Applied Maths Workshop: Edwards -- Which programming language should I use in my model?

I will lead a discussion evaluating different programming languages with regard to
mathematical programming.  We’ll go over the pros and cons of C, Java, Fortran, Matlab,
Python and anything else people bring up.  The intention is for people to contribute to
the discussion, so if you have anything you want to bring up please do so.