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Streaming Algorithms

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A Set of Streaming Algorithms. Types include:

  • Bloom Filters

    • Basic
    • Counting
    • Spectral
  • Count-Min Sketch

  • Karp-Papadimitriou-Shenker

  • Misra-Gries

  • Space Saving/Stream Summary

Majority are in C++ (one is in python and Go) and plans are in place to port all to Python, Ruby, Java, Scala and Go.

The C++ implementations use templated classes, and are single header files. To use, simply include the header file - no make files or anything similar.

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A Set of Streaming Algorithms in C++, Python, and Go

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