├── .gitignore ├── LICENSE ├── README.md ├── data ├── README.md └── split_medmnist.py ├── imgs ├── mnist_non-iid-practical_clients.png └── prac_res.png ├── plot_results.py ├── requirements.txt ├── train_APPLE.py └── utils ├── apple.py ├── data_loader.py ├── losses.py ├── models.py └── utils.py /.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ljaiverson/pFL-APPLE/HEAD/.gitignore -------------------------------------------------------------------------------- /LICENSE: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ljaiverson/pFL-APPLE/HEAD/LICENSE -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ljaiverson/pFL-APPLE/HEAD/README.md -------------------------------------------------------------------------------- /data/README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ljaiverson/pFL-APPLE/HEAD/data/README.md -------------------------------------------------------------------------------- /data/split_medmnist.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ljaiverson/pFL-APPLE/HEAD/data/split_medmnist.py -------------------------------------------------------------------------------- /imgs/mnist_non-iid-practical_clients.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ljaiverson/pFL-APPLE/HEAD/imgs/mnist_non-iid-practical_clients.png -------------------------------------------------------------------------------- /imgs/prac_res.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ljaiverson/pFL-APPLE/HEAD/imgs/prac_res.png -------------------------------------------------------------------------------- /plot_results.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ljaiverson/pFL-APPLE/HEAD/plot_results.py -------------------------------------------------------------------------------- /requirements.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ljaiverson/pFL-APPLE/HEAD/requirements.txt -------------------------------------------------------------------------------- /train_APPLE.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ljaiverson/pFL-APPLE/HEAD/train_APPLE.py -------------------------------------------------------------------------------- /utils/apple.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ljaiverson/pFL-APPLE/HEAD/utils/apple.py -------------------------------------------------------------------------------- /utils/data_loader.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ljaiverson/pFL-APPLE/HEAD/utils/data_loader.py -------------------------------------------------------------------------------- /utils/losses.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ljaiverson/pFL-APPLE/HEAD/utils/losses.py -------------------------------------------------------------------------------- /utils/models.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ljaiverson/pFL-APPLE/HEAD/utils/models.py -------------------------------------------------------------------------------- /utils/utils.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ljaiverson/pFL-APPLE/HEAD/utils/utils.py --------------------------------------------------------------------------------