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並前往https://engineeringfordatascience.com/posts/pre_commit_yaml/

Improve Code Quality with Git Hooks and Pre-commit

Similar to the Python file checks. These checks use nbqa to apply black , flake8 and isort to Jupyter notebooks! I find these extremely useful.

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