Index

A

AARIMAForecaster (class in timeseria.models.forecasters) add_note() (timeseria.exceptions.AlreadyFittedError method) (timeseria.exceptions.ConsistencyException method) (timeseria.exceptions.FloatConversionError method) (timeseria.exceptions.NoDataException method) (timeseria.exceptions.NonContiguityError method) (timeseria.exceptions.NotEnoughDataError method) (timeseria.exceptions.NotFittedError method) (timeseria.models.base.TooMuchDataLoss method) adjust() (timeseria.models.calibrators.Calibrator method) (timeseria.models.calibrators.ErrorDistributionCalibrator method) (timeseria.models.calibrators.ErrorPredictionCalibrator method) (timeseria.models.calibrators.ErrorQuantileCalibrator method) aggregate() (timeseria.datastructures.Series method) (timeseria.datastructures.TimeSeries method) (timeseria.datastructures.TimeSeriesView method) Aggregator (class in timeseria.transformations) AlreadyFittedError AnomalyDetector (class in timeseria.models.anomaly_detectors) append() (timeseria.datastructures.Series method) (timeseria.datastructures.TimeSeries method) (timeseria.datastructures.TimeSeriesView method) apply() (timeseria.models.anomaly_detectors.AnomalyDetector method) (timeseria.models.anomaly_detectors.LinearRegressionAnomalyDetector method) (timeseria.models.anomaly_detectors.LSTMAnomalyDetector method) (timeseria.models.anomaly_detectors.ModelBasedAnomalyDetector method) (timeseria.models.anomaly_detectors.PeriodicAverageAnomalyDetector method) (timeseria.models.anomaly_detectors.PeriodicAverageReconstructorAnomalyDetector method) (timeseria.models.base.Model method) (timeseria.models.calibrators.Calibrator method) (timeseria.models.calibrators.ErrorDistributionCalibrator method) (timeseria.models.calibrators.ErrorPredictionCalibrator method) (timeseria.models.calibrators.ErrorQuantileCalibrator method) (timeseria.models.forecasters.AARIMAForecaster method) (timeseria.models.forecasters.ARIMAForecaster method) (timeseria.models.forecasters.Forecaster method) (timeseria.models.forecasters.LinearRegressionForecaster method) (timeseria.models.forecasters.LSTMForecaster method) (timeseria.models.forecasters.PeriodicAverageForecaster method) (timeseria.models.forecasters.ProphetForecaster method) (timeseria.models.reconstructors.LinearInterpolationReconstructor method) (timeseria.models.reconstructors.PeriodicAverageReconstructor method) (timeseria.models.reconstructors.ProphetReconstructor method) (timeseria.models.reconstructors.Reconstructor method)

ARIMAForecaster (class in timeseria.models.forecasters) as_integer_ratio() (timeseria.utils.IFloat method) (timeseria.utils.PFloat method) as_seconds() (timeseria.units.TimeUnit method) as_tz() (timeseria.datastructures.TimeSeries method) (timeseria.datastructures.TimeSeriesView method) Avg (class in timeseria.operations) avg() (timeseria.datastructures.Series method) (timeseria.datastructures.TimeSeries method) (timeseria.datastructures.TimeSeriesView method)

C

calibrate() (timeseria.models.anomaly_detectors.AnomalyDetector method) (timeseria.models.anomaly_detectors.LinearRegressionAnomalyDetector method) (timeseria.models.anomaly_detectors.LSTMAnomalyDetector method) (timeseria.models.anomaly_detectors.ModelBasedAnomalyDetector method) (timeseria.models.anomaly_detectors.PeriodicAverageAnomalyDetector method) (timeseria.models.anomaly_detectors.PeriodicAverageReconstructorAnomalyDetector method) (timeseria.models.base.Model method) (timeseria.models.calibrators.Calibrator method) (timeseria.models.calibrators.ErrorDistributionCalibrator method) (timeseria.models.calibrators.ErrorPredictionCalibrator method) (timeseria.models.calibrators.ErrorQuantileCalibrator method) (timeseria.models.forecasters.AARIMAForecaster method) (timeseria.models.forecasters.ARIMAForecaster method) (timeseria.models.forecasters.Forecaster method) (timeseria.models.forecasters.LinearRegressionForecaster method) (timeseria.models.forecasters.LSTMForecaster method) (timeseria.models.forecasters.PeriodicAverageForecaster method) (timeseria.models.forecasters.ProphetForecaster method) (timeseria.models.reconstructors.LinearInterpolationReconstructor method) (timeseria.models.reconstructors.PeriodicAverageReconstructor method) (timeseria.models.reconstructors.ProphetReconstructor method) (timeseria.models.reconstructors.Reconstructor method) Calibrator (class in timeseria.models.calibrators) ceil() (timeseria.units.TimeUnit method) change_tz() (timeseria.datastructures.DataTimePoint method) (timeseria.datastructures.DataTimeSlot method) (timeseria.datastructures.TimePoint method) (timeseria.datastructures.TimeSeries method) (timeseria.datastructures.TimeSeriesView method) (timeseria.datastructures.TimeSlot method) clear() (timeseria.datastructures.Series method) (timeseria.datastructures.TimeSeries method) (timeseria.datastructures.TimeSeriesView method) conjugate() (timeseria.utils.IFloat method) (timeseria.utils.PFloat method) ConsistencyException

