Examples

Each example is a complete script in the repository's examples folder. Run one with python examples/pressure_vessel.py. The model-tuning examples need scikit-learn: pip install scikit-learn.

Example	Shows
Pressure vessel	Integer and continuous parameters under expression constraints, with choose_optimizer
Maintenance schedule	A noisy simulation, a choice parameter and a function constraint
Choosing a model	Conditional parameters: a classifier and its settings in one search
Tuning on iris	Bayesian optimization of log-scale hyperparameters
Cantilever beam	Three objectives and choosing a design from the front
Heat sink	Sensitivity analysis: which of eight settings matter, then optimizing only those