> from pylab import *
You should not import pylab if you are embedding matplotlib in a GUI.
pylab controls the GUI as a convenience for writing quick scripts, and
so if you want to control the GUI you cannot use it.
See the examples/embedding_in_wx*.py and
Hope this helps,