SigOpt (YC W15) is a related service that performs a superset of these features as a SaaS API (I am one of the co-founders).
We've been solving this problem for customers around the world for the last 4 years and have extended a lot of the original research I started at Yelp with MOE [1]. We employ an ensemble of optimization techniques and provide seamless integration with any pipeline. I'm happy to answer any questions about the product or technology.
We're completely free for academics [2] and publish research like the above at ICML, NIPS, AISTATS regularly [3].
We've been solving this problem for customers around the world for the last 4 years and have extended a lot of the original research I started at Yelp with MOE [1]. We employ an ensemble of optimization techniques and provide seamless integration with any pipeline. I'm happy to answer any questions about the product or technology.
We're completely free for academics [2] and publish research like the above at ICML, NIPS, AISTATS regularly [3].
[1]: https://github.com/yelp/MOE
[2]: https://sigopt.com/edu
[3]: https://sigopt.com/research