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  NSketch  
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Publisher: Open Source       Online Demo       Download Link
The NSketch library provides implementations of most common sketch-based algorithms (histograms, quantile, frequent items, bloom filter ...). The library is written in C# for .Net.
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Pricing
Open Source Free
Licensing
GNU Library or Lesser General Public License (LGPL)
Product Info
Product Class
Business Components
Architecture Of Product
32Bit
Product Type
Component
Built Using
Visual C#.NET
ComponentType
100% Managed Code
Source Code
Compatible Containers
.NET Common Language Runtime V2.0
Detailed Description
The NSketch library provides implementations of most common sketch-based algorithms (histograms, quantile, frequent items, bloom filter ...). The library is written in C# for .Net.

A sketch is a compact yet approximate representation of some data. Most well-studied 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 e 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.
 
 

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