All Techniques Of Hyper Parameter Optimization
1.GridSearchCV
2.RandomizedSearchCV
3.Bayesian Optimization -Automate Hyperparameter Tuning (Hyperopt)
4.Sequential Model Based Optimization(Tuning a scikit-learn estimator with skopt)
5.Optuna- Automate Hyperparameter Tuning
6.Genetic Algorithms (TPOT Classifier)
References
1.https://github.com/fmfn/BayesianOptimization
2.https://github.com/hyperopt/hyperopt
3.https://www.jeremyjordan.me/hyperparameter-tuning/
5.https://towardsdatascience.com/hyperparameters-optimization-526348bb8e2d(By Pier Paolo Ippolito )
6.https://scikit-optimize.github.io/stable/auto_examples/hyperparameter-optimization.html
Kaggle discussion- https://www.kaggle.com/pavansanagapati/automated-hyperparameter-tuning