# Statistical-Rethinking-with-Python-and-PyMC3

**Repository Path**: eric801/Statistical-Rethinking-with-Python-and-PyMC3

## Basic Information

- **Project Name**: Statistical-Rethinking-with-Python-and-PyMC3
- **Description**: No description available
- **Primary Language**: Unknown
- **License**: Not specified
- **Default Branch**: master
- **Homepage**: None
- **GVP Project**: No

## Statistics

- **Stars**: 0
- **Forks**: 0
- **Created**: 2020-03-20
- **Last Updated**: 2024-11-25

## Categories & Tags

**Categories**: Uncategorized

**Tags**: None

## README

# Statistical Rethinking with Python and PyMC3

**This repository has been deprecated in favour of this [one](https://github.com/pymc-devs/resources/tree/master/Rethinking), please check that repository for updates, for opening issues or sending pull requests** 

[Statistical Rethinking](http://xcelab.net/rm/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 ported the codes ([originally in R and Stan](https://github.com/rmcelreath/rethinking)) 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 trying to express them in the most _Pythonic_ and _PyMC3onic_ way we can.

## Display notebooks

[View Jupyter notebooks in nbviewer](http://nbviewer.jupyter.org/github/aloctavodia/Statistical-Rethinking-with-Python-and-PyMC3/tree/master/)

## Contributing

If you want to contribute please, send your pull request to [this](https://github.com/pymc-devs/resources/tree/master/Rethinking). All contributions are welcome!

## Installing the dependencies

To install the dependencies to run these notebooks, you can use
[Anaconda](https://www.continuum.io/downloads). Once you have installed
Anaconda, run:

    conda env create -f environment.yml

to install all the dependencies into an isolated environment. You can switch to
this environment by running:

    source activate stat-rethink-pymc3


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