structures.ml.sequence_mining.DiscriminatorySubSequenceModel tspy.data_structures.ml.sequence_mining.DiscriminatorySubSequenceStatistics tspy.data_structures.ml.sequence_mining.FrequentSubSequence tspy.data_structures.ml.sequence_mining.FrequentSubSequenceModel tspy.data_structures.ml.sequence_mining.FrequentSubSequenceStatistics tspy.data_structures.ml.sequence_mining.InterArrivalStatistics tspy.data_structures.ml.sequence_mining.ItemSetSequence tspy.data_structures.ml.sequence_mining.SequenceMatcher tspy.data_structures.multi_time_series tspy.data_structures.multi_time_series.MultiTimeSeries tspy.data_structures.multi_time_series.SegmentMultiTimeSeries tspy.data_structures.NumStats tspy.data_structures.observations tspy.data_structures.observations.Observation tspy.data_structures.observations.ObservationCollection tspy.data_structures.observations.Segment tspy.data_structures.observations.TRS tspy.data_structures.observations.TSBuilder tspy.data_structures.Stats tspy.data_structures.stream_multi_time_series tspy.data_structures.stream_multi_time_series.MultiObservationStream tspy.data_structures.stream_multi_time_series.SegmentStreamMultiTimeSeries tspy.data_structures.stream_multi_time_series.StreamMultiTimeSeries tspy.data_structures.stream_time_series tspy.data_structures.stream_time_series.ObservationStream tspy.data_structures.stream_time_series.SegmentStreamTimeSeries tspy.data_structures.stream_time_series.StreamTimeSeries tspy.data_structures.time_series tspy.data_structures.time_series.SegmentTimeSeries tspy.data_structures.time_series.TimeSeries tspy.data_structures.transforms tspy.data_structures.transforms.BinaryTransform tspy.data_structures.transforms.UnaryTransform tspy.data_structures.utils tspy.exceptions tspy.forecasters tspy.functions tspy.functions.expressions tspy.functions.interpolators tspy.functions.matchers tspy.functions.reducers tspy.functions.segmenters tspy.functions.transformers tspy.ml tspy.ml.clustering tspy.ml.clustering.kshape tspy.ml.feature_vectors tspy.multi_time_series tspy.observations tspy.others tspy.stream_multi_time_series tspy.stream_time_series tspy.time_series

mul() (in module tspy.functions.expressions) multi_match_norm_frequency() (tspy.data_structures.ml.itemset_mining.FrequentItemSetStatistics.FrequentItemSetStatistics property) multi_time_series() (in module tspy) (in module tspy.multi_time_series) (tspy.data_structures.context.TSContext property) MultiDataSink (class in tspy.data_structures.io.MultiDataSink) MultiObservationStream (class in tspy.data_structures.stream_multi_time_series.MultiObservationStream) MultiTimeSeries (class in tspy.data_structures) (class in tspy.data_structures.multi_time_series.MultiTimeSeries) MultiTimeSeriesWriteFormat (class in tspy.data_structures.io.MultiTimeSeriesWriteFormat) MultiTimeSeriesWriter (class in tspy.data_structures.io.MultiTimeSeriesWriter) mutual_information() (in module tspy.functions.reducers) mwgn() (in module tspy.functions.transformers)

N

NaryMapFunction (class in tspy.data_structures.utils) NaryMapFunction.Java (class in tspy.data_structures.utils) nearest() (in module tspy.functions.interpolators)

next() (in module tspy.functions.interpolators) nullify() (in module tspy.functions.interpolators) NumStats (class in tspy.data_structures.NumStats)

O

object_file() (tspy.data_structures.io.MultiTimeSeriesWriter.MultiTimeSeriesWriter method) (tspy.data_structures.io.TimeSeriesWriter.TimeSeriesWriter method) Observation (class in tspy.data_structures) (class in tspy.data_structures.observations.Observation) observation() (in module tspy) (in module tspy.others) (tspy.data_structures.context.TSContext method) ObservationCollection (class in tspy.data_structures) (class in tspy.data_structures.observations.ObservationCollection) ObservationCollection.Java (class in tspy.data_structures) (class in tspy.data_structures.observations.ObservationCollection) observations() (in module tspy) (in module tspy.observations) (tspy.data_structures.context.TSContext property) (tspy.data_structures.observations.Segment.Segment property) (tspy.data_structures.Segment property)

