From 90cbc44d1e54dc194a6f2da7f7c59ae5e094ee9f Mon Sep 17 00:00:00 2001
From: Chaopeng Shen <cshen@engr.psu.edu>
Date: Sat, 2 Dec 2023 00:59:07 -0500
Subject: [PATCH] Update index.md

adding an item for the new LSTM tutorial
---
 docs/codes/index.md | 9 +++++++++
 1 file changed, 9 insertions(+)

diff --git a/docs/codes/index.md b/docs/codes/index.md
index fd9ef82..df6df72 100644
--- a/docs/codes/index.md
+++ b/docs/codes/index.md
@@ -45,6 +45,15 @@ A differentiable physics-informed ecosystem model
 
 ### LSTM Models
 
+<div class="result" markdown>
+  <div class="grid cards" markdown>
+
+-   [Updated, simplified LSTM tutorial for CAMELS streamflow] [[https://bit.ly/47KqJHK](https://bit.ly/47KqJHK)]
+We greatly simplified the interface, making it easy to reuse this code on your data. Thanks to Yalan Song and Kamlesh Sawadekar. 
+
+
+  </div>
+</div>
 <div class="result" markdown>
   <div class="grid cards" markdown>