Implementions of normalizing flows (NICE, RealNVP, MAF, IAF, etc) in PyTorch.
TODO make this into a proper repo, for now just see the notebooks.
- TODO: make this a proper repository
- TODO: make work on GPU
- TODO: 2D -> ND: get (flat) MNIST to work, reproduce numbers
- TODO: ND -> images (multi-scale architectures, Glow nets, etc)
- TODO: more stable residual-like IAF-style updates (tried but didn’t work too well)
- TODO: parallel wavenet
- TODO: radial/planar 2D flows from Rezende Mohamed 2015?