Entry for GalaxyZoo Challenge: http://www.kaggle.com/c/galaxy-zoo-the-galaxy-challenge
Our best score was 0.08246 placing us at 9th position, we trained the network for about 6 days, 4 models with different random seeds were trained on 2 NVidia Titan cards. The model that was trained for entry is in 2_model.lua
The winning model was Sander Dieleman's convnet appropach described here: http://benanne.github.io/2014/04/05/galaxy-zoo.html
For install instructions, please look at INSTALL.md