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()