From 9ab2d097c10dc7a54fd2bd5f11d5768ba31f593b Mon Sep 17 00:00:00 2001
From: Christian Risi <75698846+CnF-Gris@users.noreply.github.com>
Date: Thu, 20 Nov 2025 18:52:06 +0100
Subject: [PATCH] Typo

---
 Chapters/5-Optimization/INDEX.md | 3 ++-
 1 file changed, 2 insertions(+), 1 deletion(-)

diff --git a/Chapters/5-Optimization/INDEX.md b/Chapters/5-Optimization/INDEX.md
index b9e9928..3a9113e 100644
--- a/Chapters/5-Optimization/INDEX.md
+++ b/Chapters/5-Optimization/INDEX.md
@@ -288,7 +288,8 @@ $$
                 {\sqrt{G^{(k+1)} + \epsilon}}
     \end{aligned}
 $$
-> 
+
+> [!NOTE]
 > In other words, compute the gradient and scale it for the sum of its squares
 > until that point