├── .gitignore ├── LICENSE ├── README.md ├── gan_cifar10.py ├── gan_language.py ├── gan_mnist.py ├── gan_toy.py ├── imgs ├── 25gaussians.gif ├── 25gaussians_disc_cost.jpg ├── 25gaussians_frame485.jpg ├── 25gaussians_gen_cost.jpg ├── 8gaussians.gif ├── 8gaussians_disc_cost.jpg ├── 8gaussians_frame1545.jpg ├── 8gaussians_gen_cost.jpg ├── 8gaussians_wasserstein_distance.jpg ├── cifar10_dev_disc_cost.jpg ├── cifar10_samples_79699.jpg ├── cifar10_samples_79799.jpg ├── cifar10_samples_79899.jpg ├── cifar10_samples_79999.jpg ├── cifar10_samples_80099.jpg ├── cifar10_train_disc_cost.jpg ├── cifar10_train_gen_cost.jpg ├── cifar_10wasserstein_distance.jpg ├── lang_samples_8699.txt ├── lang_wasserstein_distance.jpg ├── mnist.gif ├── mnist_dev_disc_cost.jpg ├── mnist_samples_199999.png ├── mnist_samples_91899.png ├── mnist_samples_92299.png ├── mnist_samples_92499.png ├── mnist_train_disc_cost.jpg ├── mnist_train_gen_cost.jpg ├── swissroll.gif ├── swissroll_disc_cost.jpg ├── swissroll_frame694.jpg ├── swissroll_gen_cost.jpg └── swissroll_wasserstein_distance.jpg ├── language_helpers.py ├── results ├── cifar10 │ └── README.md ├── mnist │ └── README.md └── toy │ └── README.md └── tflib ├── __init__.py ├── __init__.pyc ├── cifar10.py ├── inception_score.py ├── mnist.py ├── ops ├── __init__.py ├── __init__.pyc ├── batchnorm.py ├── conv1d.py ├── conv1d.pyc ├── conv2d.py ├── deconv2d.py ├── layernorm.py ├── linear.py └── linear.pyc ├── plot.py ├── plot.pyc ├── save_images.py └── small_imagenet.py /.gitignore: -------------------------------------------------------------------------------- 1 | .idea 2 | .ftpconfig 3 | *.orig 4 | tmp 5 | -------------------------------------------------------------------------------- /LICENSE: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/caogang/wgan-gp/HEAD/LICENSE -------------------------------------------------------------------------------- /README.md: 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