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NSketch

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The NSketch library aims to provide clean and well documented .Net 2.0 implementation of the most useful sketch-based algorithms. The library is written in C# and targets both Microsoft .Net Framework and Mono. A sketch is a compact yet approximate representation of some data. Most well-studied ... [More] sketches quantify the level of approximation through the Probably Approximately Correct (PAC) framework . Intuitively, a typical PAC property indicates that the (approximate) output is within a ε error margin of epsilon with a probability greater than P. If exactness is not a requirement, the approximation tradeoff can provide a huge performance gain against amount of limited error. [Less]

5.0
 
  0 reviews  |  1 user  |  1,469 lines of code  |  0 current contributors  |  Analyzed about 20 hours ago
  histogram algorithms bloom_filters losssy_counting data_structures hash data_streams dotnet fast_hash performance library c# 1 more...
 
 
 
 

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