ObservationStream (class in tspy.data_structures.stream_time_series.ObservationStream) ObservationToKeyUnaryMapFunction (class in tspy.data_structures.utils) ObservationToKeyUnaryMapFunction.Java (class in tspy.data_structures.utils) option() (tspy.data_structures.io.MultiTimeSeriesWriter.MultiTimeSeriesWriter method) (tspy.data_structures.io.TimeSeriesWriter.TimeSeriesWriter method) options() (tspy.data_structures.io.MultiTimeSeriesWriter.MultiTimeSeriesWriter method) (tspy.data_structures.io.TimeSeriesWriter.TimeSeriesWriter method) original_size() (tspy.data_structures.ml.itemset_mining.FrequentItemSetStatistics.FrequentItemSetStatistics property) (tspy.data_structures.ml.sequence_mining.FrequentSubSequenceStatistics.FrequentSubSequenceStatistics property) original_size_left() (tspy.data_structures.ml.itemset_mining.DiscriminatoryItemSetStatistics.DiscriminatoryItemSetStatistics property) (tspy.data_structures.ml.sequence_mining.DiscriminatorySubSequenceStatistics.DiscriminatorySubSequenceStatistics property) original_size_right() (tspy.data_structures.ml.itemset_mining.DiscriminatoryItemSetStatistics.DiscriminatoryItemSetStatistics property) (tspy.data_structures.ml.sequence_mining.DiscriminatorySubSequenceStatistics.DiscriminatorySubSequenceStatistics property)

P

paa() (in module tspy.functions.transformers) pair_wise_transform() (tspy.data_structures.multi_time_series.MultiTimeSeries.MultiTimeSeries method) (tspy.data_structures.MultiTimeSeries method) PairUnaryMapFunction (class in tspy.data_structures.utils) PairUnaryMapFunction.Java (class in tspy.data_structures.utils) parse() (tspy.data_structures.io.PullStreamMultiTimeSeriesReader.PullStreamMultiTimeSeriesReader method) (tspy.data_structures.io.PullStreamTimeSeriesReader.PullStreamTimeSeriesReader method) (tspy.data_structures.io.PushStreamMultiTimeSeriesReader.PushStreamMultiTimeSeriesReader method) (tspy.data_structures.io.PushStreamTimeSeriesReader.PushStreamTimeSeriesReader method) (tspy.data_structures.io.PythonQueueStreamMultiTimeSeriesReader.PythonQueueStreamMultiTimeSeriesReader method) (tspy.data_structures.io.PythonQueueStreamTimeSeriesReader.PythonQueueStreamTimeSeriesReader method) (tspy.data_structures.utils.JavaPullStreamMultiTimeSeriesReader method) (tspy.data_structures.utils.JavaPullStreamTimeSeriesReader method) (tspy.data_structures.utils.JavaPushStreamMultiTimeSeriesReader method) (tspy.data_structures.utils.JavaPushStreamTimeSeriesReader method) partition() (tspy.data_structures.stream_multi_time_series.StreamMultiTimeSeries.StreamMultiTimeSeries method) peek() (tspy.data_structures.stream_multi_time_series.MultiObservationStream.MultiObservationStream method) (tspy.data_structures.stream_multi_time_series.StreamMultiTimeSeries.StreamMultiTimeSeries method) (tspy.data_structures.stream_time_series.ObservationStream.ObservationStream method) (tspy.data_structures.stream_time_series.StreamTimeSeries.StreamTimeSeries method) percentile() (in module tspy.functions.reducers)

poll() (tspy.data_structures.io.PullStreamMultiTimeSeriesReader.PullStreamMultiTimeSeriesReader method) (tspy.data_structures.io.PullStreamTimeSeriesReader.PullStreamTimeSeriesReader method) (tspy.data_structures.io.PythonQueueStreamMultiTimeSeriesReader.PythonQueueStreamMultiTimeSeriesReader method) (tspy.data_structures.io.PythonQueueStreamTimeSeriesReader.PythonQueueStreamTimeSeriesReader method) (tspy.data_structures.stream_multi_time_series.MultiObservationStream.MultiObservationStream method) (tspy.data_structures.stream_multi_time_series.StreamMultiTimeSeries.StreamMultiTimeSeries method) (tspy.data_structures.stream_time_series.ObservationStream.ObservationStream method) (tspy.data_structures.stream_time_series.StreamTimeSeries.StreamTimeSeries method) prepare() (in module tspy.data_structures.ml.data_preparation.FeatureVectors) (in module tspy.ml.feature_vectors) prepare_predictions() (in module tspy.data_structures.ml.data_preparation.FeatureVectors) (in module tspy.ml.feature_vectors) prev() (in module tspy.functions.interpolators) print() (tspy.data_structures.multi_time_series.MultiTimeSeries.MultiTimeSeries method) (tspy.data_structures.MultiTimeSeries method) (tspy.data_structures.time_series.TimeSeries.TimeSeries method) PullStreamMultiTimeSeriesReader (class in tspy.data_structures.io.PullStreamMultiTimeSeriesReader) PullStreamTimeSeriesReader (class in tspy.data_structures.io.PullStreamTimeSeriesReader) PushStreamMultiTimeSeriesReader (class in tspy.data_structures.io.PushStreamMultiTimeSeriesReader) PushStreamTimeSeriesReader (class in tspy.data_structures.io.PushStreamTimeSeriesReader) PythonQueueStreamMultiTimeSeriesReader (class in tspy.data_structures.io.PythonQueueStreamMultiTimeSeriesReader) PythonQueueStreamTimeSeriesReader (class in tspy.data_structures.io.PythonQueueStreamTimeSeriesReader)

