View source on GitHub
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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.
Other Members | |
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| HLL_ALPHA |
0.697
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| HLL_BIT_INDEX_HEAD |
5
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| HLL_BIT_INDEX_TAIL |
27
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| HLL_SKETCH_SIZE |
32
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