contents() (timeseria.datastructures.Series method) (timeseria.datastructures.TimeSeries method) (timeseria.datastructures.TimeSeriesView method) copy() (timeseria.datastructures.Series method) (timeseria.datastructures.TimeSeries method) (timeseria.datastructures.TimeSeriesView method) count() (timeseria.datastructures.Series method) (timeseria.datastructures.TimeSeries method) (timeseria.datastructures.TimeSeriesView method) cross_validate() (timeseria.models.anomaly_detectors.AnomalyDetector method) (timeseria.models.anomaly_detectors.LinearRegressionAnomalyDetector method) (timeseria.models.anomaly_detectors.LSTMAnomalyDetector method) (timeseria.models.anomaly_detectors.ModelBasedAnomalyDetector method) (timeseria.models.anomaly_detectors.PeriodicAverageAnomalyDetector method) (timeseria.models.anomaly_detectors.PeriodicAverageReconstructorAnomalyDetector method) (timeseria.models.base.Model method) (timeseria.models.calibrators.Calibrator method) (timeseria.models.calibrators.ErrorDistributionCalibrator method) (timeseria.models.calibrators.ErrorPredictionCalibrator method) (timeseria.models.calibrators.ErrorQuantileCalibrator method) (timeseria.models.forecasters.AARIMAForecaster method) (timeseria.models.forecasters.ARIMAForecaster method) (timeseria.models.forecasters.Forecaster method) (timeseria.models.forecasters.LinearRegressionForecaster method) (timeseria.models.forecasters.LSTMForecaster method) (timeseria.models.forecasters.PeriodicAverageForecaster method) (timeseria.models.forecasters.ProphetForecaster method) (timeseria.models.reconstructors.LinearInterpolationReconstructor method) (timeseria.models.reconstructors.PeriodicAverageReconstructor method) (timeseria.models.reconstructors.ProphetReconstructor method) (timeseria.models.reconstructors.Reconstructor method) CSum (class in timeseria.operations) csum() (timeseria.datastructures.Series method) (timeseria.datastructures.TimeSeries method) (timeseria.datastructures.TimeSeriesView method) CSVFileStorage (class in timeseria.storages)

D

data (timeseria.datastructures.DataPoint property) (timeseria.datastructures.DataSlot property) (timeseria.datastructures.DataTimePoint property) (timeseria.datastructures.DataTimeSlot property) data_indexes (timeseria.datastructures.DataPoint property) (timeseria.datastructures.DataSlot property) (timeseria.datastructures.DataTimePoint property) (timeseria.datastructures.DataTimeSlot property) data_labels() (timeseria.datastructures.DataPoint method) (timeseria.datastructures.DataSlot method) (timeseria.datastructures.DataTimePoint method) (timeseria.datastructures.DataTimeSlot method) (timeseria.datastructures.Series method) (timeseria.datastructures.TimeSeries method) (timeseria.datastructures.TimeSeriesView method) data_loss (timeseria.datastructures.DataPoint property) (timeseria.datastructures.DataSlot property) (timeseria.datastructures.DataTimePoint property) (timeseria.datastructures.DataTimeSlot property) DataPoint (class in timeseria.datastructures) DataSlot (class in timeseria.datastructures) DataTimePoint (class in timeseria.datastructures) DataTimeSlot (class in timeseria.datastructures)

