1. 31 Mar, 2020 1 commit
  2. 29 Mar, 2020 2 commits
    • Davis King's avatar
      Promote some of the sub-network methods into the add_loss_layer interface so... · 0057461a
      Davis King authored
      Promote some of the sub-network methods into the add_loss_layer interface so users don't have to write .subnet() so often.
      0057461a
    • Adrià Arrufat's avatar
      Add DCGAN example (#2035) · f42f100d
      Adrià Arrufat authored
      * wip: dcgan-example
      
      * wip: dcgan-example
      
      * update example to use leaky_relu and remove bias from net
      
      * wip
      
      * it works!
      
      * add more comments
      
      * add visualization code
      
      * add example documentation
      
      * rename example
      
      * fix comment
      
      * better comment format
      
      * fix the noise generator seed
      
      * add message to hit enter for image generation
      
      * fix srand, too
      
      * add std::vector overload to update_parameters
      
      * improve training stability
      
      * better naming of variables
      
      make sure it is clear we update the generator with the discriminator's
      gradient using fake samples and true labels
      
      * fix comment: generator -> discriminator
      
      * update leaky_relu docs to match the relu ones
      
      * replace not with !
      
      * add Davis' suggestions to make training more stable
      
      * use tensor instead of resizable_tensor
      
      * do not use dnn_trainer for discriminator
      f42f100d