automlx version upgrade

Author: prasankh

ads/opctl/operator/lowcode/forecast/README.md

@@ -38,7 +38,7 @@ To run forecasting locally, create and activate a new conda environment (`ads-fo
 - datapane
 - cerberus
 - sktime
-- optuna==2.9.0
+- optuna==3.1.0
 - oracle-automlx==23.4.1
 - oracle-automlx[forecasting]==23.4.1
 - oracle-ads>=2.9.0

ads/opctl/operator/lowcode/forecast/environment.yaml

@@ -15,6 +15,6 @@ dependencies:
       - sktime
       - shap
       - autots[additional]
-      - optuna==2.9.0
+      - optuna==3.1.0
       - oracle-automlx==23.4.1
       - oracle-automlx[forecasting]==23.4.1

pyproject.toml

@@ -167,7 +167,7 @@ forecast = [
   "neuralprophet",
   "numpy",
   "oci-cli",
-  "optuna==2.9.0",
+  "optuna==3.1.0",
   "oracle-ads",
   "oracle-automlx[forecasting]==23.4.1",
   "oracle-automlx[classic]==23.4.1",