Add `NDIterator<T>` overload with support for specific axis.

[Nucs]

NDIterator is useful, we should add an overload that handles specific axis iterator: usage:

new NDIterator<T>(ndarray, axis: 1);

Also add an overload to extension ndarray.AsIterator<T>(axis: 1);