requirements: update optuna requirement from <3.4.0 to <4.1.0 (#3042)

requirements.txt

@@ -10,7 +10,7 @@ matplotlib<3.7.6
 modeci_mdf<0.5, >=0.4.3; (platform_machine == 'AMD64' or platform_machine == 'x86_64' or platform_machine == 'arm64' or platform_machine == 'aarch64') and platform_python_implementation == 'CPython' and implementation_name == 'cpython'
 networkx<3.5
 numpy>=1.21.0, <1.26.5
-optuna<3.4.0
+optuna<4.1.0
 packaging<25.0
 pandas<2.2.4
 pillow<11.1.0