diff --git a/supervised/tuner/optuna/__init__.py b/supervised/tuner/optuna/__init__.py
index e69de29b..f808742c 100644
--- a/supervised/tuner/optuna/__init__.py
+++ b/supervised/tuner/optuna/__init__.py
@@ -0,0 +1,9 @@
+import warnings
+
+from tqdm.std import TqdmExperimentalWarning
+
+warnings.filterwarnings(
+    "ignore",
+    message=r"Using `tqdm\.autonotebook\.tqdm` in notebook mode\..*",
+    category=TqdmExperimentalWarning,
+)