This is the Linux app named FedLab whose latest release can be downloaded as v1.3.0sourcecode.zip. It can be run online in the free hosting provider OnWorks for workstations.
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SCREENSHOTS:
FedLab
DESCRIPTION:
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
This is an application that can also be fetched from https://sourceforge.net/projects/fedlab.mirror/. It has been hosted in OnWorks in order to be run online in an easiest way from one of our free Operative Systems.