diff --git a/requirements.txt b/requirements.txt
index 2938507..bbeb09b 100644
--- a/requirements.txt
+++ b/requirements.txt
@@ -28,7 +28,7 @@ optuna-integration==4.6.0
 tabulate~=0.9.0
 pygam~=0.12.0
 pandas~=2.3.3
-ipython~=8.12.3
+ipython~=9.13.0
 geopandas~=1.1.2
 matplotlib~=3.10.8
 pyproj~=3.7.2