Fl framework assembly: Plato

What is the Plato Tool Assembly?

Plato is an open-source federated learning research framework. It is designed for scalable and reproducible FL research, supporting a wide range of FL algorithms and real-world system implementations. Plato is extensible and suitable for deployment in various environments, making it a valuable tool for both academic and industrial FL research.

What can you use the Plato Tool Assembly for?

• Scalable and reproducible federated learning research
• Deployment of FL algorithms in diverse environments
• Extensible FL experimentation

Limitations/Remarks

• Focused on research and experimentation
• Ongoing development and optimization

Specific Use Cases/Applications

• Academic and industrial FL research
• Deployment of FL in real-world systems

How to access the Plato Tool Assembly?

• Official Documentation
• GitHub Repository
• Install via pip or from source

References

• Plato Documentation
• Plato GitHub

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Original Framework Contributors

• Plato Community

For a full list, see the Plato GitHub contributors.

More information

Training

Affiliations Contributors