PyRank

Probabilistic Data Structures Python Packages

Python packages with the GitHub topic probabilistic-data-structures. Sorted by monthly downloads, with stars and forks.
ikegami-yukino
madoka

Memory-efficient Count-Min Sketch Counter (based on Madoka C++ library)

39K 27 3
llm-measurement
llm-sketchkit

Count distinct LLM users and find top token consumers across services, days and tools. Fast, small, portable summaries in Go and Python.

1K 3 0
pmcgleenon
heavykeeper

Heavykeeper algorithm for Top-K elephant flows - python

978 3 0
carolinehaoud
hazy

Fast, mergeable probabilistic data structures for Python

380 0 0
GiacomoSaccaggi
cardinalitykit

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.

224 9 2
SaridakisStamatisChristos
kll-sketch

High-integrity Python KLL sketch for streaming quantiles — mergeable, deterministic, zero-dependency, with optional C++17/SIMD acceleration.

145 2 0
gakhov
pdsa

Probabilistic Data Structures and Algorithms in Python

122 133 20