Thank you for your long response. I’m currently searching in all directions. Have you looked at Darts?
It seem to support what we want:
https://unit8co.github.io/darts/userguide/forecasting_overview.html
However, I’m not convinced by their uncertainty estimates.
Best
Thorsten