ENH: Move any/all to NDFrame, support additional arguments for Series. GH8302

closes #8302

- Move any/all implementations from DataFrame to NDFrame, adding support for Series
- Special case single dimension case in NDFrame, to handle numpy.any/all specific arguments
- Add assorted NotImplementedErrors in cases where arguments are ignored (including in preexisting _reduce functions)
- Move the other any/all implementations from IndexOpsMixin to Index, outside of Series’ inheritance tree
Panel now supports any and all. Panel didn't implement these functions before, so I added an example of how to call them. Do you want me to remove the example?