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Fixes a bug where a runtime error is returned if each point of the time-series has dimension more than 25. Fixes #1591 indirectly through the new backend. Also allows "no augmentation" choice, currently the code returns an error if augmentations is None -- the user will be forced to choose an augmentation. This PR adds enhanced flexibility to allow to user to choose no stream augmentation.
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