A software library of stochastic streaming algorithms, a.k.a. sketches.
A software library of stochastic streaming algorithms, a.k.a. sketches.
C++ Implementations of sketch data structures with SIMD Parallelism, including Python bindings
Probabilistic Datatypes Module for Redis
HyperLogLog with lots of sugar (Sparse, LogLog-Beta bias correction and TailCut space reduction) brought to you by Axiom
JS implementation of probabilistic data structures: Bloom Filter (and its derived), HyperLogLog, Count-Min Sketch, Top-K and MinHash
DuckDB extension for approximate analytics with Apache DataSketches: distinct counts, quantiles, frequent items, set operations, and sampling.
Simple probabilistic data structures