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Added Centroid Calculation Methods and Code Cleanup#1

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xeonvs wants to merge 2 commits intoberng:masterfrom
xeonvs:dev-centroids
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Added Centroid Calculation Methods and Code Cleanup#1
xeonvs wants to merge 2 commits intoberng:masterfrom
xeonvs:dev-centroids

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@xeonvs
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@xeonvs xeonvs commented Aug 22, 2024

• New Feature: Implemented multiple centroid calculation methods (mean, median, geometric, rms) to enhance flexibility in clustering analysis. The method can be selected via the centroid_type parameter in the GMSDB class.
• Code Cleanup: The codebase was slightly reformatted to improve readability and maintainability.

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Sorry, approximating complex ellipse-based shapes (produced by GMSDB) by spheres with trivial mean/rms calculations is not useful (because it is not well-interpretable - the clusters do not have central symmetry).

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