Derivative (class in timeseria.operations) derivative() (timeseria.datastructures.Series method) (timeseria.datastructures.TimeSeries method) (timeseria.datastructures.TimeSeriesView method) describe() (timeseria.utils.IFloat method) (timeseria.utils.PFloat method) detect_encoding() (in module timeseria.utils) detect_periodicity() (in module timeseria.utils) detect_sampling_interval() (in module timeseria.utils) Diff (class in timeseria.operations) diff() (timeseria.datastructures.Series method) (timeseria.datastructures.TimeSeries method) (timeseria.datastructures.TimeSeriesView method) distf() (timeseria.utils.PFloat method) DistributionFunction (class in timeseria.utils) dt (timeseria.datastructures.DataTimePoint property) (timeseria.datastructures.DataTimeSlot property) (timeseria.datastructures.TimePoint property) (timeseria.datastructures.TimeSlot property) duplicate() (timeseria.datastructures.Series method) (timeseria.datastructures.TimeSeries method) (timeseria.datastructures.TimeSeriesView method) dygraphs_plot() (in module timeseria.plots)

E

ensure_reproducibility() (in module timeseria.utils) error_distribution_function (timeseria.models.anomaly_detectors.LinearRegressionAnomalyDetector property) (timeseria.models.anomaly_detectors.LSTMAnomalyDetector property) (timeseria.models.anomaly_detectors.ModelBasedAnomalyDetector property) (timeseria.models.anomaly_detectors.PeriodicAverageAnomalyDetector property) (timeseria.models.anomaly_detectors.PeriodicAverageReconstructorAnomalyDetector property) ErrorDistributionCalibrator (class in timeseria.models.calibrators) ErrorPredictionCalibrator (class in timeseria.models.calibrators) ErrorQuantileCalibrator (class in timeseria.models.calibrators) evaluate() (timeseria.interpolators.Interpolator method) (timeseria.interpolators.LinearInterpolator method) (timeseria.interpolators.UniformInterpolator method) (timeseria.models.anomaly_detectors.AnomalyDetector method) (timeseria.models.anomaly_detectors.LinearRegressionAnomalyDetector method) (timeseria.models.anomaly_detectors.LSTMAnomalyDetector method) (timeseria.models.anomaly_detectors.ModelBasedAnomalyDetector method) (timeseria.models.anomaly_detectors.PeriodicAverageAnomalyDetector method) (timeseria.models.anomaly_detectors.PeriodicAverageReconstructorAnomalyDetector method) (timeseria.models.base.Model method) (timeseria.models.calibrators.Calibrator method) (timeseria.models.calibrators.ErrorDistributionCalibrator method) (timeseria.models.calibrators.ErrorPredictionCalibrator method) (timeseria.models.calibrators.ErrorQuantileCalibrator method) (timeseria.models.forecasters.AARIMAForecaster method) (timeseria.models.forecasters.ARIMAForecaster method) (timeseria.models.forecasters.Forecaster method) (timeseria.models.forecasters.LinearRegressionForecaster method) (timeseria.models.forecasters.LSTMForecaster method) (timeseria.models.forecasters.PeriodicAverageForecaster method) (timeseria.models.forecasters.ProphetForecaster method) (timeseria.models.reconstructors.LinearInterpolationReconstructor method) (timeseria.models.reconstructors.PeriodicAverageReconstructor method) (timeseria.models.reconstructors.ProphetReconstructor method) (timeseria.models.reconstructors.Reconstructor method)

extend() (timeseria.datastructures.Series method) (timeseria.datastructures.TimeSeries method) (timeseria.datastructures.TimeSeriesView method)

