An alternative to using NumPy is SymPy, a computer algebra library for Python. SymPy operates on symbols the way a numeric calculator or regular Python program works on numbers.

Damien Irving, a weather and climate scientist at the University of Melbourne in Australia, discusses the software and tools that he finds most useful in his research. I’m currently rushing ...