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This PR adds a new extension: auto_correlograms. This is a gift for @oliche
This is separated from correlograms because the internal data structure is simpler. Note that also as soon as #4305 is accepted, the fast_mode option of numba should be propagated also to this extension.
EDIT by Sam:
This new (faster) extension could be used both in the GUI but also for some metrics when correlograms extension is no here.