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An implementation of the deep convolutional generative adversarial network, combined with a varational autoencoder

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BlockBP.lua
BlockBP.lua
 
 
MyMapTable.lua
MyMapTable.lua
 
 
README.md
README.md
 
 
VAE.lua
VAE.lua
 
 
VAEGANCriterion.lua
VAEGANCriterion.lua
 
 
dcgan_vae.lua
dcgan_vae.lua
 
 
discriminator.lua
discriminator.lua
 
 
network.svg
network.svg
 
 

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Deep Convolutional Variational Autoencoder w/ Generative Adversarial Network

A clone of staturecrane/dcgan_vae_torch which made with torchnet, display and nngraph with custom criterion.

TODO: write more here

Prerequisites

  1. Torch7
  2. CUDA
  3. CUNN
  4. DPNN
  5. Lua File System
  6. optim
  7. xlua
  8. torchnet
  9. display
  10. nngraph

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An implementation of the deep convolutional generative adversarial network, combined with a varational autoencoder

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lua deep-learning torch7 torchnet

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