diff --git a/includes/data/software.yml b/includes/data/software.yml
index 9b6c335b9..fe42dcac3 100644
--- a/includes/data/software.yml
+++ b/includes/data/software.yml
@@ -3878,6 +3878,12 @@ software_modules:
         properties:
           arch: {gpu: 1}
         versionName: 2.3.1_py36
+      - description: Keras 3 is a multi-backend deep learning framework, with support
+          for JAX, TensorFlow, and PyTorch.
+        markedDefault: false
+        properties:
+          arch: {gpu: 1}
+        versionName: 3.7.0_py312
       - description: Keras is a high-level neural networks API, written in Python
           and capable of running on top of TensorFlow, CNTK, or Theano.
         markedDefault: true
diff --git a/src/docs/software/updates.xml b/src/docs/software/updates.xml
index 7f88e3028..796783c96 100644
--- a/src/docs/software/updates.xml
+++ b/src/docs/software/updates.xml
@@ -5,6 +5,15 @@
 <description>Sherlock software update feed</description>
 <link>https://www.sherlock.stanford.edu/docs/software/list</link>
 <atom:link href="https://www.sherlock.stanford.edu/docs/software/updates.xml" rel="self" type="application/rss+xml"/>
+    <item>
+        <title>New version: math/py-keras version 3.7.0_py312</title>
+        <description>Keras 3 is a multi-backend deep learning framework, with support for JAX, TensorFlow, and PyTorch.</description>
+        <link>http://keras.io</link>
+        <guid>https://www.sherlock.stanford.edu/docs/software/list/?add:v=3.7.0_py312#py-keras</guid>
+        <category>math, deep learning</category>
+        <author>kilian@stanford.edu (Kilian Cavalotti)</author>
+        <pubDate>Fri, 6 Dec 2024 17:06:09 -0800</pubDate>
+    </item>
     <item>
         <title>New module: biology/py-scvi-tools version 1.2.1_py312</title>
         <description>scvi-tools (single-cell variational inference tools) is a package for probabilistic modeling of single-cell omics data.</description>