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p2p Federated Learning framework

Project description

federated_learning_p2p

p2pfl is a decentralized federated learning library, it allows creating basic federated learning systems on p2p networks using gossip protocols.

See documentation here.

See memory and future work here

Installation

To install the library, you can simply run:

pip install p2pfl

Important

Carefully with number of open files at high scale experiments.

If fails, try to change the number of open files. ulimit -n {VALUE}

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