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v0.8.1

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@makgyver makgyver released this 11 Mar 04:21
· 5 commits to main since this release
v0.8.1
261f1b1

Release v0.8.1

IMPORTANT: fluke is now in beta!

New features

  • The federation orchestrator is now the federated algorithm and not the server
  • Decentralized FL: base class for implementing a fully decentralized FL algorithm is now available (DecentralizedFL). Standard Gossip Learning (GossipDFL) has also been added.
  • Added TimedMessage class
  • Added Topology class
  • Added documentation on evaluation configuration
  • Added receive_all and has_message to Channel

Fixes

  • Fixed documentation issues
  • Fixed issue with the personalized model of personalized algorithms
  • Fixed GEAR hyper-paramaters setting
  • Fixed _last_round on Client which was off by 1

Deprecations

  • The fit and finalize methods of Server are now deprecated because the orchestration is now performed by the algorithm's class
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