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All the diagrams are produced by the presented Python code. Demonstrating all the steps necessary for producing these diagrams is the whole point of this article series, after all.

Thx, I never tried program Python in GUI.

The code is written using Jupyter notebook. It is not a "GUI" in the conventional sense. It is an interactive shell.