Hyperloglog, Probability, Hash Function, Cardinality Estimation, Dynamic Programming.
instead of geometric mean Handling cases for small and large cardinalities separately. The final code looks like as follows: import mmh3, random, math from scipy.stats import hmean import numpy as np class HyperLogLog: def __init__(self, p=10): self.N = 32 self.p = p self.m = 1<<p self.buckets =