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Greatly speed up running median calculation in HeterdoynedData

Matthew Pitkin requested to merge more_cython into sky_shifting

The running median calculation in HeterodynedData was very slow. In this MR, this has been greatly sped up by use of the scipy.ndimage.median_filter.

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