├── .gitignore ├── LICENSE ├── README.md ├── _config.yml ├── data ├── README.md ├── __init__.py ├── cifar │ └── .gitkeep └── mnist │ └── .gitkeep ├── main_fed.py ├── main_nn.py ├── models ├── Fed.py ├── Nets.py ├── Update.py ├── __init__.py └── test.py ├── requirements.txt ├── save └── .gitkeep └── utils ├── __init__.py ├── options.py └── sampling.py /.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/touchasky/federated-learning/HEAD/.gitignore -------------------------------------------------------------------------------- /LICENSE: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/touchasky/federated-learning/HEAD/LICENSE -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/touchasky/federated-learning/HEAD/README.md -------------------------------------------------------------------------------- /_config.yml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/touchasky/federated-learning/HEAD/_config.yml -------------------------------------------------------------------------------- /data/README.md: -------------------------------------------------------------------------------- 1 | # Data 2 | 3 | MNIST & CIFAR-10 datasets will be downloaded automatically by the torchvision package. 4 | -------------------------------------------------------------------------------- /data/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/touchasky/federated-learning/HEAD/data/__init__.py -------------------------------------------------------------------------------- /data/cifar/.gitkeep: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /data/mnist/.gitkeep: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /main_fed.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/touchasky/federated-learning/HEAD/main_fed.py -------------------------------------------------------------------------------- /main_nn.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/touchasky/federated-learning/HEAD/main_nn.py -------------------------------------------------------------------------------- /models/Fed.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/touchasky/federated-learning/HEAD/models/Fed.py -------------------------------------------------------------------------------- /models/Nets.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/touchasky/federated-learning/HEAD/models/Nets.py -------------------------------------------------------------------------------- /models/Update.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/touchasky/federated-learning/HEAD/models/Update.py -------------------------------------------------------------------------------- /models/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/touchasky/federated-learning/HEAD/models/__init__.py -------------------------------------------------------------------------------- /models/test.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/touchasky/federated-learning/HEAD/models/test.py -------------------------------------------------------------------------------- /requirements.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/touchasky/federated-learning/HEAD/requirements.txt -------------------------------------------------------------------------------- /save/.gitkeep: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /utils/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/touchasky/federated-learning/HEAD/utils/__init__.py -------------------------------------------------------------------------------- /utils/options.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/touchasky/federated-learning/HEAD/utils/options.py -------------------------------------------------------------------------------- /utils/sampling.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/touchasky/federated-learning/HEAD/utils/sampling.py --------------------------------------------------------------------------------