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sketch-algorithms

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GiacomoSaccaggi / CardinalityKit

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A comprehensive Python toolkit for cardinality estimation algorithms (Flajolet-Martin, LogLog, SuperLogLog, HyperLogLog, HyperReal) — enabling privacy-preserving analytics, audience measurement, and sample-to-population extrapolation through probabilistic counting techniques.

python hyperloglog cardinality-estimation streaming-algorithms probabilistic-data-structures privacy-preserving audience-measurement sketch-algorithms distinct-counting
  • Updated Jul 8, 2026
  • Python

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