F

Filter (class in timeseria.operations) filter() (timeseria.datastructures.Series method) (timeseria.datastructures.TimeSeries method) (timeseria.datastructures.TimeSeriesView method) find_x() (timeseria.utils.DistributionFunction method) fit() (timeseria.models.anomaly_detectors.AnomalyDetector method) (timeseria.models.anomaly_detectors.LinearRegressionAnomalyDetector method) (timeseria.models.anomaly_detectors.LSTMAnomalyDetector method) (timeseria.models.anomaly_detectors.ModelBasedAnomalyDetector method) (timeseria.models.anomaly_detectors.PeriodicAverageAnomalyDetector method) (timeseria.models.anomaly_detectors.PeriodicAverageReconstructorAnomalyDetector method) (timeseria.models.base.Model method) (timeseria.models.calibrators.Calibrator method) (timeseria.models.calibrators.ErrorDistributionCalibrator method) (timeseria.models.calibrators.ErrorPredictionCalibrator method) (timeseria.models.calibrators.ErrorQuantileCalibrator method) (timeseria.models.forecasters.AARIMAForecaster method) (timeseria.models.forecasters.ARIMAForecaster method) (timeseria.models.forecasters.Forecaster method) (timeseria.models.forecasters.LinearRegressionForecaster method) (timeseria.models.forecasters.LSTMForecaster method) (timeseria.models.forecasters.PeriodicAverageForecaster method) (timeseria.models.forecasters.ProphetForecaster method) (timeseria.models.reconstructors.LinearInterpolationReconstructor method) (timeseria.models.reconstructors.PeriodicAverageReconstructor method) (timeseria.models.reconstructors.ProphetReconstructor method) (timeseria.models.reconstructors.Reconstructor method) fit_history (timeseria.models.forecasters.LinearRegressionForecaster property) (timeseria.models.forecasters.LSTMForecaster property) fit_update() (timeseria.models.anomaly_detectors.AnomalyDetector method) (timeseria.models.anomaly_detectors.LinearRegressionAnomalyDetector method) (timeseria.models.anomaly_detectors.LSTMAnomalyDetector method) (timeseria.models.anomaly_detectors.ModelBasedAnomalyDetector method) (timeseria.models.anomaly_detectors.PeriodicAverageAnomalyDetector method) (timeseria.models.anomaly_detectors.PeriodicAverageReconstructorAnomalyDetector method) (timeseria.models.base.Model method) (timeseria.models.calibrators.Calibrator method) (timeseria.models.calibrators.ErrorDistributionCalibrator method) (timeseria.models.calibrators.ErrorPredictionCalibrator method) (timeseria.models.calibrators.ErrorQuantileCalibrator method) (timeseria.models.forecasters.AARIMAForecaster method) (timeseria.models.forecasters.ARIMAForecaster method) (timeseria.models.forecasters.Forecaster method) (timeseria.models.forecasters.LinearRegressionForecaster method) (timeseria.models.forecasters.LSTMForecaster method) (timeseria.models.forecasters.PeriodicAverageForecaster method) (timeseria.models.forecasters.ProphetForecaster method) (timeseria.models.reconstructors.LinearInterpolationReconstructor method) (timeseria.models.reconstructors.PeriodicAverageReconstructor method) (timeseria.models.reconstructors.ProphetReconstructor method) (timeseria.models.reconstructors.Reconstructor method)

FloatConversionError floor() (timeseria.units.TimeUnit method) forecast() (timeseria.models.forecasters.AARIMAForecaster method) (timeseria.models.forecasters.ARIMAForecaster method) (timeseria.models.forecasters.Forecaster method) (timeseria.models.forecasters.LinearRegressionForecaster method) (timeseria.models.forecasters.LSTMForecaster method) (timeseria.models.forecasters.PeriodicAverageForecaster method) (timeseria.models.forecasters.ProphetForecaster method) Forecaster (class in timeseria.models.forecasters) from_csv() (timeseria.datastructures.TimeSeries class method) (timeseria.datastructures.TimeSeriesView class method) from_data() (timeseria.utils.PFloat class method) from_df() (timeseria.datastructures.TimeSeries class method) (timeseria.datastructures.TimeSeriesView class method) from_dict() (timeseria.datastructures.TimeSeries class method) (timeseria.datastructures.TimeSeriesView class method) from_json() (timeseria.datastructures.TimeSeries class method) (timeseria.datastructures.TimeSeriesView class method) fromhex() (timeseria.utils.IFloat method) (timeseria.utils.PFloat method)

G

Get (class in timeseria.operations) get() (timeseria.datastructures.Series method) (timeseria.datastructures.TimeSeries method) (timeseria.datastructures.TimeSeriesView method) (timeseria.storages.CSVFileStorage method) (timeseria.storages.Storage method)

guess_resolution() (timeseria.datastructures.TimeSeries method) (timeseria.datastructures.TimeSeriesView method)

H

head() (timeseria.datastructures.Series method) (timeseria.datastructures.TimeSeries method) (timeseria.datastructures.TimeSeriesView method)

hex() (timeseria.utils.IFloat method) (timeseria.utils.PFloat method)

I

id (timeseria.models.anomaly_detectors.AnomalyDetector property) (timeseria.models.anomaly_detectors.LinearRegressionAnomalyDetector property) (timeseria.models.anomaly_detectors.LSTMAnomalyDetector property) (timeseria.models.anomaly_detectors.ModelBasedAnomalyDetector property) (timeseria.models.anomaly_detectors.PeriodicAverageAnomalyDetector property) (timeseria.models.anomaly_detectors.PeriodicAverageReconstructorAnomalyDetector property) (timeseria.models.base.Model property) (timeseria.models.calibrators.Calibrator property) (timeseria.models.calibrators.ErrorDistributionCalibrator property) (timeseria.models.calibrators.ErrorPredictionCalibrator property) (timeseria.models.calibrators.ErrorQuantileCalibrator property) (timeseria.models.forecasters.AARIMAForecaster property) (timeseria.models.forecasters.ARIMAForecaster property) (timeseria.models.forecasters.Forecaster property) (timeseria.models.forecasters.LinearRegressionForecaster property) (timeseria.models.forecasters.LSTMForecaster property) (timeseria.models.forecasters.PeriodicAverageForecaster property) (timeseria.models.forecasters.ProphetForecaster property) (timeseria.models.reconstructors.LinearInterpolationReconstructor property) (timeseria.models.reconstructors.PeriodicAverageReconstructor property) (timeseria.models.reconstructors.ProphetReconstructor property) (timeseria.models.reconstructors.Reconstructor property) IFloat (class in timeseria.utils) imag (timeseria.utils.IFloat attribute) (timeseria.utils.PFloat attribute)

