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

NDIterator is useful, we should add an overload that handles specific axis iterator:
usage:
```C#
new NDIterator<T>(ndarray, axis: 1);
```

Also add an overload to extension `ndarray.AsIterator<T>(axis: 1);`