add msarimax

[jan rathfelder (janrth)]

Adds Multiple Seasonality Sarimax Model.

Core model and Automodel are provided.

Documentation updated and the Auto example notebook shows a full search method and a pruned method because Auto search can be slow for MSarimax.

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