ufuncs and useful functions and polynomials

Added another blurb about ufuncs and polynomials.

Added table of useful functions.
Merge branch 'numpy2' of https://github.com/ayr0/numerical_computing into numpy
Added a brief discussion of some methods of NumPy arrays.