User Guide# 1. Acquisition 1.1. gaussian_lcb 1.2. gaussian_pi 1.3. gaussian_ei 2. BayesSearchCV, a GridSearchCV compatible estimator 3. Callbacks 3.1. Monitoring callbacks 3.2. Early stopping callbacks 3.3. Other callbacks 4. Optimizer, an ask-and-tell interface 5. skopt’s top level minimization functions 5.1. dummy_minimize 5.2. forest_minimize 5.3. gbrt_minimize 5.4. gp_minimize 6. Plotting tools 6.1. plot_convergence 6.2. plot_evaluations 6.3. plot_objective 6.4. plot_regret 7. Space 7.1. Real 7.2. Integer 7.3. Categorical 8. Utility functions 8.1. use_named_args() 8.2. dump() 8.3. load()