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in pure python it is possible and simple, we open a canvas and the update with fig.canvas.draw()
however when dealing with jupyter notebook things change. In a jupyter notebook we have to deal with different implementations depending on how matplotlib is imported, %inline vs %notebook. The notebook version is quite simple but has a non negligible overhead.
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