My attempt at replication Hinton's et al paper on DBNs. Hopefully better understanding RBNs and DBNs in the process.
paper: https://www.cs.toronto.edu/~hinton/absps/fastnc.pdf
The MNIST dataset is used. DBN network Topology (784)-(500)-(500+10)-(2000).
Project help from Pawel Herman and Jes ́us Ventas Mu ̃noz de Luca