This is a follow up to this interactive matplolib through eclipse thread which is about 2 years old, I was wondering if there has been any progress in the meantime.
Just use the %matplotlibmagic-command to activate interactive plotting (exactly what you described).
%matplotlib
The pylab command imports numpy.* and pylab.*, seriously polluting your global namespace.
pylab
numpy.*
pylab.*