├── .gitignore ├── README.md ├── assets ├── generated_samples.gif ├── main.png └── model.gif ├── config ├── base_cfg.yaml ├── dataset │ ├── adni.yaml │ ├── brats.yaml │ ├── default.yaml │ ├── duke.yaml │ ├── lidc.yaml │ └── mrnet.yaml └── model │ ├── ddpm.yaml │ └── vq_gan_3d.yaml ├── dataset ├── __init__.py ├── adni.py ├── brats.py ├── breast_uka.py ├── default.py ├── duke.py ├── lidc.py └── mrnet.py ├── ddpm ├── __init__.py ├── diffusion.py ├── text.py ├── time_embedding.py └── unet.py ├── evaluation ├── evaluate_vq_gan.ipynb ├── pytorch_ssim │ └── __init__.py └── test.ipynb ├── requirements.txt ├── train ├── callbacks.py ├── get_dataset.py ├── scripts │ ├── train_diffusion.sh │ └── train_vqgan.sh ├── train_ddpm.py └── train_vqgan.py └── vq_gan_3d ├── model ├── __init__.py ├── codebook.py ├── lpips.py └── vqgan.py └── utils.py /.gitignore: -------------------------------------------------------------------------------- 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