Parameter estimation and model validation for thermal-based kinetic models.

-Regression using TPE and CMA-ES optimization framework.
-Kinetic model assessment by stratified cross validation.

Dependencies:

Python v. 3.11.10 
Numpy v.2.02
Scipy v.1.15.2
Sckit-learn v.1.5.2
Optuna v.4.3.0
Pandas v.2.2.3
numdifftools v. 0.9.41