aeon
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[ENH] Adds a SeriesToCollection broadcaster
superseeds #1244 which has got a bit entangled with other things.
Adds a BaseCollectionTransformer that takes a BaseSeriesTransformer and broadcasts it across all instances in the collection, also returning a collection. Simple first implementation for clarity.
If the series trans fit method is empty, this uses the same transformer on all instances. This complicates threading, so will defer that to a later date (it threading will always need a separate transformer for each instance to avoid interference).