From 9f68bba8aaae4e10eea3d0e26848b6df24af49d6 Mon Sep 17 00:00:00 2001
From: Eric Leung <2754821+erictleung@users.noreply.github.com>
Date: Fri, 14 Nov 2025 10:47:47 -0500
Subject: [PATCH 1/5] Update broken link to BAP with GitHub
---
docs/source/learn.md | 2 +-
1 file changed, 1 insertion(+), 1 deletion(-)
diff --git a/docs/source/learn.md b/docs/source/learn.md
index 3ddf82fa93..e099cc4d7e 100644
--- a/docs/source/learn.md
+++ b/docs/source/learn.md
@@ -13,7 +13,7 @@ glossary
## At a glance
### Beginner
- - Book: [Bayesian Analysis with Python](http://bap.com.ar/)
+ - Book: [Bayesian Analysis with Python](https://github.com/aloctavodia/BAP3)
- Book: [Bayesian Methods for Hackers](https://github.com/CamDavidsonPilon/Probabilistic-Programming-and-Bayesian-Methods-for-Hackers)
From 70c4088f50d34a531541070baf2c044df9538d48 Mon Sep 17 00:00:00 2001
From: Eric Leung <2754821+erictleung@users.noreply.github.com>
Date: Fri, 14 Nov 2025 10:50:27 -0500
Subject: [PATCH 2/5] Update BAP book link in README.rst
---
README.rst | 2 +-
1 file changed, 1 insertion(+), 1 deletion(-)
diff --git a/README.rst b/README.rst
index bba42ca002..da0225df1b 100644
--- a/README.rst
+++ b/README.rst
@@ -180,7 +180,7 @@ If you already know about Bayesian statistics:
Learn Bayesian statistics with a book together with PyMC
--------------------------------------------------------
-- `Bayesian Analysis with Python `__ (third edition) by Osvaldo Martin: Great introductory book.
+- `Bayesian Analysis with Python `__ (third edition) by Osvaldo Martin: Great introductory book.
- `Probabilistic Programming and Bayesian Methods for Hackers `__: Fantastic book with many applied code examples.
- `PyMC port of the book "Doing Bayesian Data Analysis" by John Kruschke `__ as well as the `first edition `__.
- `PyMC port of the book "Statistical Rethinking A Bayesian Course with Examples in R and Stan" by Richard McElreath `__
From b94780d128465165c7717d23ddc6f08858273e09 Mon Sep 17 00:00:00 2001
From: Eric Leung <2754821+erictleung@users.noreply.github.com>
Date: Fri, 14 Nov 2025 10:53:14 -0500
Subject: [PATCH 3/5] Update CONTRIBUTING.md links
Original links resolve to new links, and this commit updates to the eventually resolved links.
---
CONTRIBUTING.md | 12 ++++++------
1 file changed, 6 insertions(+), 6 deletions(-)
diff --git a/CONTRIBUTING.md b/CONTRIBUTING.md
index f194e620a5..d1e3aecb8e 100644
--- a/CONTRIBUTING.md
+++ b/CONTRIBUTING.md
@@ -5,11 +5,11 @@ Thank you for being interested in contributing to PyMC. PyMC is an open source,
Quick links
-----------
-* [Pull request (PR) step-by-step ](https://docs.pymc.io/en/latest/contributing/pr_tutorial.html)
-* [Pull request (PR) checklist](https://docs.pymc.io/en/latest/contributing/pr_checklist.html)
-* [Python style guide with pre-commit](https://docs.pymc.io/en/latest/contributing/python_style.html)
-* [Running the test suite](https://docs.pymc.io/en/latest/contributing/running_the_test_suite.html)
-* [Running PyMC in Docker](https://docs.pymc.io/en/latest/contributing/docker_container.html)
+* [Pull request (PR) step-by-step ](https://www.pymc.io/projects/docs/en/latest/contributing/pr_tutorial.html)
+* [Pull request (PR) checklist](https://www.pymc.io/projects/docs/en/latest/contributing/pr_checklist.html)
+* [Python style guide with pre-commit](https://www.pymc.io/projects/docs/en/latest/contributing/python_style.html)
+* [Running the test suite](https://www.pymc.io/projects/docs/en/latest/contributing/running_the_test_suite.html)
+* [Running PyMC in Docker](https://www.pymc.io/projects/docs/en/latest/contributing/docker_container.html)
* [Submitting a bug report or feature request](https://github.com/pymc-devs/pymc/issues)
-For a complete list visit [the contributing section of the documentation](https://docs.pymc.io/en/latest/contributing/index.html).
+For a complete list visit [the contributing section of the documentation](https://www.pymc.io/projects/docs/en/latest/contributing/index.html).
From 76d042ceeadedbbd36d420f60b01207784f192cc Mon Sep 17 00:00:00 2001
From: Eric Leung <2754821+erictleung@users.noreply.github.com>
Date: Mon, 17 Nov 2025 11:58:22 -0500
Subject: [PATCH 4/5] docs: update README.rst with code repo link
---
README.rst | 2 +-
1 file changed, 1 insertion(+), 1 deletion(-)
diff --git a/README.rst b/README.rst
index da0225df1b..69e954d824 100644
--- a/README.rst
+++ b/README.rst
@@ -180,7 +180,7 @@ If you already know about Bayesian statistics:
Learn Bayesian statistics with a book together with PyMC
--------------------------------------------------------
-- `Bayesian Analysis with Python `__ (third edition) by Osvaldo Martin: Great introductory book.
+- `Bayesian Analysis with Python `__ (third edition) by Osvaldo Martin: Great introductory book with `code `__.
- `Probabilistic Programming and Bayesian Methods for Hackers `__: Fantastic book with many applied code examples.
- `PyMC port of the book "Doing Bayesian Data Analysis" by John Kruschke `__ as well as the `first edition `__.
- `PyMC port of the book "Statistical Rethinking A Bayesian Course with Examples in R and Stan" by Richard McElreath `__
From b3e292bd508a028640a2e9dddb0fd346392429a6 Mon Sep 17 00:00:00 2001
From: Eric Leung <2754821+erictleung@users.noreply.github.com>
Date: Mon, 17 Nov 2025 12:01:49 -0500
Subject: [PATCH 5/5] docs: keep both website and code repo
---
docs/source/learn.md | 2 +-
1 file changed, 1 insertion(+), 1 deletion(-)
diff --git a/docs/source/learn.md b/docs/source/learn.md
index e099cc4d7e..8d6a6e098f 100644
--- a/docs/source/learn.md
+++ b/docs/source/learn.md
@@ -13,7 +13,7 @@ glossary
## At a glance
### Beginner
- - Book: [Bayesian Analysis with Python](https://github.com/aloctavodia/BAP3)
+ - Book: [Bayesian Analysis with Python](http://bap.com.ar/) with [code](https://github.com/aloctavodia/BAP3)
- Book: [Bayesian Methods for Hackers](https://github.com/CamDavidsonPilon/Probabilistic-Programming-and-Bayesian-Methods-for-Hackers)