lisa-lab/pylearn2 — pull request #1179 by carloderamo (2014-10-15 14:14:20+00:00)
Title: DBM - Hinton & Salakhutdinov paper

I implemented the whole procedure presented in "An efficient learning procedure for Deep Boltzmann Machines" by Hinton & Salakhutdinov. There're all yaml files and the script to launch the training together with the wrapper class for augmented mnist and the script to augment the dataset. Finally, I added a new way to update the learning rate according to the paper.