fedlab

We have hosted the application fedlab in order to run this application in our online workstations with Wine or directly.

Quick description about fedlab:

A Python-based framework for federated learning simulation, emphasizing modularity, communication efficiency, and algorithmic flexibility. Supports both server- and client-side customization for research and development purposes.

Features:

• Modular simulation of FL workflows (communication, optimization, compression)
• Customizable server/client logic via plug-in modules
• Scales to diverse computation & network scenarios
• PyPI-installable (pip install fedlab) or cloneable from GitHub
• Compatible with PyTorch models
• Focused on efficient algorithm experimentation

Programming Language: Python.
Categories: