├── .gitignore ├── LICENSE ├── README.md ├── images └── augmentations.png ├── requirements.txt └── simclr ├── __init__.py ├── augmentations.py ├── datasets.py ├── get_dataloader.py ├── linear.py ├── main.py ├── model.py ├── optimisers.py └── utils.py /.gitignore: -------------------------------------------------------------------------------- 1 | /training 2 | /.neptune 3 | /.vscode 4 | -------------------------------------------------------------------------------- /LICENSE: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/k-stacke/ssl-pathology/HEAD/LICENSE -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/k-stacke/ssl-pathology/HEAD/README.md -------------------------------------------------------------------------------- /images/augmentations.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/k-stacke/ssl-pathology/HEAD/images/augmentations.png -------------------------------------------------------------------------------- /requirements.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/k-stacke/ssl-pathology/HEAD/requirements.txt -------------------------------------------------------------------------------- /simclr/__init__.py: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /simclr/augmentations.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/k-stacke/ssl-pathology/HEAD/simclr/augmentations.py -------------------------------------------------------------------------------- /simclr/datasets.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/k-stacke/ssl-pathology/HEAD/simclr/datasets.py -------------------------------------------------------------------------------- /simclr/get_dataloader.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/k-stacke/ssl-pathology/HEAD/simclr/get_dataloader.py -------------------------------------------------------------------------------- /simclr/linear.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/k-stacke/ssl-pathology/HEAD/simclr/linear.py -------------------------------------------------------------------------------- /simclr/main.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/k-stacke/ssl-pathology/HEAD/simclr/main.py -------------------------------------------------------------------------------- /simclr/model.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/k-stacke/ssl-pathology/HEAD/simclr/model.py -------------------------------------------------------------------------------- /simclr/optimisers.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/k-stacke/ssl-pathology/HEAD/simclr/optimisers.py -------------------------------------------------------------------------------- /simclr/utils.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/k-stacke/ssl-pathology/HEAD/simclr/utils.py --------------------------------------------------------------------------------