Q

queue() (in module tspy.stream_multi_time_series) (in module tspy.stream_time_series)

R

read() (tspy.data_structures.io.TimeSeriesReader.TimeSeriesReader method) (tspy.data_structures.utils.JavaPullStreamMultiTimeSeriesReader method) (tspy.data_structures.utils.JavaPullStreamTimeSeriesReader method) (tspy.data_structures.utils.JavaPushStreamMultiTimeSeriesReader method) (tspy.data_structures.utils.JavaPushStreamTimeSeriesReader method) (tspy.data_structures.utils.JavaTimeSeriesReader method) reader() (in module tspy.stream_multi_time_series) (in module tspy.stream_time_series) Record (class in tspy.data_structures.utils) record() (in module tspy) (in module tspy.others) (tspy.data_structures.context.TSContext method) Record.Java (class in tspy.data_structures.utils) reduce() (tspy.data_structures.multi_time_series.MultiTimeSeries.MultiTimeSeries method) (tspy.data_structures.MultiTimeSeries method) (tspy.data_structures.time_series.TimeSeries.TimeSeries method) reduce_range() (tspy.data_structures.multi_time_series.MultiTimeSeries.MultiTimeSeries method) (tspy.data_structures.MultiTimeSeries method) ReduceTimeSeriesUnaryMapFunction (class in tspy.data_structures.utils) ReduceTimeSeriesUnaryMapFunction.Java (class in tspy.data_structures.utils) regression() (in module tspy.functions.segmenters) remove_consecutive_duplicate_values() (in module tspy.functions.transformers) resample() (tspy.data_structures.multi_time_series.MultiTimeSeries.MultiTimeSeries method) (tspy.data_structures.MultiTimeSeries method) (tspy.data_structures.stream_multi_time_series.StreamMultiTimeSeries.StreamMultiTimeSeries method) (tspy.data_structures.stream_time_series.StreamTimeSeries.StreamTimeSeries method) (tspy.data_structures.time_series.TimeSeries.TimeSeries method)

reset_model() (tspy.data_structures.forecasting.ForecastingModel.ForecastingModel method) result() (tspy.data_structures.observations.TSBuilder.TSBuilder method) right_align() (tspy.data_structures.multi_time_series.MultiTimeSeries.MultiTimeSeries method) (tspy.data_structures.MultiTimeSeries method) (tspy.data_structures.time_series.TimeSeries.TimeSeries method) right_join() (tspy.data_structures.multi_time_series.MultiTimeSeries.MultiTimeSeries method) (tspy.data_structures.MultiTimeSeries method) (tspy.data_structures.stream_multi_time_series.StreamMultiTimeSeries.StreamMultiTimeSeries method) (tspy.data_structures.stream_time_series.StreamTimeSeries.StreamTimeSeries method) (tspy.data_structures.time_series.TimeSeries.TimeSeries method) right_outer_align() (tspy.data_structures.multi_time_series.MultiTimeSeries.MultiTimeSeries method) (tspy.data_structures.MultiTimeSeries method) (tspy.data_structures.time_series.TimeSeries.TimeSeries method) right_outer_join() (tspy.data_structures.multi_time_series.MultiTimeSeries.MultiTimeSeries method) (tspy.data_structures.MultiTimeSeries method) (tspy.data_structures.stream_multi_time_series.StreamMultiTimeSeries.StreamMultiTimeSeries method) (tspy.data_structures.stream_time_series.StreamTimeSeries.StreamTimeSeries method) (tspy.data_structures.time_series.TimeSeries.TimeSeries method) run() (in module tspy.data_structures.ml.clustering.KShape) (tspy.data_structures.stream_multi_time_series.StreamMultiTimeSeries.StreamMultiTimeSeries method) (tspy.data_structures.stream_time_series.StreamTimeSeries.StreamTimeSeries method)

