Federated Learning Algorithms (Fashion-MNIST)

Implementation of FedSGD-based Net, ResNet, LSTM, CNN, FCNN models and CNN-based FedSGD, FedAvg, SCAFFOLD, FedProx algorithms on the Fashion-MNIST dataset.

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📂 Project Structure

Distributed-Machine-Learning/
├── algorithms/
│   ├── FedSGD.ipynb
│   ├── FedAvg.ipynb
│   ├── FedProx.ipynb
│   └── SCAFFOLD.ipynb
│
├── models/
│   ├── Net.ipynb
│   ├── ResNet.ipynb
│   ├── LSTM.ipynb
│   ├── CNN.ipynb
│   ├── FCNN.ipynb
│   └── KAN_CNN.ipynb
│
├── results/
│   ├── Code experiment.pptx/
│
└── README.md