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Follow [TensorFlow's style guide](https://www.tensorflow.org/community/contribute/code_style) or the [Google style guide](https://google.github.io/styleguide/pyguide.html) for writing code, which more or less follows PEP 8.
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We have configured a pre-commit hook that checks for `black`-compliant code style.
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We encourage you to configure the pre-commit hook as described in the [PyMC3 Python Code Style Wiki Page](https://github.com/pymc-devs/pymc3/wiki/PyMC3-Python-Code-Style), because it will automatically enforce the code style on your commits.
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For documentation strings, we *prefer*[numpy style](https://numpydoc.readthedocs.io/en/latest/format.html) to comply with the style that predominates in our upstream dependencies.
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Similarly, consult the [PyMC's Jupyter Notebook Style](https://github.com/pymc-devs/pymc3/wiki/PyMC's-Jupyter-Notebook-Style) guides for notebooks.
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Finally, see the [PyMC3 Python Code Style](https://github.com/pymc-devs/pymc3/wiki/PyMC3-Python-Code-Style) and the [PyMC's Jupyter Notebook Style](https://github.com/pymc-devs/pymc3/wiki/PyMC's-Jupyter-Notebook-Style) guides.
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For documentation strings, we *prefer*[numpy style](https://numpydoc.readthedocs.io/en/latest/format.html) to comply with the style that predominates in our upstream dependencies.
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#### This guide was derived from the [scikit-learn guide to contributing](https://github.com/scikit-learn/scikit-learn/blob/master/CONTRIBUTING.md)
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