blazefl.contrib

Federated Learning Algorithms Implementations.

This module provides implementations of various federated learning algorithms, extending the core functionalities of BlazeFL.

Classes

FedAvgBaseServerHandler(model_selector, ...)	Server-side handler for the Federated Averaging (FedAvg) algorithm.
FedAvgProcessPoolClientTrainer(...)	Parallel client trainer for the Federated Averaging (FedAvg) algorithm.
FedAvgBaseClientTrainer(model_selector, ...)	Base client trainer for the Federated Averaging (FedAvg) algorithm.
FedAvgThreadPoolClientTrainer(...)
FedAvgUplinkPackage(cid, model_parameters, ...)	Data structure representing the uplink package sent from clients to the server in the Federated Averaging algorithm.
FedAvgDownlinkPackage(model_parameters)	Data structure representing the downlink package sent from the server to clients in the Federated Averaging algorithm.
FedAvgPartitionType(value[, names, module, ...])