Hyll is a Ruby implementation of the HyperLogLog algorithm for the count-distinct problem, which efficiently approximates the number of distinct elements in a multiset with minimal memory usage. It supports both standard and Enhanced variants, offering a flexible approach for large-scale applications and providing convenient methods for merging, serialization, and maximum likelihood estimation.

https://github.com/davidesantangelo/hyll