All of the code can be found here: https://github.com/sigopt/sigopt-examples
More about how SigOpt works here: https://sigopt.com/research
Other discussions here: https://www.reddit.com/r/MachineLearning/comments/3yy0vp/usi...
and here: https://news.ycombinator.com/item?id=10819170