├── .gitignore ├── README.md ├── checkpoints └── cifar10_z64_k64 │ └── checkpoint.pth.tar ├── main.py ├── pixelcnn_trainer.ipynb ├── pixelcnn_trainer.py ├── sample ├── cifar10_fixed.gif ├── cifar10_random.gif └── mnist.gif ├── utils ├── data.py ├── model_cifar10.py ├── model_mnist.py ├── model_pixelcnn.py ├── utils.py └── visdom_utils.py └── vqvae.py /.gitignore: -------------------------------------------------------------------------------- 1 | __pycache__ 2 | 3 | #checkpoints 4 | output 5 | data 6 | -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/1Konny/VQ-VAE/HEAD/README.md -------------------------------------------------------------------------------- /checkpoints/cifar10_z64_k64/checkpoint.pth.tar: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/1Konny/VQ-VAE/HEAD/checkpoints/cifar10_z64_k64/checkpoint.pth.tar -------------------------------------------------------------------------------- /main.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/1Konny/VQ-VAE/HEAD/main.py -------------------------------------------------------------------------------- /pixelcnn_trainer.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/1Konny/VQ-VAE/HEAD/pixelcnn_trainer.ipynb -------------------------------------------------------------------------------- /pixelcnn_trainer.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/1Konny/VQ-VAE/HEAD/pixelcnn_trainer.py -------------------------------------------------------------------------------- /sample/cifar10_fixed.gif: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/1Konny/VQ-VAE/HEAD/sample/cifar10_fixed.gif -------------------------------------------------------------------------------- /sample/cifar10_random.gif: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/1Konny/VQ-VAE/HEAD/sample/cifar10_random.gif -------------------------------------------------------------------------------- /sample/mnist.gif: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/1Konny/VQ-VAE/HEAD/sample/mnist.gif -------------------------------------------------------------------------------- /utils/data.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/1Konny/VQ-VAE/HEAD/utils/data.py -------------------------------------------------------------------------------- /utils/model_cifar10.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/1Konny/VQ-VAE/HEAD/utils/model_cifar10.py -------------------------------------------------------------------------------- /utils/model_mnist.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/1Konny/VQ-VAE/HEAD/utils/model_mnist.py -------------------------------------------------------------------------------- /utils/model_pixelcnn.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/1Konny/VQ-VAE/HEAD/utils/model_pixelcnn.py -------------------------------------------------------------------------------- /utils/utils.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/1Konny/VQ-VAE/HEAD/utils/utils.py -------------------------------------------------------------------------------- /utils/visdom_utils.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/1Konny/VQ-VAE/HEAD/utils/visdom_utils.py -------------------------------------------------------------------------------- /vqvae.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/1Konny/VQ-VAE/HEAD/vqvae.py --------------------------------------------------------------------------------