S

sakoe_chiba_dtw() (in module tspy.functions.reducers) save() (tspy.data_structures.forecasting.ForecastingModel.ForecastingModel method) (tspy.data_structures.io.MultiTimeSeriesWriter.MultiTimeSeriesWriter method) (tspy.data_structures.io.TimeSeriesWriter.TimeSeriesWriter method) (tspy.data_structures.ml.clustering.KShapeModel.KShapeModel method) (tspy.data_structures.ml.clustering.TimeSeriesClusteringModel.TimeSeriesClusteringModel method) (tspy.data_structures.ml.itemset_mining.DiscriminatoryItemSetModel.DiscriminatoryItemSetModel method) (tspy.data_structures.ml.itemset_mining.FrequentItemSetModel.FrequentItemSetModel method) (tspy.data_structures.ml.sequence_mining.DiscriminatorySubSequenceModel.DiscriminatorySubSequenceModel method) (tspy.data_structures.ml.sequence_mining.FrequentSubSequenceModel.FrequentSubSequenceModel method) sax() (in module tspy.functions.transformers) sbd() (in module tspy.functions.reducers) score() (tspy.data_structures.ml.clustering.TimeSeriesClusteringModel.TimeSeriesClusteringModel method) (tspy.data_structures.ml.itemset_mining.DiscriminatoryItemSetModel.DiscriminatoryItemSetModel method) (tspy.data_structures.ml.itemset_mining.FrequentItemSetModel.FrequentItemSetModel method) (tspy.data_structures.ml.sequence_mining.DiscriminatorySubSequenceModel.DiscriminatorySubSequenceModel method) (tspy.data_structures.ml.sequence_mining.FrequentSubSequenceModel.FrequentSubSequenceModel method) sd() (tspy.data_structures.ml.itemset_mining.DurationStatistics.DurationStatistics property) (tspy.data_structures.ml.sequence_mining.InterArrivalStatistics.InterArrivalStatistics property) sd_end_time() (tspy.data_structures.ml.itemset_mining.DurationStatistics.DurationStatistics property) sd_lead_time() (tspy.data_structures.ml.itemset_mining.DurationStatistics.DurationStatistics property) season_selector() (in module tspy.forecasters) SeasonSelector (class in tspy.data_structures.forecasting.SeasonSelector) second() (in module tspy.data_structures.utils) (tspy.data_structures.context.TSContext method) Segment (class in tspy.data_structures) (class in tspy.data_structures.observations.Segment) segment() (tspy.data_structures.context.TSContext method) (tspy.data_structures.multi_time_series.MultiTimeSeries.MultiTimeSeries method) (tspy.data_structures.MultiTimeSeries method) (tspy.data_structures.stream_multi_time_series.StreamMultiTimeSeries.StreamMultiTimeSeries method) (tspy.data_structures.stream_time_series.StreamTimeSeries.StreamTimeSeries method) (tspy.data_structures.time_series.TimeSeries.TimeSeries method) segment_by() (tspy.data_structures.multi_time_series.MultiTimeSeries.MultiTimeSeries method) (tspy.data_structures.MultiTimeSeries method) (tspy.data_structures.time_series.TimeSeries.TimeSeries method) segment_by_anchor() (tspy.data_structures.multi_time_series.MultiTimeSeries.MultiTimeSeries method) (tspy.data_structures.MultiTimeSeries method) (tspy.data_structures.stream_multi_time_series.StreamMultiTimeSeries.StreamMultiTimeSeries method) (tspy.data_structures.stream_time_series.StreamTimeSeries.StreamTimeSeries method) (tspy.data_structures.time_series.TimeSeries.TimeSeries method) segment_by_changepoint() (tspy.data_structures.multi_time_series.MultiTimeSeries.MultiTimeSeries method) (tspy.data_structures.MultiTimeSeries method) (tspy.data_structures.time_series.TimeSeries.TimeSeries method) segment_by_marker() (tspy.data_structures.time_series.TimeSeries.TimeSeries method) segment_by_time() (tspy.data_structures.multi_time_series.MultiTimeSeries.MultiTimeSeries method) (tspy.data_structures.MultiTimeSeries method) (tspy.data_structures.stream_multi_time_series.StreamMultiTimeSeries.StreamMultiTimeSeries method) (tspy.data_structures.stream_time_series.StreamTimeSeries.StreamTimeSeries method) (tspy.data_structures.time_series.TimeSeries.TimeSeries method) segment_transforms() (tspy.data_structures.context.TSContext property) SegmentFlatUnaryMapFunction (class in tspy.data_structures.utils) SegmentFlatUnaryMapFunction.Java (class in tspy.data_structures.utils) SegmentMultiTimeSeries (class in tspy.data_structures) (class in tspy.data_structures.multi_time_series.SegmentMultiTimeSeries) SegmentStreamMultiTimeSeries (class in tspy.data_structures.stream_multi_time_series.SegmentStreamMultiTimeSeries) SegmentStreamTimeSeries (class in tspy.data_structures.stream_time_series.SegmentStreamTimeSeries) SegmentTimeSeries (class in tspy.data_structures) (class in tspy.data_structures.time_series.SegmentTimeSeries) SegmentUnaryMapFunction (class in tspy.data_structures.utils) SegmentUnaryMapFunction.Java (class in tspy.data_structures.utils)

