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Cardinality Estimation Python Packages

Python packages with the GitHub topic cardinality-estimation. Sorted by relevance, with stars and monthly downloads.
ascv
hll

Fast HyperLogLog for Python.

56K 110 19
svpcom
hyperloglog

Hyper LogLog (native and sliding) cardinality counters

47K 241 40
outbrain
outrank

OutRank: Feature ranking for massive sparse data sets.

251 23 7
wurenzhi
estndv

Learned sample-based estimator for number of distinct values.

244 9 1
jlumbroso
affirmative-sampling

Reference implementation of the Affirmative Sampling algorithm by Jérémie Lumbroso and Conrado Martínez (2022). 🍀

166 5 0
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