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C / C ++ machine learning libraries for clustering

What are some C / C ++ machine learning libraries that support multidimensional data clustering? (e.g. K-Means)

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I am tempted to work independently, but I am sure that the pre-existing ones were much better, optimized with great attention to the code.

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c ++ c machine-learning cluster-analysis
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The library of open source clusters from the Human Genome team at the University of Tokyo looks promising. It has K-tools, as well as other flat hierarchical clustering algorithms. Scroll down the page for your library without a GUI. The Wikipedia-Clustering project seems enjoyable and a bit easier. Here's a specialized K-Tools library from the University of Maryland . I suggest you take a look at them based on your data. Preprocessing data to create object vectors can be a daunting task.

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I'm not sure if you are looking for algorithms like C4.5, ID3, etc. or not. If you do, you can download individual sources from the websites of the universities where they are actively being researched.

For example: C4.5 Source can be found on the Quinlan website .

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