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Libraries for constructing federated aggregation.
Classes
class DifferentiallyPrivateFactory: UnweightedAggregationFactory for tensorflow_privacy DPQueries.
class EncodedSumFactory: UnweightedAggregationFactory for encoded sum.
class MeanFactory: Aggregation factory for weighted mean.
class PrivateQuantileEstimationProcess: A tff.templates.EstimationProcess for estimating private quantiles.
class SecureSumFactory: AggregationProcess factory for securely summing values.
class SumFactory: UnweightedAggregationFactory for sum.
class UnweightedAggregationFactory: Factory for creating tff.templates.AggregationProcess without weights.
class UnweightedMeanFactory: Aggregation factory for unweighted mean.
class WeightedAggregationFactory: Factory for creating tff.templates.AggregationProcess with weights.
Functions
clipping_factory(...): Creates an aggregation factory to perform L2 clipping.
zeroing_factory(...): Creates an aggregation factory to perform zeroing.