![]() |
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.