stumpy-dev/stumpy

Improve MSTUMP Performance

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For longer time series, multi-dimensional matrix profile computation seems slow. We should explore ways to improve the algorithm.

For example, if the user wants ALL dimensions (instead of a subset-k dimensions) then it may be possible to avoid some calculations.