For some context here is a great intro to adversarial networks generally: <a href="https://medium.com/@devnag/generative-adversarial-networks-gans-in-50-lines-of-code-pytorch-e81b79659e3f#.905b6ujiy" rel="nofollow">https://medium.com/@devnag/generative-adversarial-networks-g...</a>