Code quality tutorials

Black for code formatting

poetry run black --check .

Linting with flake8 (pep8 convention)

flake8 checks for the respect of code quality.
It doesn’t modify the files.

poetry run flake8 .
poetry run nbqa flake8 .

nbqa stands for notebook quality assurance

Sort imports with isort

Run isort in check mode.
nbqa stands for notebook quality assurance and allows compatibility with notebooks.

poetry run isort --check .
poetry run nbqa isort --check --float-to-top .