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matplotlib is very slow in general. drawing the disconnectivity graph is very slow for large graphs. I imagine there are ways to speed it up. For animations (i.e. updating existing lines), using
line, = axes.plot()
then updating with line.set_ydata() should be much much faster than using plot() over and over again.
Don't redraw everything but update curves instead could be better?
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