jiseongHAN / Federated_Learning_tutorial

Federated Learning Tutorial

This is super simple tutorial for federated learning.

From each models, update global model.

In simulation, there are 10 clients that have thier own personalized model.

After training with each model, We need to update global model.

Get started

Cloning git

git clone https://github.com/jiseongHAN/Federated_Learning_tutorial.git
cd Federated_Learning_tutorial

Install Requirements

pip install -r requirements.txt

Running

• Running with MNIST dataset.

python FL_tutorial.py

Reference

https://github.com/AshwinRJ/Federated-Learning-PyTorch