armlet.FL_pipeline.data_selection package

Subpackages

• armlet.FL_pipeline.data_selection.FL_algorithms package
  • Module contents
    • DataSelectionCentralizedFL
      • DataSelectionCentralizedFL.get_client_class()
      • DataSelectionCentralizedFL.get_server_class()
    • DataSelectionClient
      • DataSelectionClient.fit()
    • DataSelectionServer
      • DataSelectionServer.aggregate()
      • DataSelectionServer.broadcast_model()
      • DataSelectionServer.fit()
      • DataSelectionServer.get_eligible_clients()
      • DataSelectionServer.receive_client_models()
• armlet.FL_pipeline.data_selection.methods package
  • Submodules
    • armlet.FL_pipeline.data_selection.methods.full module
      • FullDataSelection
    • armlet.FL_pipeline.data_selection.methods.random module
      • RandomDataSelection
  • Module contents
    • DataSelectionClientMethod
      • DataSelectionClientMethod.after_fit()
      • DataSelectionClientMethod.pre_selection()
      • DataSelectionClientMethod.select_samples()
    • DataSelectionServerMethod
      • DataSelectionServerMethod.after_aggregation()
      • DataSelectionServerMethod.after_clients_local_updates()
      • DataSelectionServerMethod.before_clients_local_updates()
      • DataSelectionServerMethod.before_fit()
      • DataSelectionServerMethod.compute_other_metrics()
      • DataSelectionServerMethod.select_clients()
      • DataSelectionServerMethod.setup_hooks()

Module contents