Awesome
What is this?
- This repo carries a collection of notebooks with numpyro solutions of the exercises in Statistical Rethinking Second Edition.
- These solutions can help someone following the book and the examples coded in numpyro.
- There are other repositories with solutions such as wjakethompson, xcelab or erikkusch, but all are coded in R language.
Structure
-
The notebooks named
<chapter_number>_resulution
have the respective chapter exercises solutions. -
The notebooks named
<chapter_number>_numpyro
informally explain the new numpyro methods and functions used at the resolutions of the chapter.
Disclaimer
I do not guarantee that all resolutions are correct, as they were based on the knowledge acquired from reading the book and R public solutions. So please open an issue if you find something wrong or poorly defined.
Relevant information
The author shared excellent video classes using the book as a reference on his youtube.
References: official numpyro documentation