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pytorch-mnist-GAN

Pytorch implementation of GAN(Generative Adversarial Networks) on the MNIST data set

Dependencies

  • PyTorch
  • torchvision
  • numpy

Reference

  1. Goodfellow, Ian, et al. "Generative Adversarial Networks": https://arxiv.org/pdf/1406.2661.pdf
  2. znxlwm/pytorch-MNIST-CelebA-GAN-DCGAN (github): https://github.com/znxlwm/pytorch-MNIST-CelebA-GAN-DCGAN
  3. prcastro/pytorch-gan (github): https://github.com/prcastro/pytorch-gan
  4. GANs-in-Action Manning book chapter 3: https://github.com/GANs-in-Action/gans-in-action/tree/master/chapter-3

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Pytorch implamentation of a classic simple GAN

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