├── .ipynb_checkpoints ├── LearnerClass-checkpoint.ipynb ├── ProcessData-checkpoint.ipynb ├── PytorchModels-checkpoint.ipynb └── misc-checkpoint.ipynb ├── Ensemble.ipynb ├── LearnerClass.ipynb ├── Prepare.ipynb ├── ProcessData.ipynb ├── PytorchModels.ipynb ├── README.md ├── SIIM - ISIC documentation.md ├── SIIM paper.pdf ├── SIIM presentation.pdf ├── basic model train_inference .ipynb ├── calculate features-test.ipynb ├── calculate features.ipynb ├── config.json ├── directory_structure ├── exp ├── LearnerClass.py ├── ProcessData.py ├── PytorchModels.py └── misc.py ├── misc.ipynb ├── notebook2script.py ├── patient transformer model train_inference.ipynb └── requirements.txt /.ipynb_checkpoints/LearnerClass-checkpoint.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yuval6957/SIIM-Transformer/HEAD/.ipynb_checkpoints/LearnerClass-checkpoint.ipynb -------------------------------------------------------------------------------- /.ipynb_checkpoints/ProcessData-checkpoint.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yuval6957/SIIM-Transformer/HEAD/.ipynb_checkpoints/ProcessData-checkpoint.ipynb -------------------------------------------------------------------------------- /.ipynb_checkpoints/PytorchModels-checkpoint.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yuval6957/SIIM-Transformer/HEAD/.ipynb_checkpoints/PytorchModels-checkpoint.ipynb -------------------------------------------------------------------------------- /.ipynb_checkpoints/misc-checkpoint.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yuval6957/SIIM-Transformer/HEAD/.ipynb_checkpoints/misc-checkpoint.ipynb -------------------------------------------------------------------------------- /Ensemble.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yuval6957/SIIM-Transformer/HEAD/Ensemble.ipynb -------------------------------------------------------------------------------- /LearnerClass.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yuval6957/SIIM-Transformer/HEAD/LearnerClass.ipynb -------------------------------------------------------------------------------- /Prepare.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yuval6957/SIIM-Transformer/HEAD/Prepare.ipynb -------------------------------------------------------------------------------- /ProcessData.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yuval6957/SIIM-Transformer/HEAD/ProcessData.ipynb -------------------------------------------------------------------------------- /PytorchModels.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yuval6957/SIIM-Transformer/HEAD/PytorchModels.ipynb -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yuval6957/SIIM-Transformer/HEAD/README.md -------------------------------------------------------------------------------- /SIIM - 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