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What is the best Python framework for building a desktop application and GUI?

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One of the well known frameworks for developing desktop applications with Python is Kivy. It's cross platform compatible. So no matter which platform you build it for, it can be run on the others too. Another alternative is PyQt.
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Tkinter Framework is best for GUI
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