Colab 中没有名为“statsmodels.tsa.arima”的模块，但在 Pycharm 中没有

Question

# ARIMA example
from statsmodels.tsa.arima.model import ARIMA
data = [200,30,30,35,30,20,26,35,30,33,40,29,29,30,30,30,30,20,26,35,30,33,40,29,29,30,30,30]
# fit model
model = ARIMA(data, order=(10, 1, 10))
model_fit = model.fit()
# make prediction
yhat = model_fit.predict(len(data), len(data), typ='levels')
print(yhat)

The from statsmodels.tsa.arima.model import ARIMA is wokring perfectly in pycharm but while running the same code in colab it throws There are very few supports there on inte.net for this library, so I would appreciate any sort of help or any workaround please.

Answer 1

You import statsmodels like this:

import statsmodels.api as sm

And then you can use SARIMA like this:

model=sm.tsa.arima.ARIMA(data,order=(10, 1, 10))

The arima_model import is deprecated. You can read more about using ARIMA here.

Answer 2

You need a newer version. Try to run the following in your Colab:

.pip install statsmodels==0.12.1

It will allow the import that you want.

Answer 3

Try,

from statsmodels.tsa.arima_model import ARIMA

if you don't have statsmodel installed then also do, pip install statsmodels