Related work

Links to software related to Hyperopt, and Bayesian Optimization in general.

Software using Hyperopt

• hyperopt-sklearn - using hyperopt to optimize across sklearn estimators.
• hyperopt-convnet - optimize convolutional architectures for image classification
• used in Bergstra, Yamins, and Cox in (ICML 2013).
• hyperopt-dbn - optimize Deep Belief Networks (Coming Soon)
• used in Bergstra, Bardenet, Bengio, and Kegl (NIPS 2011)
• used in Bergstra and Bengio (JMLR 2012)
• hyperas - hyperopt wrapper for keras

Other Software for Bayesian Optimization

• SMAC - Sequential Model-based Algorithm Configuration (based on regression trees).
• Spearmint - Gaussian-process SMBO in Python.
• BayesOpt - Bayesian optimization toolbox

Should other software be listed here? File a github issue to add it.