In this exercise we analyze the performance of heat equation solver with cProfile.
The file heat_simple.py contains (very inefficient)
implementation of the two dimensional heat equation. Use cProfile for
investigating where the time is spent in the program. You can try to profile
also the more efficient model solution of
numpy/heat-equation.