HDBSCAN is a clustering algorithm developed by Campello, Moulavi, and Sander. It extends DBSCAN by converting it into a hierarchical clustering algorithm, and then using a technique to extract a flat clustering based in the stability of clusters.
This is an extremely-fast and easy to use KDTree written entirely in modern C#. This is the fastest and simplest to use KDTree that I have been able to find for .NET. The project has thorough documentation and is open-source. This module is a part of the larger Supercluster project.
Tutorials...
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Please upgrade to version 12 (Search ThinkGeo.Core on NuGet) if possible. Version 12 works with both .NET Framework and .NET Core, has much less dependencies and many other benifits over 10.0. ClusterPoint Style is included in the main package ThinkGeo.Core in Version 12....
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This package offers several Density-Peaks based algorithms for clustering.
The core algorithm relies on Rodriguez and Laio 2014 (see http://science.sciencemag.org/content/344/6191/1492.full)
Carrot2 is an Open Source Search Results Clustering Engine. It can automatically organize small collections of documents (search results but not only) into thematic categories.
For Carrot2 support, please see: http://project.carrot2.org/contact.html.
For the Carrrot2 NuGet repository support,...
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A hierarchical agglomerative clustering (HAC) library written in C#
This is a bug-fix version of the original Algomera package.
Use it till a version of Aglomera newer than 1.1.0.0 is released.
