vulture finds unused code in Python programs. It is useful for cleaning up and finding errors in large code bases.

• pandas-stubs

• pytype

• pytest

Lint Python Scripts

ruff

ruff is an extremely fast Python linter, written in Rust.

pylint

pylint

flake8

flake8

1. Flake8 focus on logical errors rather than stylistic errors …

Things on this page are fragmentary and immature notes/thoughts of the author. Please read with your own judgement!

Use the %debug Magic

The easiest way to debug a Jupyter notebook is to use the %debug magic command. Whenever you encounter an error or exception, just open a new notebook …