Practical Bayesian Optimization of Machine Learning Algorithms Jasper Snoek, Hugo Larochelle and Ryan P. Adams Advances in Neural Information Processing Systems, 2012
https://github.com/JasperSnoek/spearmint
http://people.seas.harvard.edu/~jsnoek/software.html