Code for the paper Misha Denil, Babak Shakibi, Laurent Dinh, Marc’Aurelio Ranzato, and Nando de Freitas. Predicting Parameters in Deep Learning. In Neural Information Processing Systems (NIPS), 2013. Run ./setup_environment.sh to install a local python environment with depenedencies. Run scripts through run.sh