codes related to hyperparameter tuning and some classes, functions, etc. I have created to optmize classification problems (Continuously being updated ).

Codes for GridSearch & RandomSearch HP Tuning for classification algos.

Codes for HP tuning using Hyperopt for selected classification algos.

Codes for HP tuning using Optuna for selected classification algos.

Codes for HP tuning using Scikit Optimize for selected classification algos.

• Includes classes I have created for quickly checking training scores using 30+ classification algorithms, model validation, calibration, transforming continuous variables using log, power, box-cox, etc, selecting the best feature selection techniques,
• Libraries to import,
• Various codes for feature selection techniques, *and so on...