DeepArchitect: Automatically Designing and Training Deep Architectures - implementation -

Learning to learn has gone from a fringe research area to a Google I/O keynote in just 1 year. The pace of progress in ML is insane. Here is one with an implementation, woohoo! DeepArchitect: Automatically Designing and Training Deep Architectures by Renato Negrinho, Geoff Gordon In deep learning, performance is strongly affected by the choice of architecture and hyperparameters. While there has been extensive work on automatic hyperparameter optimization for simple spaces, complex spaces such as the space of deep architectures remain largely unexplored.