diff --git a/doc/LectureNotes/requirements.txt b/doc/LectureNotes/requirements.txt
index 54b882503..a0bd11a56 100644
--- a/doc/LectureNotes/requirements.txt
+++ b/doc/LectureNotes/requirements.txt
@@ -89,5 +89,5 @@ typing_extensions==4.15.0
 uc-micro-py==1.0.3
 urllib3==2.5.0
 wcwidth==0.2.13
-wheel==0.45.1
+wheel==0.46.2
 zipp==3.23.0