Probabilistic Data Structures in Python (originally presented at PyData 2013)
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README.rst

Probably: Probabilistic Data Structures for Realtime Analytics

Package containing some useful probabilistic data structures:

  • BloomFilter
  • CountMinSketch
  • CountdownBloomFilter
  • HyperLogLog (HLL)
  • TemporalDailyBloomFilter

Build with:

python setup.py build_ext --inplace