MAGAN: Manifold Aligning Generative Adversarial Network

Code for MAGAN ([https://arxiv.org/abs/1803.00385])

Run the toy example with: python train.py

The correspondence loss is specific to each application. To create your own, provide a different implementation for the method correspondence_loss when initiating MAGAN. It must match the signature of the template provided.