Implementation of federated HyperLogLog for counting distinct items.
See https://en.wikipedia.org/wiki/HyperLogLog for additional details on this algorithm.
Functions
build_client_hyperloglog_computation(...)
: Builds a tff.Computation
for computing client hyperloglog sketches.
build_federated_secure_max_computation(...)
: Builds a tff.Computation
for computing max in a secure fashion.
create_federated_hyperloglog_computation(...)
: Creates a tff.Computation
to estimate the number of distinct strings.