fl4health.client_managers.poisson_sampling_manager module¶

class PoissonSamplingClientManager[source]¶

Bases: BaseFractionSamplingManager

Overrides the Simple Client Manager to Provide Poisson Sampling for Clients rather than fixed without replacement sampling

sample_fraction(sample_fraction, min_num_clients=None, criterion=None)[source]¶

Poisson Sampling of Flower ClientProxy instances with a probability determine by sample_fraction.