PyRank

Data Sketches Python Packages

Python packages with the GitHub topic data-sketches. Sorted by monthly downloads, with stars and forks.
ekzhu
datasketch

MinHash, LSH, LSH Forest, Weighted MinHash, HyperLogLog, HyperLogLog++, LSH Ensemble and HNSW

4.2M 3K 322
ikegami-yukino
madoka

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

39K 27 3
SaridakisStamatisChristos
kll-sketch

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

145 2 0