I like your article. I'd like to try.
By the way, what is the easiest way to use deep learning? Is there a hello-world example? I've been following RBMs for years but I never attempted to train one. It seemed too complex. I've used command line tools like Vowpal Wabbit with success, though.
So, is there an RBM implementation as accessible as VW?