diff --git a/requirements.txt b/requirements.txt
index 560f1cb..ff61e2b 100644
--- a/requirements.txt
+++ b/requirements.txt
@@ -10,6 +10,6 @@ networkx==3.1
 numpy==1.26.4
 pandas==2.2.3
 pillow==11.0.0
-scikit-learn==1.3.0
+scikit-learn==1.3.1
 scipy==1.11.2
 shapely==2.0.6