index() (timeseria.datastructures.Series method) (timeseria.datastructures.TimeSeries method) (timeseria.datastructures.TimeSeriesView method) insert() (timeseria.datastructures.Series method) (timeseria.datastructures.TimeSeries method) (timeseria.datastructures.TimeSeriesView method) inspect() (timeseria.datastructures.Series method) (timeseria.datastructures.TimeSeries method) (timeseria.datastructures.TimeSeriesView method) (timeseria.models.anomaly_detectors.LinearRegressionAnomalyDetector method) (timeseria.models.anomaly_detectors.LSTMAnomalyDetector method) (timeseria.models.anomaly_detectors.ModelBasedAnomalyDetector method) (timeseria.models.anomaly_detectors.PeriodicAverageAnomalyDetector method) (timeseria.models.anomaly_detectors.PeriodicAverageReconstructorAnomalyDetector method) Integral (class in timeseria.operations) integral() (timeseria.datastructures.Series method) (timeseria.datastructures.TimeSeries method) (timeseria.datastructures.TimeSeriesView method) Interpolator (class in timeseria.interpolators) is_integer() (timeseria.utils.IFloat method) (timeseria.utils.PFloat method) is_numerical() (in module timeseria.utils) item_type (timeseria.datastructures.Series property) (timeseria.datastructures.TimeSeries property) (timeseria.datastructures.TimeSeriesView property)

L

length (timeseria.datastructures.DataSlot property) (timeseria.datastructures.DataTimeSlot property) (timeseria.datastructures.Slot property) (timeseria.datastructures.TimeSlot property) LinearInterpolationReconstructor (class in timeseria.models.reconstructors) LinearInterpolator (class in timeseria.interpolators) LinearRegressionAnomalyDetector (class in timeseria.models.anomaly_detectors) LinearRegressionForecaster (class in timeseria.models.forecasters) load() (timeseria.datastructures.TimeSeries class method) (timeseria.datastructures.TimeSeriesView class method) (timeseria.models.anomaly_detectors.AnomalyDetector class method) (timeseria.models.anomaly_detectors.LinearRegressionAnomalyDetector class method) (timeseria.models.anomaly_detectors.LSTMAnomalyDetector class method) (timeseria.models.anomaly_detectors.ModelBasedAnomalyDetector class method) (timeseria.models.anomaly_detectors.PeriodicAverageAnomalyDetector class method) (timeseria.models.anomaly_detectors.PeriodicAverageReconstructorAnomalyDetector class method) (timeseria.models.base.Model class method) (timeseria.models.calibrators.Calibrator class method) (timeseria.models.calibrators.ErrorDistributionCalibrator class method) (timeseria.models.calibrators.ErrorPredictionCalibrator class method) (timeseria.models.calibrators.ErrorQuantileCalibrator class method) (timeseria.models.forecasters.AARIMAForecaster class method) (timeseria.models.forecasters.ARIMAForecaster class method) (timeseria.models.forecasters.Forecaster class method) (timeseria.models.forecasters.LinearRegressionForecaster class method) (timeseria.models.forecasters.LSTMForecaster class method) (timeseria.models.forecasters.PeriodicAverageForecaster class method) (timeseria.models.forecasters.ProphetForecaster class method) (timeseria.models.reconstructors.LinearInterpolationReconstructor class method) (timeseria.models.reconstructors.PeriodicAverageReconstructor class method) (timeseria.models.reconstructors.ProphetReconstructor class method) (timeseria.models.reconstructors.Reconstructor class method)

LSTMAnomalyDetector (class in timeseria.models.anomaly_detectors) LSTMForecaster (class in timeseria.models.forecasters)

