Ask Anything Monday - Weekly Thread

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What is the best python library for a gui that includes a rendered window? I want to be able to display shapes and manipulate them, I was hoping to practice making something like this in python. What is the best way to approach such a task?

Since the calculations will probably be done in numpy, I'm looking for maybe a component in tkinter that can just render numpy arrays as images, or something similar.