pfl-research: Simulation Framework for Accelerating Research in Private Federated Learning
Machine Learning Research at Apple
MAY 13, 2024
Researchers commonly perform experiments in a simulation environment to quickly iterate on ideas. We introduce pfl-research, a fast, modular, and easy-to-use Python framework for simulating FL. However, existing open-source tools do not offer the efficiency required to simulate FL on larger and more realistic FL datasets.
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