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Bugfix/fix spechomo fallback

Daniel Scheffler requested to merge bugfix/fix_spechomo_fallback into master
  • Fixed fallback algorithm in SpectralHomogenizer.predict_by_machine_learner() and added corresponding tests.
  • SpectralHomogenizer.interpolate_cube() now returns a GeoArray instead of a numpy array.

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