Package hyperloglog implements the HyperLogLog and HyperLogLog++ cardinality estimation algorithms. These algorithms are used for accurately estimating the cardinality of a multiset using constant memory. HyperLogLog++ has multiple improvements over HyperLogLog, with a much lower error rate for smaller cardinalities.