Index

_

__init__() (gtime.causality.ShiftedLinearCoefficient method) (gtime.causality.ShiftedPearsonCorrelation method) (gtime.compose.FeatureCreation method) (gtime.feature_extraction.CustomFeature method) (gtime.feature_extraction.Exogenous method) (gtime.feature_extraction.MovingAverage method) (gtime.feature_extraction.MovingCustomFunction method) (gtime.feature_extraction.Polynomial method) (gtime.feature_extraction.Shift method) (gtime.feature_generation.Calendar method) (gtime.feature_generation.Constant method) (gtime.feature_generation.PeriodicSeasonal method) (gtime.forecasting.GAR method) (gtime.forecasting.GARFF method) (gtime.forecasting.TrendForecaster method) (gtime.model_selection.FeatureSplitter method) (gtime.preprocessing.TimeSeriesPreparation method) (gtime.regressors.LinearRegressor method)

C

Calendar (class in gtime.feature_generation)

Constant (class in gtime.feature_generation) CustomFeature (class in gtime.feature_extraction)

E

Exogenous (class in gtime.feature_extraction)

F

FeatureCreation (class in gtime.compose) FeatureSplitter (class in gtime.model_selection) fit() (gtime.causality.ShiftedLinearCoefficient method) (gtime.causality.ShiftedPearsonCorrelation method) (gtime.compose.FeatureCreation method) (gtime.feature_extraction.CustomFeature method) (gtime.feature_extraction.Exogenous method) (gtime.feature_extraction.MovingAverage method) (gtime.feature_extraction.MovingCustomFunction method) (gtime.feature_extraction.Polynomial method) (gtime.feature_extraction.Shift method) (gtime.feature_generation.Calendar method) (gtime.feature_generation.Constant method) (gtime.feature_generation.PeriodicSeasonal method) (gtime.forecasting.GAR method) (gtime.forecasting.GARFF method) (gtime.forecasting.TrendForecaster method) (gtime.regressors.LinearRegressor method)

fit_transform() (gtime.causality.ShiftedLinearCoefficient method) (gtime.causality.ShiftedPearsonCorrelation method) (gtime.compose.FeatureCreation method) (gtime.feature_extraction.CustomFeature method) (gtime.feature_extraction.Exogenous method) (gtime.feature_extraction.MovingAverage method) (gtime.feature_extraction.MovingCustomFunction method) (gtime.feature_extraction.Polynomial method) (gtime.feature_extraction.Shift method) (gtime.feature_generation.Calendar method) (gtime.feature_generation.Constant method) (gtime.feature_generation.PeriodicSeasonal method)

G

GAR (class in gtime.forecasting) GARFF (class in gtime.forecasting) get_feature_names() (gtime.compose.FeatureCreation method) (gtime.feature_extraction.CustomFeature method) (gtime.feature_extraction.Exogenous method) (gtime.feature_extraction.MovingAverage method) (gtime.feature_extraction.MovingCustomFunction method) (gtime.feature_extraction.Polynomial method) (gtime.feature_extraction.Shift method) (gtime.feature_generation.Calendar method) (gtime.feature_generation.Constant method) (gtime.feature_generation.PeriodicSeasonal method) get_params() (gtime.causality.ShiftedLinearCoefficient method) (gtime.causality.ShiftedPearsonCorrelation method) (gtime.compose.FeatureCreation method) (gtime.feature_extraction.CustomFeature method) (gtime.feature_extraction.Exogenous method) (gtime.feature_extraction.MovingAverage method) (gtime.feature_extraction.MovingCustomFunction method) (gtime.feature_extraction.Polynomial method) (gtime.feature_extraction.Shift method) (gtime.feature_generation.Calendar method) (gtime.feature_generation.Constant method) (gtime.feature_generation.PeriodicSeasonal method) (gtime.forecasting.GAR method) (gtime.forecasting.GARFF method) (gtime.forecasting.TrendForecaster method)

gtime.causality (module) gtime.compose (module) gtime.feature_extraction (module) gtime.feature_generation (module) gtime.forecasting (module) gtime.metrics (module) gtime.model_selection (module) gtime.preprocessing (module) gtime.regressors (module)

H

horizon_shift() (in module gtime.model_selection)

I

inverse_transform() (gtime.feature_extraction.CustomFeature method)

L

LinearRegressor (class in gtime.regressors)

M

max_error() (in module gtime.metrics)

MovingAverage (class in gtime.feature_extraction) MovingCustomFunction (class in gtime.feature_extraction)

N

named_transformers_() (gtime.compose.FeatureCreation property)

P

partial_fit() (gtime.forecasting.GAR method) PeriodicSeasonal (class in gtime.feature_generation) Polynomial (class in gtime.feature_extraction)

predict() (gtime.forecasting.GAR method) (gtime.forecasting.GARFF method) (gtime.forecasting.TrendForecaster method) (gtime.regressors.LinearRegressor method)

S

score() (gtime.forecasting.GAR method) (gtime.forecasting.GARFF method) (gtime.forecasting.TrendForecaster method) set_params() (gtime.causality.ShiftedLinearCoefficient method) (gtime.causality.ShiftedPearsonCorrelation method) (gtime.compose.FeatureCreation method) (gtime.feature_extraction.CustomFeature method) (gtime.feature_extraction.Exogenous method) (gtime.feature_extraction.MovingAverage method) (gtime.feature_extraction.MovingCustomFunction method) (gtime.feature_extraction.Polynomial method) (gtime.feature_extraction.Shift method) (gtime.feature_generation.Calendar method) (gtime.feature_generation.Constant method) (gtime.feature_generation.PeriodicSeasonal method) (gtime.forecasting.GAR method) (gtime.forecasting.GARFF method) (gtime.forecasting.TrendForecaster method)

Shift (class in gtime.feature_extraction) ShiftedLinearCoefficient (class in gtime.causality) ShiftedPearsonCorrelation (class in gtime.causality) smape() (in module gtime.metrics)

T

TimeSeriesPreparation (class in gtime.preprocessing) transform() (gtime.causality.ShiftedLinearCoefficient method) (gtime.causality.ShiftedPearsonCorrelation method) (gtime.compose.FeatureCreation method) (gtime.feature_extraction.CustomFeature method) (gtime.feature_extraction.Exogenous method) (gtime.feature_extraction.MovingAverage method) (gtime.feature_extraction.MovingCustomFunction method) (gtime.feature_extraction.Polynomial method) (gtime.feature_extraction.Shift method) (gtime.feature_generation.Calendar method) (gtime.feature_generation.Constant method) (gtime.feature_generation.PeriodicSeasonal method) (gtime.model_selection.FeatureSplitter method) (gtime.preprocessing.TimeSeriesPreparation method)

TrendForecaster (class in gtime.forecasting)