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Generative Adversarial Networks

Deep convolutional GAN (DCGAN)

Implementation of a deep convolutional GAN by Radford, Metz & Chintala (2015) following their guidelines for training GANs with convolutional layers.

Vanilla GAN

Implementation of the original GAN by Goodfellow et al. (2014). Discriminator and generator networks each use a single hidden fully-connected layer.