Comments (2)
Thanks for the pointers, yes this is right the convergence warning comes from the optimizer. I guess by setting the error target value to a higher value that will disappear. For now I will just ignore them as you show in your examples.
Feel free to close once the autocorr documentation is removed.
Cheers.
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Thanks for getting in touch! TimeSeries.autocorr
is indeed out-of-date and should be updated or removed, good catch!
However, as far as I can tell this is unrelated to the fact that you get a convergence warning. Despite the warning, you should still get a fairly good forecast as can be seen here: https://github.com/unit8co/darts/blob/master/examples/darts-intro.ipynb
(we simply suppress the warning in that notebook).
For the ExponentialSmoothing
model we simply wrap the statsmodels.tsa.holtwinters.ExponentialSmoothing
model, which is responsible for the warning.
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Related Issues (20)
- [Question] Validation metric different when trained model is rerun on validation set HOT 2
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