Statistical-Rethinking-with-Python-and-PyMC3

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

Stars
830
Committers
13
View Code on GitHub View on X
Ecosystems: Python

Commit Statistics

Past Year

All Time

Total Commits
0
92
Total Committers
0
13
Avg. Commits Per Committer
0.0
7.08
Bot Commits
0
0

Issue Statistics

Past Year

All Time

Total Pull Requests
0
49
Merged Pull Requests
0
41
Total Issues
0
45
Time to Close Issues
N/A
4 months
Related Projects
BDA_py_demos

Bayesian Data Analysis demos for Python

04 Mar 2015 990
ipystata

Enables the use of Stata together with Python via Jupyter (IPython) notebooks.

17 Aug 2015 192
Stats-Maths-with-Python

General statistics, mathematical programming, and numerical/scientific computing scripts and note...

06 Nov 2017 858
pymc-example-project

Example PyMC3 project for performing Bayesian data analysis using a probabilistic programming app...

16 Jan 2018 106
rethinking-numpyro

Statistical Rethinking (2nd ed.) with NumPyro

27 Oct 2019 443
Bayesian-Modelling-in-Python

A python tutorial on bayesian modeling techniques (PyMC3)

10 Sep 2015 2,483
BAP

Bayesian Analysis with Python (Second Edition)

24 Nov 2016 646
pyrsm

Python functions for Customer Analytics at the Rady School of Management (RSM)

01 Nov 2019 14
pymc

Bayesian Modeling and Probabilistic Programming in Python

05 May 2009 8,135
handson-ml

⛔️ DEPRECATED – See https://github.com/ageron/handson-ml3 instead.

16 Feb 2016 25,169
introduction-to-python

Notes for the "Introduction to Programming for Data Science" class

01 Dec 2018 37
nbstata

A Jupyter kernel for Stata built on pystata

09 Nov 2022 28
pytspsolver

🚚 Easy to use python package for rapid experimentation on the classic travelling salesman problem...

05 Mar 2019 2
ThinkBayes2

Text and code for the forthcoming second edition of Think Bayes, by Allen Downey.

22 Aug 2014 1,802
littlemcmc

A lightweight and performant implementation of HMC and NUTS in Python, spun out of the PyMC project.

08 Dec 2019 52