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## Code Style
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Keeping to a consistent code style throughout the project makes it easier to contribute and collaborate. We make use of [`psf/black`](https://github.com/psf/black) and [isort](https://pycqa.github.io/isort/) for code formatting and [`flake8`](https://flake8.pycqa.org) for style guides.
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Keeping to a consistent code style throughout the project makes it easier to contribute and collaborate. We use [Ruff](https://docs.astral.sh/ruff/) as our all-in-one linter and formatter, which provides:
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-**Code Formatting**: Replaces `black` with fast, compatible formatting
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-**Import Sorting**: Replaces `isort` with automatic import organization
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-**Linting**: Replaces `flake8` with 100+ rule sets including:
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- pycodestyle (E/W) - PEP 8 style enforcement
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- pep8-naming (N) - Naming convention checks
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- pyupgrade (UP) - Modern Python syntax suggestions
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