From 53ac7b0038b95f6eb408202ea3ca399ac34cb00d Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Fri, 24 Jul 2026 14:44:04 +0000
Subject: [PATCH] chore(deps): update optuna requirement from >=3.1.0 to
 >=4.9.0

Updates the requirements on [optuna](https://github.com/optuna/optuna) to permit the latest version.
- [Release notes](https://github.com/optuna/optuna/releases)
- [Commits](https://github.com/optuna/optuna/compare/v3.1.0...v4.9.0)

---
updated-dependencies:
- dependency-name: optuna
  dependency-version: 4.9.0
  dependency-type: direct:production
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 requirements-install.txt | 2 +-
 requirements.txt         | 2 +-
 2 files changed, 2 insertions(+), 2 deletions(-)

diff --git a/requirements-install.txt b/requirements-install.txt
index 4276ef3..d472537 100644
--- a/requirements-install.txt
+++ b/requirements-install.txt
@@ -38,7 +38,7 @@ python-multipart>=0.0.20
 
 # MLOps
 mlflow>=2.1.0
-optuna>=3.1.0
+optuna>=4.9.0
 
 # Testing and Development
 pytest>=7.0.0
diff --git a/requirements.txt b/requirements.txt
index 2c0e158..6266d36 100644
--- a/requirements.txt
+++ b/requirements.txt
@@ -45,7 +45,7 @@ python-multipart>=0.0.20
 
 # MLOps (optional)
 mlflow>=2.1.0
-optuna>=3.1.0
+optuna>=4.9.0
 
 # Explainability & Governance
 shap>=0.42.0