Maxmise plot in matplotlib

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To make the plot maxmised, different commands need to be used according to the current backends used by matplotlib:

Save plot without displaying in Matplotlib

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By using Matplotlib, data can be easily plotted in the same way as in Matlab. But sometimes you might need to plot thousands of plots in a bug loop and save those intermediate results. The interactive display could be an issue that makes your machine not only slow but also useless. Someone suggests 'plt.ioff()' to turn off interactive mode. It may work in some cases (according to the feedbacks on Stackoverflow). For me, no magic happened. After searching the internet, the most straightforward solution would be...