Index

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__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) ARIMA (class in pmdarima.arima)

as_series() (in module pmdarima.utils) auto_arima() (in module pmdarima.arima) AutoARIMA (class in pmdarima.arima) autocorr_plot() (in module pmdarima.utils)

B

BoxCoxEndogTransformer (class in pmdarima.preprocessing)

C

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

CHTest (class in pmdarima.arima) 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) diff() (in module pmdarima.utils) diff_inv() (in module pmdarima.utils)

F

FourierFeaturizer (class in pmdarima.preprocessing)

I

if_has_delegate() (in module pmdarima.utils)

is_constant() (in module pmdarima.arima) is_iterable() (in module pmdarima.utils)

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

module pmdarima.arima pmdarima.datasets pmdarima.metrics pmdarima.model_selection pmdarima.pipeline pmdarima.preprocessing pmdarima.utils

N

ndiffs() (in module pmdarima.arima)

nsdiffs() (in module pmdarima.arima)

O

OCSBTest (class in pmdarima.arima)

P

pacf() (in module pmdarima.utils) Pipeline (class in pmdarima.pipeline) plot_acf() (in module pmdarima.utils) 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)

R

RollingForecastCV (class in pmdarima.model_selection)

S

SlidingWindowForecastCV (class in pmdarima.model_selection)

smape() (in module pmdarima.metrics) StepwiseContext (class in pmdarima.arima)

T

train_test_split() (in module pmdarima.model_selection)