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GAN_Theories

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Resources and Implementations of Generative Adversarial Nets which are focusing on how to stabilize training process and generate high quality images: DCGAN, WGAN, EBGAN, BEGAN, etc.

generative-models-collection

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PyTorch implemented generative models for CelebA dataset: DCGAN, LSGAN, WGAN, WGANGP, InfoGAN, BEGAN, VAE, VAEGAN

Fun-with-MNIST

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Playing with MNIST. Machine Learning. Generative Models.

GAN_Implementation

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Pytorch implementations of GANs