This page is a tutorial on basic usage of hyperopt.fmin(). It covers how to write an objective function that fmin can optimize, and how to describe a search space that fmin can search. Hyperopt's job ...

"# Some algorithms cannot normally be stopped early and will report a fail.\n", "# Some algorithms that normally keep running until convergence are gracefully stopped ...