├── README.md ├── config ├── base_options.py ├── config.py └── train_options.py ├── data ├── .gitignore └── random_split5_class.csv ├── dl.yml ├── ensemble_csvpaths.py ├── ensemble_folds.py ├── ensemble_runs.py ├── eval.py ├── gancer_train.py ├── model_weights └── .gitignore ├── models ├── .gitignore ├── anhuinet.py ├── attnr2unet.py ├── deeplab.py ├── deeplabrelubn.py ├── encdecsepconv.py ├── exp_net_3D.py ├── frrn.py ├── fusionnet.py ├── gancer_models.py ├── gancer_networks.py ├── model_list.py ├── modified3dunet.py ├── pix2pix_model.py ├── pixelcnn.py ├── res2net3d.py ├── resnet3d.py ├── tasednet.py ├── unet2d.py ├── unet2dantialias.py ├── unet2dbeamgate.py ├── unet2dbeamgateeasy.py ├── unet2dcondconv.py ├── unet2dgans.py ├── unet2dlast.py ├── unet2dmish.py ├── unet2dpixelcnn.py ├── unet2dprelu.py ├── unet2drelubn.py ├── unet2dsepconv.py ├── unet2dsepconveasy.py ├── unet2dsqex.py ├── unet3d.py └── unet3dnobn.py ├── modules ├── nan_learner.py ├── radam.py ├── ranger913A.py ├── ssim_loss.py ├── swa.py └── train_annealing.py ├── notebooks ├── EDA_visualization-2D.ipynb ├── EDA_visualization.ipynb └── Pred_visualization-2D.ipynb ├── preds └── .gitignore ├── provided_code ├── data_loader.py ├── dose_evaluation_class.py ├── general_functions.py ├── network_architectures.py └── network_functions.py ├── subm └── .gitignore ├── train.py ├── utils ├── callbacks.py ├── dataloader.py ├── dataloader2D.py ├── dataloader2DStack.py ├── default_dataloader.py ├── evaluation.py ├── evaluation2D.py ├── evaluation2D_recurrent.py ├── gancer_dataloader.py ├── gancer_util.py ├── gancer_visualizer.py ├── general_functions.py ├── html.py ├── image_pool.py ├── interpolate.py ├── losses.py ├── metrics.py ├── metrics2D.py ├── preprocessing.py ├── preprocessing2D.py └── visualization.py └── wandb └── .gitignore /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Scu-sen/AAPM2020_open_kbp/HEAD/README.md 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