seq() (in module tspy.functions.matchers) sequence() (tspy.data_structures.ml.sequence_mining.DiscriminatorySubSequence.DiscriminatorySubSequence property) (tspy.data_structures.ml.sequence_mining.FrequentSubSequence.FrequentSubSequence property) (tspy.data_structures.ml.sequence_mining.ItemSetSequence.ItemSetSequence property) sequence_id() (tspy.data_structures.ml.sequence_mining.DiscriminatorySubSequence.DiscriminatorySubSequence property) (tspy.data_structures.ml.sequence_mining.FrequentSubSequence.FrequentSubSequence property) sequence_matcher() (tspy.data_structures.ml.sequence_mining.DiscriminatorySubSequenceModel.DiscriminatorySubSequenceModel property) (tspy.data_structures.ml.sequence_mining.FrequentSubSequenceModel.FrequentSubSequenceModel property) SequenceMatcher (class in tspy.data_structures.ml.sequence_mining.SequenceMatcher) SeriesConsumer (class in tspy.data_structures.utils) SeriesConsumer.Java (class in tspy.data_structures.utils) SeriesFilterFunction (class in tspy.data_structures.utils) SeriesFilterFunction.Java (class in tspy.data_structures.utils) SeriesUnaryMapFunction (class in tspy.data_structures.utils) SeriesUnaryMapFunction.Java (class in tspy.data_structures.utils) SeriesWithKeyUnaryMapfunctionToSeries (class in tspy.data_structures.utils) SeriesWithKeyUnaryMapfunctionToSeries.Java (class in tspy.data_structures.utils) set() (tspy.data_structures.utils.Record method) shift() (tspy.data_structures.time_series.TimeSeries.TimeSeries method) silhouette_coefficients() (tspy.data_structures.ml.clustering.TimeSeriesClusteringModel.TimeSeriesClusteringModel property) sin() (in module tspy.functions.expressions) sinh() (in module tspy.functions.expressions) size() (tspy.data_structures.ObservationCollection property) (tspy.data_structures.observations.ObservationCollection.ObservationCollection property) skewness() (in module tspy.functions.reducers) sqrt() (in module tspy.functions.expressions) standard_deviation() (in module tspy.functions.reducers) start() (tspy.data_structures.io.TimeSeriesReader.TimeSeriesReader method) (tspy.data_structures.observations.Segment.Segment property) (tspy.data_structures.Segment property) (tspy.data_structures.utils.JavaTimeSeriesReader method) start_time() (tspy.data_structures.observations.TRS.TRS property) (tspy.data_structures.TRS property) starts_with() (in module tspy.functions.expressions) stat_reducers() (tspy.data_structures.context.TSContext property) stat_transforms() (tspy.data_structures.context.TSContext property) static_threshold() (in module tspy.functions.segmenters) statistical_changepoint() (in module tspy.functions.segmenters) statistics() (tspy.data_structures.ml.itemset_mining.DiscriminatoryItemSet.DiscriminatoryItemSet property) (tspy.data_structures.ml.itemset_mining.FrequentItemSet.FrequentItemSet property) (tspy.data_structures.ml.sequence_mining.DiscriminatorySubSequence.DiscriminatorySubSequence property) (tspy.data_structures.ml.sequence_mining.FrequentSubSequence.FrequentSubSequence property) Stats (class in tspy.data_structures) (class in tspy.data_structures.Stats) std() (tspy.data_structures.NumStats.NumStats property) stdev() (in module tspy.functions.expressions) stop() (tspy.data_structures.context.TSContext method) stream_multi_time_series() (tspy.data_structures.context.TSContext property) stream_time_series() (tspy.data_structures.context.TSContext property) StreamMultiTimeSeries (class in tspy.data_structures.stream_multi_time_series.StreamMultiTimeSeries) StreamTimeSeries (class in tspy.data_structures.stream_time_series.StreamTimeSeries) sub() (in module tspy.functions.expressions) sublist() (in module tspy.functions.matchers) subseq() (in module tspy.functions.matchers) subset() (in module tspy.functions.matchers) sum() (in module tspy.functions.expressions) (in module tspy.functions.reducers) (tspy.data_structures.ml.itemset_mining.DurationStatistics.DurationStatistics property) (tspy.data_structures.ml.sequence_mining.InterArrivalStatistics.InterArrivalStatistics property) sum_end_time() (tspy.data_structures.ml.itemset_mining.DurationStatistics.DurationStatistics property) sum_lead_time() (tspy.data_structures.ml.itemset_mining.DurationStatistics.DurationStatistics property) sum_squares() (tspy.data_structures.ml.clustering.TimeSeriesClusteringModel.TimeSeriesClusteringModel property)

