├── .gitattributes ├── .gitignore ├── 100DMLCLog.md ├── GANLib ├── GANs │ ├── AAE.py │ ├── CGAN.py │ ├── DiscoGAN.py │ ├── GAN.py │ └── Pix2Pix.py ├── __init__.py ├── distances.py ├── metrics.py └── utils.py ├── README.md ├── examples ├── pg_gan.py ├── pg_gan_.png ├── pg_gan_fast.py ├── simple_gan.py ├── simple_gan_.png └── training.gif ├── setup.py └── tests ├── AAE_test.py ├── CGAN_test.py ├── DiscoGAN_test.py ├── GAN_test.py ├── Pix2Pix_test.py └── images ├── AAE ├── tf_mnist_cramer.png ├── tf_mnist_cramer_history.png ├── tf_mnist_cross_entropy.png ├── tf_mnist_cross_entropy_history.png ├── tf_mnist_iwasserstein_gp.png ├── tf_mnist_iwasserstein_gp_history.png ├── tf_mnist_minmax.png ├── tf_mnist_minmax_history.png ├── tf_mnist_wasserstein.png └── tf_mnist_wasserstein_history.png ├── CGAN ├── tf_mnist_cramer.png ├── tf_mnist_cramer_history.png ├── tf_mnist_cross_entropy.png ├── tf_mnist_cross_entropy_history.png ├── tf_mnist_iwasserstein_gp.png ├── tf_mnist_iwasserstein_gp_history.png ├── tf_mnist_minmax.png ├── tf_mnist_minmax_history.png ├── tf_mnist_wasserstein.png └── tf_mnist_wasserstein_history.png ├── DiscoGAN ├── tf_mnist_cramerA_encoded.png ├── tf_mnist_cramerB_encoded.png ├── tf_mnist_cramer_history.png ├── tf_mnist_cross_entropyA_encoded.png ├── tf_mnist_cross_entropyB_encoded.png ├── tf_mnist_cross_entropy_history.png ├── tf_mnist_iwasserstein_gpA_encoded.png ├── tf_mnist_iwasserstein_gpB_encoded.png ├── tf_mnist_iwasserstein_gp_history.png ├── tf_mnist_minmaxA_encoded.png ├── tf_mnist_minmaxB_encoded.png ├── tf_mnist_minmax_history.png ├── tf_mnist_wassersteinA_encoded.png ├── tf_mnist_wassersteinB_encoded.png └── tf_mnist_wasserstein_history.png └── GAN ├── tf_mnist_cramer.png ├── tf_mnist_cramer_history.png ├── tf_mnist_cross_entropy.png ├── tf_mnist_cross_entropy_history.png ├── tf_mnist_iwasserstein_gp.png ├── tf_mnist_iwasserstein_gp_history.png ├── tf_mnist_minmax.png ├── tf_mnist_minmax_history.png ├── 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