felipeffm/statistical-rethinking-resolutions

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