T

tan() (in module tspy.functions.expressions) tanh() (in module tspy.functions.expressions) text_file() (in module tspy.stream_multi_time_series) (in module tspy.stream_time_series) time_series() (in module tspy) (in module tspy.time_series) (tspy.data_structures.context.TSContext property) (tspy.data_structures.multi_time_series.MultiTimeSeries.MultiTimeSeries method) (tspy.data_structures.MultiTimeSeries method) time_tick() (tspy.data_structures.Observation property) (tspy.data_structures.observations.Observation.Observation property) TimeSeries (class in tspy.data_structures.time_series.TimeSeries) TimeSeriesClusteringModel (class in tspy.data_structures.ml.clustering.TimeSeriesClusteringModel) TimeSeriesFilterFunction (class in tspy.data_structures.utils) TimeSeriesFilterFunction.Java (class in tspy.data_structures.utils) TimeSeriesReader (class in tspy.data_structures.io.TimeSeriesReader) TimeSeriesWriteFormat (class in tspy.data_structures.io.TimeSeriesWriteFormat) TimeSeriesWriter (class in tspy.data_structures.io.TimeSeriesWriter) to_df() (tspy.data_structures.multi_time_series.MultiTimeSeries.MultiTimeSeries method) (tspy.data_structures.MultiTimeSeries method) (tspy.data_structures.time_series.TimeSeries.TimeSeries method) to_df_instants() (tspy.data_structures.multi_time_series.MultiTimeSeries.MultiTimeSeries method) (tspy.data_structures.MultiTimeSeries method) to_df_observations() (tspy.data_structures.multi_time_series.MultiTimeSeries.MultiTimeSeries method) (tspy.data_structures.MultiTimeSeries method) to_index() (tspy.data_structures.observations.TRS.TRS method) (tspy.data_structures.TRS method) to_long_lower() (tspy.data_structures.observations.TRS.TRS method) (tspy.data_structures.TRS method) to_long_upper() (tspy.data_structures.observations.TRS.TRS method) (tspy.data_structures.TRS method) to_multi_observation_stream() (tspy.data_structures.stream_multi_time_series.StreamMultiTimeSeries.StreamMultiTimeSeries method) to_observation_stream() (tspy.data_structures.stream_time_series.StreamTimeSeries.StreamTimeSeries method) to_segments() (tspy.data_structures.multi_time_series.MultiTimeSeries.MultiTimeSeries method) (tspy.data_structures.MultiTimeSeries method) (tspy.data_structures.time_series.TimeSeries.TimeSeries method) to_time_series() (tspy.data_structures.ObservationCollection method) (tspy.data_structures.observations.ObservationCollection.ObservationCollection method) top() (tspy.data_structures.Stats property) (tspy.data_structures.Stats.Stats property) toString() (tspy.data_structures.NumStats.NumStats method) (tspy.data_structures.observations.Segment.Segment method) (tspy.data_structures.Segment method) (tspy.data_structures.Stats method) (tspy.data_structures.Stats.Stats method) (tspy.data_structures.utils.Record method) transform() (tspy.data_structures.multi_time_series.MultiTimeSeries.MultiTimeSeries method) (tspy.data_structures.MultiTimeSeries method) (tspy.data_structures.stream_multi_time_series.SegmentStreamMultiTimeSeries.SegmentStreamMultiTimeSeries method) (tspy.data_structures.stream_time_series.SegmentStreamTimeSeries.SegmentStreamTimeSeries method) (tspy.data_structures.time_series.TimeSeries.TimeSeries method) transform_segments() (tspy.data_structures.stream_multi_time_series.SegmentStreamMultiTimeSeries.SegmentStreamMultiTimeSeries method) (tspy.data_structures.stream_time_series.SegmentStreamTimeSeries.SegmentStreamTimeSeries method) TRS (class in tspy.data_structures) (class in tspy.data_structures.observations.TRS) trs() (tspy.data_structures.multi_time_series.MultiTimeSeries.MultiTimeSeries method) (tspy.data_structures.MultiTimeSeries method) (tspy.data_structures.ObservationCollection property) (tspy.data_structures.observations.ObservationCollection.ObservationCollection property) (tspy.data_structures.time_series.TimeSeries.TimeSeries property) TSBuilder (class in tspy.data_structures.observations.TSBuilder) TSContext (class in tspy.data_structures.context) TSError TSErrorWithMessage tspy module tspy.data_structures module tspy.data_structures.context module tspy.data_structures.forecasting module tspy.data_structures.forecasting.AnomalyDetector module tspy.data_structures.forecasting.ForecastingModel module tspy.data_structures.forecasting.SeasonSelector module tspy.data_structures.io module tspy.data_structures.io.DataSink module tspy.data_structures.io.MultiDataSink module tspy.data_structures.io.MultiTimeSeriesWriteFormat module tspy.data_structures.io.MultiTimeSeriesWriter module tspy.data_structures.io.PullStreamMultiTimeSeriesReader module tspy.data_structures.io.PullStreamTimeSeriesReader module tspy.data_structures.io.PushStreamMultiTimeSeriesReader module tspy.data_structures.io.PushStreamTimeSeriesReader module tspy.data_structures.io.PythonQueueStreamMultiTimeSeriesReader module tspy.data_structures.io.PythonQueueStreamTimeSeriesReader module tspy.data_structures.io.TimeSeriesReader module tspy.data_structures.io.TimeSeriesWriteFormat module tspy.data_structures.io.TimeSeriesWriter module tspy.data_structures.ml module tspy.data_structures.ml.clustering module tspy.data_structures.ml.clustering.KShape module tspy.data_structures.ml.clustering.KShapeModel module tspy.data_structures.ml.clustering.TimeSeriesClusteringModel module tspy.data_structures.ml.data_preparation module tspy.data_structures.ml.data_preparation.FeatureVectors module tspy.data_structures.ml.data_preparation.LabeledPoint module tspy.data_structures.ml.itemset_mining module tspy.data_structures.ml.itemset_mining.DiscriminatoryItemSet module