M

mark_events() (timeseria.models.anomaly_detectors.AnomalyDetector static method) (timeseria.models.anomaly_detectors.LinearRegressionAnomalyDetector static method) (timeseria.models.anomaly_detectors.LSTMAnomalyDetector static method) (timeseria.models.anomaly_detectors.ModelBasedAnomalyDetector static method) (timeseria.models.anomaly_detectors.PeriodicAverageAnomalyDetector static method) (timeseria.models.anomaly_detectors.PeriodicAverageReconstructorAnomalyDetector static method) materialize() (timeseria.datastructures.TimeSeriesView method) matplotlib_plot() (in module timeseria.plots) MAvg (class in timeseria.operations) mavg() (timeseria.datastructures.Series method) (timeseria.datastructures.TimeSeries method) (timeseria.datastructures.TimeSeriesView method) Max (class in timeseria.operations) max() (timeseria.datastructures.Series method) (timeseria.datastructures.TimeSeries method) (timeseria.datastructures.TimeSeriesView method) max_absolute_error() (in module timeseria.utils) max_absolute_log_error() (in module timeseria.utils) max_absolute_percentage_error() (in module timeseria.utils) mean_absolute_error() (in module timeseria.utils) mean_absolute_log_error() (in module timeseria.utils) mean_absolute_percentage_error() (in module timeseria.utils) mean_squared_error() (in module timeseria.utils) Merge (class in timeseria.operations) merge() (timeseria.datastructures.Series method) (timeseria.datastructures.TimeSeries method) (timeseria.datastructures.TimeSeriesView method) Min (class in timeseria.operations)

min() (timeseria.datastructures.Series method) (timeseria.datastructures.TimeSeries method) (timeseria.datastructures.TimeSeriesView method) Model (class in timeseria.models.base) model_class (timeseria.models.anomaly_detectors.LinearRegressionAnomalyDetector attribute) (timeseria.models.anomaly_detectors.LSTMAnomalyDetector attribute) (timeseria.models.anomaly_detectors.ModelBasedAnomalyDetector property) (timeseria.models.anomaly_detectors.PeriodicAverageAnomalyDetector attribute) (timeseria.models.anomaly_detectors.PeriodicAverageReconstructorAnomalyDetector attribute) ModelBasedAnomalyDetector (class in timeseria.models.anomaly_detectors) module timeseria, [1] timeseria.datastructures, [1] timeseria.exceptions, [1] timeseria.interpolators, [1] timeseria.logger, [1] timeseria.models timeseria.models.anomaly_detectors, [1] timeseria.models.base, [1] timeseria.models.calibrators, [1] timeseria.models.forecasters, [1] timeseria.models.reconstructors, [1] timeseria.operations, [1] timeseria.plots, [1] timeseria.storages, [1] timeseria.transformations, [1] timeseria.units, [1] timeseria.utils, [1]

N

NoDataException NonContiguityError Normalize (class in timeseria.operations) normalize() (timeseria.datastructures.Series method) (timeseria.datastructures.TimeSeries method) (timeseria.datastructures.TimeSeriesView method)

NotEnoughDataError NotFittedError

O

Offset (class in timeseria.operations) offset() (timeseria.datastructures.Series method) (timeseria.datastructures.TimeSeries method) (timeseria.datastructures.TimeSeriesView method)

Operation (class in timeseria.operations) os_shell() (in module timeseria.utils)

P

PeriodicAverageAnomalyDetector (class in timeseria.models.anomaly_detectors) PeriodicAverageForecaster (class in timeseria.models.forecasters) PeriodicAverageReconstructor (class in timeseria.models.reconstructors) PeriodicAverageReconstructorAnomalyDetector (class in timeseria.models.anomaly_detectors) PFloat (class in timeseria.utils) plot() (timeseria.datastructures.TimeSeries method) (timeseria.datastructures.TimeSeriesView method) (timeseria.utils.DistributionFunction method) (timeseria.utils.IFloat method) (timeseria.utils.PFloat method) plot_fit_history() (timeseria.models.forecasters.LinearRegressionForecaster method) (timeseria.models.forecasters.LSTMForecaster method) Point (class in timeseria.datastructures) pop() (timeseria.datastructures.Series method) (timeseria.datastructures.TimeSeries method) (timeseria.datastructures.TimeSeriesView method) predict() (timeseria.models.anomaly_detectors.AnomalyDetector method) (timeseria.models.anomaly_detectors.LinearRegressionAnomalyDetector method) (timeseria.models.anomaly_detectors.LSTMAnomalyDetector method) (timeseria.models.anomaly_detectors.ModelBasedAnomalyDetector method) (timeseria.models.anomaly_detectors.PeriodicAverageAnomalyDetector method) (timeseria.models.anomaly_detectors.PeriodicAverageReconstructorAnomalyDetector method) (timeseria.models.base.Model method) (timeseria.models.calibrators.Calibrator method) (timeseria.models.calibrators.ErrorDistributionCalibrator method) (timeseria.models.calibrators.ErrorPredictionCalibrator method) (timeseria.models.calibrators.ErrorQuantileCalibrator method) (timeseria.models.forecasters.AARIMAForecaster method) (timeseria.models.forecasters.ARIMAForecaster method) (timeseria.models.forecasters.Forecaster method) (timeseria.models.forecasters.LinearRegressionForecaster method) (timeseria.models.forecasters.LSTMForecaster method) (timeseria.models.forecasters.PeriodicAverageForecaster method) (timeseria.models.forecasters.ProphetForecaster method) (timeseria.models.reconstructors.LinearInterpolationReconstructor method) (timeseria.models.reconstructors.PeriodicAverageReconstructor method) (timeseria.models.reconstructors.ProphetReconstructor method) (timeseria.models.reconstructors.Reconstructor method)

