Hi, I'm one of the co-authors of MOE (it was a fork of my PhD thesis).
We haven't been actively maintaining the open source version of MOE because we built it into a SaaS service 4 years ago as SigOpt (YC W15). Since then we've also had some of the authors of BayesOpt and HyperOpt work with us.
Let me know if you'd like to give it a shot. It is also completely free for academics [1]. If you'd like to see some of the extensions we've made to our original approaches as we've built out our ensemble of optimization algorithms check out our research page [2].
We haven't been actively maintaining the open source version of MOE because we built it into a SaaS service 4 years ago as SigOpt (YC W15). Since then we've also had some of the authors of BayesOpt and HyperOpt work with us.
Let me know if you'd like to give it a shot. It is also completely free for academics [1]. If you'd like to see some of the extensions we've made to our original approaches as we've built out our ensemble of optimization algorithms check out our research page [2].
[1]: https://sigopt.com/edu
[2]: https://sigopt.com/research