HPOlib is a hyperparameter optimization library. It provides a common interface to three state of the art hyperparameter optimization packages: SMAC, spearmint and hyperopt. This package is discontinued, please read the longer note in the info box below.
Current version might kill all processes due to some unknown reason. In the long run we should think about a "non-runsolver" solution.