Revamped++, JOSS 2.0

Still further improvements to complete the overhaul:

• All non-deprecated methods now support multidimensional data with an axis parameter.
• Several methods have been updated to handle missing values.
• robustdiff has been updated to handle variable dt between data points while still running fast.