fl4health.servers package

Subpackages

• fl4health.servers.adaptive_constraint_servers package
  • Submodules
    • fl4health.servers.adaptive_constraint_servers.ditto_server module
      • DittoServer
    • fl4health.servers.adaptive_constraint_servers.fedprox_server module
      • FedProxServer
    • fl4health.servers.adaptive_constraint_servers.mrmtl_server module
      • MrMtlServer

Submodules

• fl4health.servers.base_server module
  • FlServer
    • FlServer.__init__()
    • FlServer.evaluate_round()
    • FlServer.fit()
    • FlServer.fit_round()
    • FlServer.fit_with_per_round_checkpointing()
    • FlServer.poll_clients_for_sample_counts()
    • FlServer.report_centralized_eval()
    • FlServer.shutdown()
    • FlServer.update_before_fit()
• fl4health.servers.client_level_dp_fed_avg_server module
  • ClientLevelDPFedAvgServer
    • ClientLevelDPFedAvgServer.__init__()
    • ClientLevelDPFedAvgServer.fit()
    • ClientLevelDPFedAvgServer.setup_privacy_accountant()
• fl4health.servers.evaluate_server module
  • EvaluateServer
    • EvaluateServer.__init__()
    • EvaluateServer.aggregate_evaluate()
    • EvaluateServer.configure_evaluate()
    • EvaluateServer.federated_evaluate()
    • EvaluateServer.fit()
    • EvaluateServer.load_model_checkpoint_to_parameters()
• fl4health.servers.fedpm_server module
  • FedPmServer
    • FedPmServer.__init__()
    • FedPmServer.fit_round()
• fl4health.servers.instance_level_dp_server module
  • InstanceLevelDpServer
    • InstanceLevelDpServer.__init__()
    • InstanceLevelDpServer.fit()
    • InstanceLevelDpServer.setup_privacy_accountant()
• fl4health.servers.model_merge_server module
  • ModelMergeServer
    • ModelMergeServer.__init__()
    • ModelMergeServer.fit()
• fl4health.servers.nnunet_server module
  • NnunetServer
    • NnunetServer.__init__()
    • NnunetServer.initialize_server_model()
    • NnunetServer.update_before_fit()
  • add_items_to_config_fn()
• fl4health.servers.polling module
  • poll_client()
  • poll_clients()
• fl4health.servers.scaffold_server module
  • DPScaffoldServer
    • DPScaffoldServer.__init__()
    • DPScaffoldServer.fit()
  • ScaffoldServer
    • ScaffoldServer.__init__()
    • ScaffoldServer.fit()
• fl4health.servers.tabular_feature_alignment_server module
  • TabularFeatureAlignmentServer
    • TabularFeatureAlignmentServer.__init__()
    • TabularFeatureAlignmentServer.fit()
    • TabularFeatureAlignmentServer.poll_clients_for_dimension_info()
    • TabularFeatureAlignmentServer.poll_clients_for_feature_info()
  • fit_config()