diff --git a/classical-ml/jupyter-requirements.txt b/classical-ml/jupyter-requirements.txt
index 2d60d2bb..d0096b07 100644
--- a/classical-ml/jupyter-requirements.txt
+++ b/classical-ml/jupyter-requirements.txt
@@ -1,4 +1,4 @@
-jupyterlab==4.4.10
+jupyterlab==4.5.0
 jupyterhub==5.4.2
-notebook==7.4.7
+notebook==7.5.0
 jupyter-server-proxy>=4.1.2
diff --git a/classical-ml/requirements.txt b/classical-ml/requirements.txt
index 13cf8264..976b7180 100644
--- a/classical-ml/requirements.txt
+++ b/classical-ml/requirements.txt
@@ -2,6 +2,6 @@ matplotlib==3.10.7
 numpy==1.26.4
 scikit-learn-intelex==2025.9.0
 threadpoolctl==3.6.0
-xgboost==3.1.1
+xgboost==3.1.2
 pandas==2.3.3
 nbconvert==7.16.6