preprocess() (timeseria.models.anomaly_detectors.LinearRegressionAnomalyDetector method) (timeseria.models.anomaly_detectors.LSTMAnomalyDetector method) (timeseria.models.anomaly_detectors.ModelBasedAnomalyDetector method) (timeseria.models.anomaly_detectors.PeriodicAverageAnomalyDetector method) (timeseria.models.anomaly_detectors.PeriodicAverageReconstructorAnomalyDetector method) process() (timeseria.transformations.Aggregator method) (timeseria.transformations.Resampler method) (timeseria.transformations.Transformation method) ProphetForecaster (class in timeseria.models.forecasters) ProphetReconstructor (class in timeseria.models.reconstructors) put() (timeseria.storages.CSVFileStorage method) (timeseria.storages.Storage method)

R

real (timeseria.utils.IFloat attribute) (timeseria.utils.PFloat attribute) Reconstructor (class in timeseria.models.reconstructors) remove() (timeseria.datastructures.Series method) (timeseria.datastructures.TimeSeries method) (timeseria.datastructures.TimeSeriesView method) remove_data_index() (timeseria.datastructures.Series method) (timeseria.datastructures.TimeSeries method) (timeseria.datastructures.TimeSeriesView method) remove_data_label() (timeseria.datastructures.Series method) (timeseria.datastructures.TimeSeries method) (timeseria.datastructures.TimeSeriesView method) remove_data_loss() (timeseria.datastructures.Series method) (timeseria.datastructures.TimeSeries method) (timeseria.datastructures.TimeSeriesView method) rename_data_label() (timeseria.datastructures.Series method) (timeseria.datastructures.TimeSeries method) (timeseria.datastructures.TimeSeriesView method)

resample() (timeseria.datastructures.Series method) (timeseria.datastructures.TimeSeries method) (timeseria.datastructures.TimeSeriesView method) Resampler (class in timeseria.transformations) Rescale (class in timeseria.operations) rescale() (in module timeseria.utils) (timeseria.datastructures.Series method) (timeseria.datastructures.TimeSeries method) (timeseria.datastructures.TimeSeriesView method) resolution (timeseria.datastructures.TimeSeries property) (timeseria.datastructures.TimeSeriesView property) reverse() (timeseria.datastructures.Series method) (timeseria.datastructures.TimeSeries method) (timeseria.datastructures.TimeSeriesView method) round() (timeseria.units.TimeUnit method)

S

save() (timeseria.datastructures.TimeSeries method) (timeseria.datastructures.TimeSeriesView method) (timeseria.models.anomaly_detectors.AnomalyDetector method) (timeseria.models.anomaly_detectors.LinearRegressionAnomalyDetector method) (timeseria.models.anomaly_detectors.LSTMAnomalyDetector method) (timeseria.models.anomaly_detectors.ModelBasedAnomalyDetector method) (timeseria.models.anomaly_detectors.PeriodicAverageAnomalyDetector method) (timeseria.models.anomaly_detectors.PeriodicAverageReconstructorAnomalyDetector method) (timeseria.models.base.Model method) (timeseria.models.calibrators.Calibrator method) (timeseria.models.calibrators.ErrorDistributionCalibrator method) (timeseria.models.calibrators.ErrorPredictionCalibrator method) (timeseria.models.calibrators.ErrorQuantileCalibrator method) (timeseria.models.forecasters.AARIMAForecaster method) (timeseria.models.forecasters.ARIMAForecaster method) (timeseria.models.forecasters.Forecaster method) (timeseria.models.forecasters.LinearRegressionForecaster method) (timeseria.models.forecasters.LSTMForecaster method) (timeseria.models.forecasters.PeriodicAverageForecaster method) (timeseria.models.forecasters.ProphetForecaster method) (timeseria.models.reconstructors.LinearInterpolationReconstructor method) (timeseria.models.reconstructors.PeriodicAverageReconstructor method) (timeseria.models.reconstructors.ProphetReconstructor method) (timeseria.models.reconstructors.Reconstructor method)

