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Under Linux, at least, you have a few choices ... some IDEs will let you work in Jupyter notebooks. VS Code, for example, works well. Another option is to keep using the Python kernel, but compile ...
The Jupyter notebook system gives Python users a visual, interactive way to run code, display the results, and share the source with others. But Jupyter notebooks have limited interactivity.