Describe the bug
I was trying to execute the docs/notebooks/preprocessing.ipynb notebook to get some examples for plot_panel() and I saw that the code was not working: basically width and height were passed as keyword argument and not as layout_kwargs, probabily due to the recent update of the plotting module.
I have fixed them manually: if you wish I can just submit the PR.
To Reproduce
Run any cell that contains plot_params() or plot_forecasts().
Expected behavior
Svg graph should be shown.
Screenshots

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