p2pfl.learning.aggregators package

Aggregation algorithms for P2PFL.

Submodules

• p2pfl.learning.aggregators.aggregator module
  • Aggregator
    • Aggregator.SUPPORTS_PARTIAL_AGGREGATION
    • Aggregator.add_model()
    • Aggregator.aggregate()
    • Aggregator.clear()
    • Aggregator.get_aggregated_models()
    • Aggregator.get_missing_models()
    • Aggregator.get_model()
    • Aggregator.get_required_callbacks()
    • Aggregator.set_nodes_to_aggregate()
    • Aggregator.wait_and_get_aggregation()
  • NoModelsToAggregateError
• p2pfl.learning.aggregators.fedavg module
  • FedAvg
    • FedAvg.SUPPORTS_PARTIAL_AGGREGATION
    • FedAvg.aggregate()
• p2pfl.learning.aggregators.fedmedian module
  • FedMedian
    • FedMedian.SUPPORTS_PARTIAL_AGGREGATION
    • FedMedian.aggregate()
• p2pfl.learning.aggregators.scaffold module
  • Scaffold
    • Scaffold.REQUIRED_INFO_KEYS
    • Scaffold.SUPPORTS_PARTIAL_AGGREGATION
    • Scaffold.aggregate()
    • Scaffold.get_required_callbacks()