Dockerfiles for an IPython notebook server with GPy and GPyOpt installed on a scipy stack. Scipy and numpy are compiled against a compiled version of OpenBLAS, so should be relatively fast.
Heavily based on the IPython docker-notebook repository. Because of this, the instructions for running the notebook server are pretty much the same.