Skip to content

Commit

Permalink
Merge pull request #27 from felipeffm/resolutions_chapter_2
Browse files Browse the repository at this point in the history
Add numpyro resolutions hyperlinks
  • Loading branch information
fehiepsi committed Jun 26, 2023
2 parents 8c0f864 + 5d5ae04 commit fd76466
Show file tree
Hide file tree
Showing 3 changed files with 27 additions and 7 deletions.
6 changes: 5 additions & 1 deletion README.md
Original file line number Diff line number Diff line change
@@ -1,7 +1,7 @@
[![Test Status](https://github.com/fehiepsi/rethinking-numpyro/workflows/CI/badge.svg)](https://github.com/fehiepsi/rethinking-numpyro/actions)
# Statistical Rethinking (2nd ed.) with NumPyro

I am a fan of the book [*Statistical Rethinking*](https://xcelab.net/rm/statistical-rethinking/), so I port the codes of [its second edition](https://github.com/rmcelreath/rethinking) to [NumPyro](https://github.com/pyro-ppl/numpyro). I hope that the book and this translation will be helpful not only for NumPyro/Pyro users but also for ones who are willing to do Bayesian statistics in Python.
I am a fan of the book [*Statistical Rethinking*](https://xcelab.net/rm/statistical-rethinking/), so I port the codes of [its second edition](https://github.com/rmcelreath/rethinking) to [NumPyro](https://github.com/pyro-ppl/numpyro). I hope that the book and this translation will be helpful not only for NumPyro/Pyro users but also for ones who are willing to do Bayesian statistics in Python.

## How to read the notebooks

Expand All @@ -19,6 +19,10 @@ The following tools are used for some analysis and visualizations: [arviz](https
pip install numpyro arviz causalgraphicalmodels daft
```

## Excercises

If you need help solving the exercises with numpyro, there are resolutions from chapter 2 and 3 [here](https://github.com/felipeffm/statistical-rethinking-resolutions).

## Acknowledgements

[Kapil Sachdeva](https://github.com/ksachdeva) and [Manuel A. Vázquez](https://github.com/manuvazquez) has helped fix many code and plot mismatches since the release. Many thanks!
14 changes: 11 additions & 3 deletions notebooks/02_small_worlds_and_large_worlds.ipynb

Large diffs are not rendered by default.

14 changes: 11 additions & 3 deletions notebooks/03_sampling_the_imaginary.ipynb

Large diffs are not rendered by default.

0 comments on commit fd76466

Please sign in to comment.