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.
So far HPOlib contains a TPE -> SMAC and SMAC -> Spearmint converter.
One can use a converter:
HPOlib-convert --from TPE --to SMAC -f some/where/space.py [-s some/where/params.pcs]