fix: reduce overhead in parallel forecast #901
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Decorates the function that is called to forecast every serie instead of entering the context manager inside the function to reduce the overhead. Also extracts the method to a function to reduce the serialization time. This brings the parallel processing time around the same of what it was in 1.7.5 (before limiting the number of threads that are run in each process when performing multiprocessing).
Fixes #898