Machine Learning, Bayesian Optimization, Comet, Hyperparameter Tuning.
which can vary between 50 and 100, and max_depth , which can vary between 1 and 30 and so on. param_space = { 'learning_rate': (0.01, 1.0, 'log-uniform'), 'max_depth': (1, 50), 'gamma': (1e-9, 0.6, 'log-uniform'), 'n_estimators': (50, 100), 'degree': (1, 6), 'kernel': ['linear', 'rbf', 'poly'] } 3.