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Python/PyMC3 port of the examples in " Statistical Rethinking A Bayesian Course with Examples in R and Stan" by Richard McElreath

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Statistical Rethinking with Python and PyMC3

Statistical Rethinking is an incredible good introductory book to Bayesian Statistics, its follows a Jaynesian and practical approach with very good examples and clear explanations.

In this repository we are (slowly) porting the examples in the book to PyMC3. We are trying to keep the examples as close as possible to those in the book, while at the same time we are trying to express them in the most Pythonic and PyMC3onic way we can.

All contributions are welcome!

Chapter 1-4 are already ported. Feel free to send PR to fix errors, improve the code or made comments that could help the user of this repository and readers of the book.

If you want to contribute with an entire chapter or a big section. Please check the issues track to see which chapters are not assigned yet and need contributors.

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Python/PyMC3 port of the examples in " Statistical Rethinking A Bayesian Course with Examples in R and Stan" by Richard McElreath

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