├── .gitignore ├── LICENSE ├── README.md ├── doc └── imgs │ ├── fake_samples_03100.png │ ├── im1.png │ ├── im2.png │ ├── im3.png │ └── im4.png └── src ├── data ├── README.md ├── __init__.py ├── adni_data.py ├── adni_data_loader.py ├── batch_provider.py ├── subject_rids.txt ├── synthetic_data.py ├── synthetic_data_loader.py └── utils.py ├── models ├── __init__.py ├── classifiers_2D.py ├── classifiers_3D.py ├── critics.py ├── mask_generators.py └── model_utils.py ├── parser.py ├── synth_dataset.py └── train.py /.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/orobix/Visual-Feature-Attribution-Using-Wasserstein-GANs-Pytorch/HEAD/.gitignore -------------------------------------------------------------------------------- /LICENSE: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/orobix/Visual-Feature-Attribution-Using-Wasserstein-GANs-Pytorch/HEAD/LICENSE -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/orobix/Visual-Feature-Attribution-Using-Wasserstein-GANs-Pytorch/HEAD/README.md -------------------------------------------------------------------------------- /doc/imgs/fake_samples_03100.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/orobix/Visual-Feature-Attribution-Using-Wasserstein-GANs-Pytorch/HEAD/doc/imgs/fake_samples_03100.png -------------------------------------------------------------------------------- /doc/imgs/im1.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/orobix/Visual-Feature-Attribution-Using-Wasserstein-GANs-Pytorch/HEAD/doc/imgs/im1.png -------------------------------------------------------------------------------- /doc/imgs/im2.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/orobix/Visual-Feature-Attribution-Using-Wasserstein-GANs-Pytorch/HEAD/doc/imgs/im2.png -------------------------------------------------------------------------------- /doc/imgs/im3.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/orobix/Visual-Feature-Attribution-Using-Wasserstein-GANs-Pytorch/HEAD/doc/imgs/im3.png -------------------------------------------------------------------------------- /doc/imgs/im4.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/orobix/Visual-Feature-Attribution-Using-Wasserstein-GANs-Pytorch/HEAD/doc/imgs/im4.png -------------------------------------------------------------------------------- /src/data/README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/orobix/Visual-Feature-Attribution-Using-Wasserstein-GANs-Pytorch/HEAD/src/data/README.md -------------------------------------------------------------------------------- /src/data/__init__.py: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /src/data/adni_data.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/orobix/Visual-Feature-Attribution-Using-Wasserstein-GANs-Pytorch/HEAD/src/data/adni_data.py -------------------------------------------------------------------------------- /src/data/adni_data_loader.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/orobix/Visual-Feature-Attribution-Using-Wasserstein-GANs-Pytorch/HEAD/src/data/adni_data_loader.py -------------------------------------------------------------------------------- /src/data/batch_provider.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/orobix/Visual-Feature-Attribution-Using-Wasserstein-GANs-Pytorch/HEAD/src/data/batch_provider.py -------------------------------------------------------------------------------- /src/data/subject_rids.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/orobix/Visual-Feature-Attribution-Using-Wasserstein-GANs-Pytorch/HEAD/src/data/subject_rids.txt -------------------------------------------------------------------------------- /src/data/synthetic_data.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/orobix/Visual-Feature-Attribution-Using-Wasserstein-GANs-Pytorch/HEAD/src/data/synthetic_data.py -------------------------------------------------------------------------------- /src/data/synthetic_data_loader.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/orobix/Visual-Feature-Attribution-Using-Wasserstein-GANs-Pytorch/HEAD/src/data/synthetic_data_loader.py -------------------------------------------------------------------------------- /src/data/utils.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/orobix/Visual-Feature-Attribution-Using-Wasserstein-GANs-Pytorch/HEAD/src/data/utils.py -------------------------------------------------------------------------------- /src/models/__init__.py: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /src/models/classifiers_2D.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/orobix/Visual-Feature-Attribution-Using-Wasserstein-GANs-Pytorch/HEAD/src/models/classifiers_2D.py -------------------------------------------------------------------------------- /src/models/classifiers_3D.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/orobix/Visual-Feature-Attribution-Using-Wasserstein-GANs-Pytorch/HEAD/src/models/classifiers_3D.py -------------------------------------------------------------------------------- /src/models/critics.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/orobix/Visual-Feature-Attribution-Using-Wasserstein-GANs-Pytorch/HEAD/src/models/critics.py -------------------------------------------------------------------------------- /src/models/mask_generators.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/orobix/Visual-Feature-Attribution-Using-Wasserstein-GANs-Pytorch/HEAD/src/models/mask_generators.py -------------------------------------------------------------------------------- /src/models/model_utils.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/orobix/Visual-Feature-Attribution-Using-Wasserstein-GANs-Pytorch/HEAD/src/models/model_utils.py -------------------------------------------------------------------------------- /src/parser.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/orobix/Visual-Feature-Attribution-Using-Wasserstein-GANs-Pytorch/HEAD/src/parser.py -------------------------------------------------------------------------------- /src/synth_dataset.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/orobix/Visual-Feature-Attribution-Using-Wasserstein-GANs-Pytorch/HEAD/src/synth_dataset.py -------------------------------------------------------------------------------- /src/train.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/orobix/Visual-Feature-Attribution-Using-Wasserstein-GANs-Pytorch/HEAD/src/train.py --------------------------------------------------------------------------------