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}
Project details
Download files
Download the file for your platform. If you're not sure which to choose, learn more about installing packages.
Source Distribution
p2pfl-0.1.7.tar.gz
(42.3 kB
view hashes)
Built Distribution
p2pfl-0.1.7-py3-none-any.whl
(49.3 kB
view hashes)