!pip install sktime
!pip install statsforecast==1.6.0

from sktime.datasets import load_airline
from sktime.forecasting.statsforecast import StatsForecastAutoARIMA
y = load_airline()
forecaster = StatsForecastAutoARIMA(  
    sp=12, d=0, max_p=2, max_q=2
)
forecaster.fit(y)  
y_pred = forecaster.predict(fh=[1,2,3])  

!pip install statsforecast==1.5.0

forecaster = StatsForecastAutoARIMA(  
    sp=12, d=0, max_p=2, max_q=2
)
forecaster.fit(y)  
y_pred = forecaster.predict(fh=[1,2,3])