Can I read MNIST Federated Learning Simulation on EtoBox?
MNIST Federated Learning Simulation by Sravan Kumar is a document available to read on EtoBox.
What is MNIST Federated Learning Simulation about?
The document contains a Python script for implementing federated learning using the MNIST dataset. It includes functions to load images and labels, simulate training across multiple clients, and evaluate different scheduling strategies such as FedRep, Round Robin, and Lyapunov-based scheduling. Finally, it visualizes the cumulative accuracy gain over global rounds using matplotlib.
- Author
- Sravan Kumar
- Language
- EN