tspy.data_structures.ml.itemset_mining.DiscriminatoryItemSetModel module tspy.data_structures.ml.itemset_mining.DiscriminatoryItemSetStatistics module tspy.data_structures.ml.itemset_mining.DurationStatistics module tspy.data_structures.ml.itemset_mining.FrequentItemSet module tspy.data_structures.ml.itemset_mining.FrequentItemSetModel module tspy.data_structures.ml.itemset_mining.FrequentItemSetStatistics module tspy.data_structures.ml.itemset_mining.ItemSetMatcher module tspy.data_structures.ml.sequence_mining module tspy.data_structures.ml.sequence_mining.DiscriminatorySubSequence module tspy.data_structures.ml.sequence_mining.DiscriminatorySubSequenceModel module tspy.data_structures.ml.sequence_mining.DiscriminatorySubSequenceStatistics module tspy.data_structures.ml.sequence_mining.FrequentSubSequence module tspy.data_structures.ml.sequence_mining.FrequentSubSequenceModel module tspy.data_structures.ml.sequence_mining.FrequentSubSequenceStatistics module tspy.data_structures.ml.sequence_mining.InterArrivalStatistics module tspy.data_structures.ml.sequence_mining.ItemSetSequence module tspy.data_structures.ml.sequence_mining.SequenceMatcher module tspy.data_structures.multi_time_series module tspy.data_structures.multi_time_series.MultiTimeSeries module tspy.data_structures.multi_time_series.SegmentMultiTimeSeries module tspy.data_structures.NumStats module tspy.data_structures.observations module tspy.data_structures.observations.Observation module tspy.data_structures.observations.ObservationCollection module tspy.data_structures.observations.Segment module tspy.data_structures.observations.TRS module tspy.data_structures.observations.TSBuilder module tspy.data_structures.Stats module tspy.data_structures.stream_multi_time_series module tspy.data_structures.stream_multi_time_series.MultiObservationStream module tspy.data_structures.stream_multi_time_series.SegmentStreamMultiTimeSeries module tspy.data_structures.stream_multi_time_series.StreamMultiTimeSeries module tspy.data_structures.stream_time_series module tspy.data_structures.stream_time_series.ObservationStream module tspy.data_structures.stream_time_series.SegmentStreamTimeSeries module tspy.data_structures.stream_time_series.StreamTimeSeries module tspy.data_structures.time_series module tspy.data_structures.time_series.SegmentTimeSeries module tspy.data_structures.time_series.TimeSeries module tspy.data_structures.transforms module tspy.data_structures.transforms.BinaryTransform module tspy.data_structures.transforms.UnaryTransform module tspy.data_structures.utils module tspy.exceptions module tspy.forecasters module tspy.functions module tspy.functions.expressions module tspy.functions.interpolators module tspy.functions.matchers module tspy.functions.reducers module tspy.functions.segmenters module tspy.functions.transformers module tspy.ml module tspy.ml.clustering module tspy.ml.clustering.kshape module tspy.ml.feature_vectors module tspy.multi_time_series module tspy.observations module tspy.others module tspy.stream_multi_time_series module tspy.stream_time_series module tspy.time_series module

