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Libraries for using Federated Analytics algorithms.
Modules
count_distinct module: Implementation of federated HyperLogLog for counting distinct items.
data_processing module: A set of utility functions for data processing.
differential_privacy module: Differential privacy methods for federated analytics.
heavy_hitters module: Libraries for computing private heavy hitters.
histogram_processing module: A set of utilities functions for histogram processing.
Classes
class HierarchicalHistogramDecoder: Hierarchical histogram decoder.
class IbltFactory: Factory for string and values aggregation by IBLT.
Functions
build_hierarchical_histogram_process(...): Creates an IterativeProcess for hierarchical histogram aggregation.