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
Remove the 2nd sentence (about the Index types). Just say various Index types, no need to list them (and IntervalIndex does not exist yet).