Select (class in timeseria.operations) select() (timeseria.datastructures.Series method) (timeseria.datastructures.TimeSeries method) (timeseria.datastructures.TimeSeriesView method) Series (class in timeseria.datastructures) setup() (in module timeseria.logger) shift() (timeseria.units.TimeUnit method) Slice (class in timeseria.operations) slice() (timeseria.datastructures.Series method) (timeseria.datastructures.TimeSeries method) (timeseria.datastructures.TimeSeriesView method) Slot (class in timeseria.datastructures) sort() (timeseria.datastructures.Series method) (timeseria.datastructures.TimeSeries method) (timeseria.datastructures.TimeSeriesView method) Storage (class in timeseria.storages) Sum (class in timeseria.operations) sum() (timeseria.datastructures.Series method) (timeseria.datastructures.TimeSeries method) (timeseria.datastructures.TimeSeriesView method) summary() (timeseria.datastructures.Series method) (timeseria.datastructures.TimeSeries method) (timeseria.datastructures.TimeSeriesView method)

T

t (timeseria.datastructures.DataTimePoint property) (timeseria.datastructures.DataTimeSlot property) (timeseria.datastructures.TimePoint property) (timeseria.datastructures.TimeSlot property) tail() (timeseria.datastructures.Series method) (timeseria.datastructures.TimeSeries method) (timeseria.datastructures.TimeSeriesView method) target (timeseria.transformations.Aggregator attribute) (timeseria.transformations.Resampler attribute) TimePoint (class in timeseria.datastructures) timeseria module, [1] timeseria.datastructures module, [1] timeseria.exceptions module, [1] timeseria.interpolators module, [1] timeseria.logger module, [1] timeseria.models module timeseria.models.anomaly_detectors module, [1] timeseria.models.base module, [1] timeseria.models.calibrators module, [1] timeseria.models.forecasters module, [1] timeseria.models.reconstructors module, [1]

timeseria.operations module, [1] timeseria.plots module, [1] timeseria.storages module, [1] timeseria.transformations module, [1] timeseria.units module, [1] timeseria.utils module, [1] TimeSeries (class in timeseria.datastructures) TimeSeriesView (class in timeseria.datastructures) TimeSlot (class in timeseria.datastructures) TimeUnit (class in timeseria.units) to_csv() (timeseria.datastructures.TimeSeries method) (timeseria.datastructures.TimeSeriesView method) to_df() (timeseria.datastructures.TimeSeries method) (timeseria.datastructures.TimeSeriesView method) to_dict() (timeseria.datastructures.TimeSeries method) (timeseria.datastructures.TimeSeriesView method) to_json() (timeseria.datastructures.TimeSeries method) (timeseria.datastructures.TimeSeriesView method) TooMuchDataLoss Transformation (class in timeseria.transformations) tz (timeseria.datastructures.DataTimePoint property) (timeseria.datastructures.TimePoint property) (timeseria.datastructures.TimeSeries property) (timeseria.datastructures.TimeSeriesView property)

U

UniformInterpolator (class in timeseria.interpolators) Unit (class in timeseria.units) unit (timeseria.datastructures.DataSlot property) (timeseria.datastructures.DataTimeSlot property) (timeseria.datastructures.Slot property) (timeseria.datastructures.TimeSlot property)

V

view() (timeseria.datastructures.TimeSeries method) (timeseria.datastructures.TimeSeriesView method)

W

window (timeseria.models.forecasters.AARIMAForecaster attribute) (timeseria.models.forecasters.ARIMAForecaster attribute) (timeseria.models.forecasters.Forecaster attribute) (timeseria.models.forecasters.LinearRegressionForecaster property) (timeseria.models.forecasters.LSTMForecaster property) (timeseria.models.forecasters.PeriodicAverageForecaster property) (timeseria.models.forecasters.ProphetForecaster attribute) (timeseria.models.reconstructors.LinearInterpolationReconstructor attribute) (timeseria.models.reconstructors.PeriodicAverageReconstructor attribute) (timeseria.models.reconstructors.ProphetReconstructor attribute) (timeseria.models.reconstructors.Reconstructor attribute)