GANs in PyTorch

Here are some popular variants of GANs, implemented in PyTorch. Moreover, I try to implement them following their paper as much as possible. And you could see what they look like and how they work when they are first proposed.

• GAN - The original one.
  • The very origianl one
  • The original one with additional BN layers in generator
  • GAN that described in the InfoGAN paper
• cGAN - Conditional GAN.
  • Conditional GAN without BN layers in generator
  • Conditional GAN with BN layers in generator
• DCGAN - Conditional GAN.
  • Deep Convolutional GAN