strategy

Contains the strategy abstraction and different implementations.

Classes

Bulyan(*, fraction_fit, fraction_evaluate, ...)	Bulyan strategy.
DPFedAvgAdaptive(strategy, num_sampled_clients)	Wrapper for configuring a Strategy for DP with Adaptive Clipping.
DPFedAvgFixed(strategy, num_sampled_clients, ...)	Wrapper for configuring a Strategy for DP with Fixed Clipping.
DifferentialPrivacyClientSideAdaptiveClipping(...)	Strategy wrapper for central DP with client-side adaptive clipping.
DifferentialPrivacyClientSideFixedClipping(...)	Strategy wrapper for central DP with client-side fixed clipping.
DifferentialPrivacyServerSideAdaptiveClipping(...)	Strategy wrapper for central DP with server-side adaptive clipping.
DifferentialPrivacyServerSideFixedClipping(...)	Strategy wrapper for central DP with server-side fixed clipping.
FaultTolerantFedAvg(*[, fraction_fit, ...])	Configurable fault-tolerant FedAvg strategy implementation.
FedAdagrad(*[, fraction_fit, ...])	FedAdagrad strategy - Adaptive Federated Optimization using Adagrad.
FedAdam(*[, fraction_fit, ...])	FedAdam - Adaptive Federated Optimization using Adam.
FedAvg(*[, fraction_fit, fraction_evaluate, ...])	Federated Averaging strategy.
FedAvgAndroid(*[, fraction_fit, ...])	Federated Averaging strategy.
FedAvgM(*[, fraction_fit, ...])	Federated Averaging with Momentum strategy.
FedMedian(*[, fraction_fit, ...])	Configurable FedMedian strategy implementation.
FedOpt(*[, fraction_fit, fraction_evaluate, ...])	Federated Optim strategy.
FedProx(*[, fraction_fit, ...])	Federated Optimization strategy.
FedTrimmedAvg(*[, fraction_fit, ...])	Federated Averaging with Trimmed Mean [Dong Yin, et al., 2021].
FedXgbBagging([evaluate_function])	Configurable FedXgbBagging strategy implementation.
FedXgbCyclic(**kwargs)	Configurable FedXgbCyclic strategy implementation.
FedXgbNnAvg(*args, **kwargs)	Configurable FedXgbNnAvg strategy implementation.
FedYogi(*[, fraction_fit, ...])	FedYogi [Reddi et al., 2020] strategy.
Krum(*[, fraction_fit, fraction_evaluate, ...])	Krum [Blanchard et al., 2017] strategy.
QFedAvg(*[, q_param, qffl_learning_rate, ...])	Configurable QFedAvg strategy implementation.
Strategy()	Abstract base class for server strategy implementations.