Index

_

__init__() (pmdarima.arima.ADFTest method) (pmdarima.arima.ARIMA method) (pmdarima.arima.AutoARIMA method) (pmdarima.arima.CHTest method) (pmdarima.arima.KPSSTest method) (pmdarima.arima.OCSBTest method) (pmdarima.arima.PPTest method) (pmdarima.arima.StepwiseContext method) (pmdarima.model_selection.RollingForecastCV method) (pmdarima.model_selection.SlidingWindowForecastCV method) (pmdarima.pipeline.Pipeline method) (pmdarima.preprocessing.BoxCoxEndogTransformer method) (pmdarima.preprocessing.DateFeaturizer method) (pmdarima.preprocessing.FourierFeaturizer method) (pmdarima.preprocessing.LogEndogTransformer method)

A

acf() (in module pmdarima.utils) ADFTest (class in pmdarima.arima) aic() (pmdarima.arima.ARIMA method) aicc() (pmdarima.arima.ARIMA method) ARIMA (class in pmdarima.arima)

arparams() (pmdarima.arima.ARIMA method) arroots() (pmdarima.arima.ARIMA method) as_series() (in module pmdarima.utils) auto_arima() (in module pmdarima.arima) AutoARIMA (class in pmdarima.arima) autocorr_plot() (in module pmdarima.utils)

B

bic() (pmdarima.arima.ARIMA method)

BoxCoxEndogTransformer (class in pmdarima.preprocessing) bse() (pmdarima.arima.ARIMA method)

C

c() (in module pmdarima.utils) check_cv() (in module pmdarima.model_selection) check_endog() (in module pmdarima.utils) check_exog() (in module pmdarima.utils)

CHTest (class in pmdarima.arima) conf_int() (pmdarima.arima.ARIMA method) cross_val_predict() (in module pmdarima.model_selection) cross_val_score() (in module pmdarima.model_selection) cross_validate() (in module pmdarima.model_selection)

D

DateFeaturizer (class in pmdarima.preprocessing) decompose() (in module pmdarima.arima) decomposed_plot() (in module pmdarima.utils)

df_model() (pmdarima.arima.ARIMA method) df_resid() (pmdarima.arima.ARIMA method) diff() (in module pmdarima.utils) diff_inv() (in module pmdarima.utils)

E

estimate_seasonal_differencing_term() (pmdarima.arima.CHTest method) (pmdarima.arima.OCSBTest method)

F

fit() (pmdarima.arima.ARIMA method) (pmdarima.arima.AutoARIMA method) (pmdarima.pipeline.Pipeline method) (pmdarima.preprocessing.BoxCoxEndogTransformer method) (pmdarima.preprocessing.DateFeaturizer method) (pmdarima.preprocessing.FourierFeaturizer method) (pmdarima.preprocessing.LogEndogTransformer method)

fit_predict() (pmdarima.arima.ARIMA method) (pmdarima.arima.AutoARIMA method) fit_transform() (pmdarima.preprocessing.BoxCoxEndogTransformer method) (pmdarima.preprocessing.DateFeaturizer method) (pmdarima.preprocessing.FourierFeaturizer method) (pmdarima.preprocessing.LogEndogTransformer method) FourierFeaturizer (class in pmdarima.preprocessing)

G

get_params() (pmdarima.arima.ADFTest method) (pmdarima.arima.ARIMA method) (pmdarima.arima.AutoARIMA method) (pmdarima.arima.CHTest method) (pmdarima.arima.KPSSTest method) (pmdarima.arima.OCSBTest method) (pmdarima.arima.PPTest method) (pmdarima.model_selection.RollingForecastCV method) (pmdarima.model_selection.SlidingWindowForecastCV method) (pmdarima.pipeline.Pipeline method) (pmdarima.preprocessing.BoxCoxEndogTransformer method) (pmdarima.preprocessing.DateFeaturizer method) (pmdarima.preprocessing.FourierFeaturizer method) (pmdarima.preprocessing.LogEndogTransformer method)

get_type() (pmdarima.arima.StepwiseContext method)

H

horizon (pmdarima.model_selection.RollingForecastCV attribute) (pmdarima.model_selection.SlidingWindowForecastCV attribute)

hqic() (pmdarima.arima.ARIMA method)

