khanrc / generative-models

Generative models

The project that implements generative models. References are various but mainly refer to https://github.com/wiseodd/generative-models.

based on python 2.7

Generative Adversarial Nets (GANs)

• GAN
• cGAN
• DCGAN
• LSGAN
• BGAN
• EBGAN
• WGAN
• WGAN-GP
• InfoGAN
• acGAN
• DiscoGAN, CycleGAN

Variational Autoencoders (VAEs)

• VAE
• cVAE
• Adversarial AE
• DRAW (TODO)

FVBNs (TODO)

• PixelCNN
• PixelRNN (TODO)

Others

• TensorFlow input-pipeline
• TensorBoard