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facebookresearch / Kats

Kats, a kit to analyze time series data, a lightweight, easy-to-use, generalizable, and extendable framework to perform time series analysis, from understanding the key statistics and characteristics, detecting change points and anomalies, to forecasting future trends.

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Ensemble Models - how to retrieve the results to plot them

Jurys22 opened this issue · comments

commented

Hello,
while using your tutorial for the Ensemble Models, I saw that for the other models it is possible to retrieve the fcst and the uncertainity intervals. However it seems not possible for the Ensemble Models specifically as the result is incapsulated in a KatsEnsemble object.

When I try to follow your tutorial in fact I use the m.plot() but I am able to see only the forecast values and not the overall time series.

How could I :

  • retrieve the results in a way that I can display along with my actuals
  • retrieve the models results in terms of coefficients?