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python & DS

python 실행시간 측정 및 디버깅

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If you want to time how long it takes for a whole cell to run, you’d use %%timeit like so:

 

Debugging in the Notebook

With the Python kernel, you can turn on the interactive debugger using the magic command %pdb. When you cause an error, you'll be able to inspect the variables in the current namespace.

 

https://ipython.readthedocs.io/en/stable/interactive/magics.html

 

Built-in magic commands — IPython 8.20.0 documentation

‘gtk3’, ‘gtk4’, ‘inline’, ‘ipympl’, ‘nbagg’, ‘notebook’, ‘osx’, ‘pdf’, ‘ps’, ‘qt’, ‘qt4’, ‘qt5’, ‘qt6’, ‘svg’, ‘tk’, ‘webagg’, ‘widget’, ‘wx’). If given, the corresponding matplotlib b

ipython.readthedocs.io

 

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