├── LICENSE ├── README.md ├── composition ├── __pycache__ │ ├── helpers.cpython-37.pyc │ ├── losses.cpython-37.pyc │ ├── model.cpython-37.pyc │ └── vMFMM.cpython-37.pyc ├── helpers.py ├── losses.py ├── model.py └── vMFMM.py ├── eval.py ├── figures ├── kernels.png └── model.png ├── inference.py ├── loaders ├── M&Ms_Dataset_Information.xlsx ├── __init__.py ├── __pycache__ │ ├── __init__.cpython-37.pyc │ ├── mms_dataloader_dg_aug.cpython-37.pyc │ └── mms_dataloader_dg_aug_test.cpython-37.pyc ├── mms_dataloader_dg_aug.py └── mms_dataloader_dg_aug_test.py ├── losses ├── __init__.py ├── __pycache__ │ ├── __init__.cpython-37.pyc │ └── losses.cpython-37.pyc └── losses.py ├── metrics ├── __init__.py ├── __pycache__ │ ├── __init__.cpython-37.pyc │ ├── dice_loss.cpython-37.pyc │ ├── focal_loss.cpython-37.pyc │ ├── gan_loss.cpython-37.pyc │ └── hausdorff.cpython-37.pyc ├── dice_loss.py ├── focal_loss.py ├── gan_loss.py └── hausdorff.py ├── models ├── __init__.py ├── __pycache__ │ ├── __init__.cpython-37.pyc │ ├── blocks.cpython-37.pyc │ ├── decoder.cpython-37.pyc │ ├── dgnet.cpython-37.pyc │ ├── encoder.cpython-37.pyc │ ├── meta_decoder.cpython-37.pyc │ ├── meta_segmentor.cpython-37.pyc │ ├── meta_styleencoder.cpython-37.pyc │ ├── meta_unet.cpython-37.pyc │ ├── ops.cpython-37.pyc │ ├── sdnet_ada.cpython-37.pyc │ ├── segmentor.cpython-37.pyc │ ├── unet_model.cpython-37.pyc │ ├── unet_parts.cpython-37.pyc │ └── weight_init.cpython-37.pyc ├── blocks.py ├── compcsd.py ├── decoder.py ├── encoder.py ├── segmentor.py ├── unet_model.py ├── unet_parts.py └── weight_init.py ├── preprocess ├── save_MNMS_2D.py ├── save_MNMS_re.py ├── save_SCGM_2D.py └── split_MNMS_data.py ├── pretrain.py ├── train.py ├── utils ├── __init__.py ├── __pycache__ │ ├── __init__.cpython-37.pyc │ └── model_utils.cpython-37.pyc └── model_utils.py └── vMF_clustering.py /LICENSE: -------------------------------------------------------------------------------- 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