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Module: tff.analytics

Libraries for using Federated Analytics algorithms.

Modules

data_processing module: A set of utility functions for data processing.

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.

Functions

build_hierarchical_histogram_process(...): Creates an IterativeProcess for hierarchical histogram aggregation.