Not All Flows Are Normal

My implementation of some interesting normalising flow cases in Pytorch. Tested on some simple 2D problems with a scalable implementation. As it currently stands, I have implemented:

1. Planar Flows
2. Radial Flows (Have not fully tested but implementation is there)
3. Real NVP Flows

I want to look at IAF, MAF and Parallel Wavenet next.