When it comes to #Reproducible research, the elephant in the room is outdated code and software that you cannot replicate or reproduce the results with. Yesterday I spent practically all day trying to troubleshoot how to install an outdated version of #Pymc2 and #Python36 on an M1 Mac to reproduce the burden of disease estimations. Nothing worked. So your code can be open source, you can be well-meaning, but it still does not matter with #Reproducibility if they cannot be replicated and tested.

https://pypi.org/project/dismod-mr/

Arins Hub

この書籍の訳本が先日発売されたのですが、内容は #pymc2 のままみたいです。本家のところには英語ですが #pymc3 での記述もされていて一通り読むことができます。
http://camdavidsonpilon.github.io/Probabilistic-Programming-and-Bayesian-Methods-for-Hackers/