diff --git a/pyproject.toml b/pyproject.toml
index d541402..1efaed0 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -24,7 +24,7 @@ numba = ">=0.57.1,<0.61.0"
 optuna = ">=3.2,<5.0"
 python = ">=3.9,<3.13"
 sapientml = "*"
-scikit-learn = "1.5.2"
+scikit-learn = "1.6.1"
 scipy = "^1.11.1"
 seaborn = ">=0.12.2,<0.14.0"
 shap = ">=0.43,<0.47"