diff --git a/doc/changelog/675.documentation.md b/doc/changelog/675.documentation.md
new file mode 100644
index 000000000..a11608c3c
--- /dev/null
+++ b/doc/changelog/675.documentation.md
@@ -0,0 +1 @@
+build(deps): bump scikit-learn from 1.6.0 to 1.6.1
\ No newline at end of file
diff --git a/pyproject.toml b/pyproject.toml
index 8473aa817..43c2d5662 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -45,7 +45,7 @@ tests = [
     "joblib==1.4.2",
     "pandas==2.2.3",
     "openpyxl==3.1.5",
-    "scikit-learn==1.6.0",
+    "scikit-learn==1.6.1",
     "pytest-xdist==3.6.1",
     "ipython==8.29.0",
     "pyvista==0.44.2",
@@ -72,7 +72,7 @@ doc = [
     "nbsphinx==0.9.6",
     "ipywidgets==8.1.5",
     "joblib==1.4.2",
-    "scikit-learn==1.6.0",
+    "scikit-learn==1.6.1",
     "ipython==8.29.0",
     "jupyterlab==4.3.4",
     "sphinx-jinja==2.0.2",