I

if_has_delegate() (in module pmdarima.utils) inverse_transform() (pmdarima.preprocessing.BoxCoxEndogTransformer method) (pmdarima.preprocessing.LogEndogTransformer method) is_constant() (in module pmdarima.arima)

is_iterable() (in module pmdarima.utils) is_stationary() (pmdarima.arima.ADFTest method) (pmdarima.arima.KPSSTest method) (pmdarima.arima.PPTest method)

K

KPSSTest (class in pmdarima.arima)

L

load_airpassengers() (in module pmdarima.datasets) load_ausbeer() (in module pmdarima.datasets) load_austres() (in module pmdarima.datasets) load_gasoline() (in module pmdarima.datasets) load_heartrate() (in module pmdarima.datasets) load_lynx() (in module pmdarima.datasets)

load_msft() (in module pmdarima.datasets) load_sunspots() (in module pmdarima.datasets) load_taylor() (in module pmdarima.datasets) load_wineind() (in module pmdarima.datasets) load_woolyrnq() (in module pmdarima.datasets) LogEndogTransformer (class in pmdarima.preprocessing)

M

maparams() (pmdarima.arima.ARIMA method)

maroots() (pmdarima.arima.ARIMA method)

N

named_steps (pmdarima.pipeline.Pipeline attribute)

ndiffs() (in module pmdarima.arima) nsdiffs() (in module pmdarima.arima)

O

OCSBTest (class in pmdarima.arima)

oob() (pmdarima.arima.ARIMA method)

P

pacf() (in module pmdarima.utils) params() (pmdarima.arima.ARIMA method) Pipeline (class in pmdarima.pipeline) plot_acf() (in module pmdarima.utils) plot_diagnostics() (pmdarima.arima.ARIMA method) plot_pacf() (in module pmdarima.utils) pmdarima.arima (module) pmdarima.datasets (module) pmdarima.metrics (module)

pmdarima.model_selection (module) pmdarima.pipeline (module) pmdarima.preprocessing (module) pmdarima.utils (module) PPTest (class in pmdarima.arima) predict() (pmdarima.arima.ARIMA method) (pmdarima.pipeline.Pipeline method) predict_in_sample() (pmdarima.arima.ARIMA method) (pmdarima.pipeline.Pipeline method) pvalues() (pmdarima.arima.ARIMA method)

R

resid() (pmdarima.arima.ARIMA method)

RollingForecastCV (class in pmdarima.model_selection)

S

set_params() (pmdarima.arima.ADFTest method) (pmdarima.arima.ARIMA method) (pmdarima.arima.AutoARIMA method) (pmdarima.arima.CHTest method) (pmdarima.arima.KPSSTest method) (pmdarima.arima.OCSBTest method) (pmdarima.arima.PPTest method) (pmdarima.model_selection.RollingForecastCV method) (pmdarima.model_selection.SlidingWindowForecastCV method) (pmdarima.pipeline.Pipeline method) (pmdarima.preprocessing.BoxCoxEndogTransformer method) (pmdarima.preprocessing.DateFeaturizer method) (pmdarima.preprocessing.FourierFeaturizer method) (pmdarima.preprocessing.LogEndogTransformer method)

should_diff() (pmdarima.arima.ADFTest method) (pmdarima.arima.KPSSTest method) (pmdarima.arima.PPTest method) SlidingWindowForecastCV (class in pmdarima.model_selection) smape() (in module pmdarima.metrics) split() (pmdarima.model_selection.RollingForecastCV method) (pmdarima.model_selection.SlidingWindowForecastCV method) StepwiseContext (class in pmdarima.arima) summary() (pmdarima.arima.ARIMA method) (pmdarima.arima.AutoARIMA method) (pmdarima.pipeline.Pipeline method)

T

to_dict() (pmdarima.arima.ARIMA method) train_test_split() (in module pmdarima.model_selection) transform() (pmdarima.pipeline.Pipeline method) (pmdarima.preprocessing.BoxCoxEndogTransformer method) (pmdarima.preprocessing.DateFeaturizer method) (pmdarima.preprocessing.FourierFeaturizer method) (pmdarima.preprocessing.LogEndogTransformer method)

U

update() (pmdarima.arima.ARIMA method) (pmdarima.pipeline.Pipeline method)

update_and_transform() (pmdarima.preprocessing.FourierFeaturizer method)