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Beginners assume Python is compiled because of .pyc files. The .pyc file is the compiled bytecode, which is then interpreted. So if you've run your Python code before and have the .pyc file handy, it will run faster the second time, as it doesn't have to re-compile the bytecode.
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Manages the entire compilation pipeline for you: it automatically calls pythontex3 or sage to pre-process the code, Supports forward and inverse search to help you navigating in your document, Captures and shows you where LaTeX or Python errors happen,
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