From 08afb18c000edaedca438a6e250f9e6af2338512 Mon Sep 17 00:00:00 2001
From: Rob Zinkov <rob@zinkov.com>
Date: Tue, 11 Oct 2022 04:20:07 +0200
Subject: [PATCH 1/2] Adding link to Bayesian Inference example that uses Flax

---
 docs/examples.rst | 4 ++++
 1 file changed, 4 insertions(+)

diff --git a/docs/examples.rst b/docs/examples.rst
index 39ee02ddfc..ea0e6c5de6 100644
--- a/docs/examples.rst
+++ b/docs/examples.rst
@@ -179,6 +179,10 @@ Examples
       - `@vasudevgupta7 <https://github.com/vasudevgupta7>`__
       - Question-Answering
       - https://arxiv.org/abs/2007.14062
+    * - `BlackJAX using MNIST <https://blackjax-devs.github.io/blackjax/examples/SGMCMC.html>`__
+      - `@rlouf <https://github.com/rlouf>`__
+      - Bayesian Inference, SGMCMC
+      - https://arxiv.org/abs/1402.4102
     * - `DCGAN <https://github.com/bkkaggle/jax-dcgan>`__
       - `@bkkaggle <https://github.com/bkkaggle>`__
       - Image Synthesis

From bab8e74901bb5d7d35c6984700f77d9ccd28a140 Mon Sep 17 00:00:00 2001
From: Rob Zinkov <rob@zinkov.com>
Date: Tue, 11 Oct 2022 19:12:36 +0200
Subject: [PATCH 2/2] Fix title

---
 docs/examples.rst | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/docs/examples.rst b/docs/examples.rst
index ea0e6c5de6..97076360e7 100644
--- a/docs/examples.rst
+++ b/docs/examples.rst
@@ -179,7 +179,7 @@ Examples
       - `@vasudevgupta7 <https://github.com/vasudevgupta7>`__
       - Question-Answering
       - https://arxiv.org/abs/2007.14062
-    * - `BlackJAX using MNIST <https://blackjax-devs.github.io/blackjax/examples/SGMCMC.html>`__
+    * - `Bayesian Networks with BlackJAX <https://blackjax-devs.github.io/blackjax/examples/SGMCMC.html>`__
       - `@rlouf <https://github.com/rlouf>`__
       - Bayesian Inference, SGMCMC
       - https://arxiv.org/abs/1402.4102