U

UnaryListPairMapFunction (class in tspy.data_structures.utils) UnaryListPairMapFunction.Java (class in tspy.data_structures.utils) UnaryMapFunction (class in tspy.data_structures.utils) UnaryMapFunction.Java (class in tspy.data_structures.utils) UnaryMapFunctionResultingInOptional (class in tspy.data_structures.utils) UnaryMapFunctionResultingInOptional.Java (class in tspy.data_structures.utils) UnaryMapFunctionTupleResultingInOptional (class in tspy.data_structures.utils)

UnaryMapFunctionTupleResultingInOptional.Java (class in tspy.data_structures.utils) UnaryTransform (class in tspy.data_structures.transforms.UnaryTransform) uncache() (tspy.data_structures.multi_time_series.MultiTimeSeries.MultiTimeSeries method) (tspy.data_structures.MultiTimeSeries method) (tspy.data_structures.time_series.TimeSeries.TimeSeries method) unique() (tspy.data_structures.Stats property) (tspy.data_structures.Stats.Stats property) update_model() (tspy.data_structures.forecasting.ForecastingModel.ForecastingModel method)

V

value() (tspy.data_structures.Observation property) (tspy.data_structures.observations.Observation.Observation property) ValueAndSeriesBiFunction (class in tspy.data_structures.utils) ValueAndSeriesBiFunction.Java (class in tspy.data_structures.utils) ValueAndTimeSeriesBinaryMapFunction (class in tspy.data_structures.utils)

ValueAndTimeSeriesBinaryMapFunction.Java (class in tspy.data_structures.utils) var() (in module tspy.functions.expressions) variance() (tspy.data_structures.ml.itemset_mining.DurationStatistics.DurationStatistics property) variance_end_time() (tspy.data_structures.ml.itemset_mining.DurationStatistics.DurationStatistics property) variance_lead_time() (tspy.data_structures.ml.itemset_mining.DurationStatistics.DurationStatistics property)

W

with_attr() (in module tspy.functions.expressions) with_trs() (tspy.data_structures.multi_time_series.MultiTimeSeries.MultiTimeSeries method) (tspy.data_structures.MultiTimeSeries method) (tspy.data_structures.stream_multi_time_series.StreamMultiTimeSeries.StreamMultiTimeSeries method) (tspy.data_structures.stream_time_series.StreamTimeSeries.StreamTimeSeries method) (tspy.data_structures.time_series.TimeSeries.TimeSeries method)

write() (tspy.data_structures.io.MultiTimeSeriesWriteFormat.MultiTimeSeriesWriteFormat method) (tspy.data_structures.io.TimeSeriesWriteFormat.TimeSeriesWriteFormat method) (tspy.data_structures.multi_time_series.MultiTimeSeries.MultiTimeSeries method) (tspy.data_structures.MultiTimeSeries method) (tspy.data_structures.time_series.TimeSeries.TimeSeries method) (tspy.data_structures.utils.JavaMultiTimeSeriesWriteFormat method) (tspy.data_structures.utils.JavaTimeSeriesWriteFormat method)

Z

z_score() (in module tspy.functions.transformers)