Comment by pletnes

At this point in time, Fortran is basically a domain specific language, analogously to using regular expressions for text processing. It is a nightmare to write full applications in it. The f2py approach to Fortran is undervalued IMHO, as Fortran is brilliant for certain types of simulation, and much easier to write and optimize than C/C++.