Dreaming of names with RBMs (colinmorris.github.io)

This is a pretty thorough description of generation, not just the classification problem that is the usual introduction to machine learning.

I just loved the map of the generated place names [1] the illustrations are hilarious.

[1] http://colinmorris.github.io/assets/rbm/kicksville.png