Hyperparameter tuning with Bayesian-Optimization
The pbounds must all be pairs; you cannot specify a list of options for max_depth.
The package cannot deal with discrete hyperparameters very directly; see section 2, &quot;Dealing with discrete parameters&quot;, of their &quot;advanced tour&quot; notebook about this.