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aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python ;)
Created
2013-01-14
1,119 commits to master branch, last one about a year ago
A python tutorial on bayesian modeling techniques (PyMC3)
Created
2015-09-10
67 commits to master branch, last one 7 years ago
Python/PyMC3 port of the examples in " Statistical Rethinking A Bayesian Course with Examples in R and Stan" by Richard McElreath
Created
2016-09-09
112 commits to master branch, last one 5 years ago
A Python package for causal inference in quasi-experimental settings
Created
2022-09-21
826 commits to main branch, last one 14 days ago
How to do Bayesian statistical modelling using numpy and PyMC3
Created
2018-02-01
262 commits to master branch, last one about a year ago
A fast and easy to use, moddable, Python based Minecraft server!
Created
2020-12-19
5,021 commits to main branch, last one about a year ago
Solve ODEs fast, with support for PyMC
Created
2019-08-08
162 commits to master branch, last one 18 days ago
Tools for the symbolic manipulation of PyMC models, Theano, and TensorFlow graphs.
Created
2019-02-16
251 commits to master branch, last one 3 years ago