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hyll

https://rubygems.org/gems/hyll
https://github.com/davidesantangelo/hyll
Hyll provides a robust implementation of the HyperLogLog algorithm, enabling highly accurate cardinality estimation (counting unique items) with minimal memory footprint. Perfect for analytics, databases, and stream processing where tracking distinct elements in large datasets is required. This implementation offers configurable precision and serialization support.

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