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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NSketch - SVN migration towards SF.Net
The source code of NSketch has been migrated toward the Subversion hosting provided by Sourceforge.net.
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NSketch v0.1 released, a .Net sketch-based algorithm library
The NSketch library provides implementations of most common sketch-based algorithms (histograms, frequent items, bloom filter ...). The library is written in C# for .Net 2.0 and released under LGPL. A sketch is a compact yet approximate representation of some data. Intuitively, if exactness is not a requirement, approximation can provide a huge performance gain against a limited error. The version 0.1 of NSketch (previously named 'DataStreams') includes histograms (naive, sechap, exponential), frequent item selection (lossy counting), bloom filters, fast generic hash function. Learn more about NSketch: http://datastreams.sourceforge.net
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