Currently using the macosx backend, the doc icon is what I assume is the default python application icon:

I'm presuming there's a way to set this to be the Matplotlib icon.

import matplotlib
matplotlib.use('macosx')
import matplotlib.pyplot as plt

fig, ax = plt.subplots()
plt.show()

Python 3.7
Matplotlib master branch