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Modalclust (version 0.3)
Hierarchical Modal Clustering
Description
Perfroms Modal Clustering (MAC) including Hierarchical
Modal Clustering (HMAC) along with their parallel
implementation (PHMAC) over several processors. These
model-based non-parametric clustering techniques can extract
clusters in very high dimensions with arbitrary density shapes.
By default clustering is performed over several resolutions and
the results are summarized as a hierarchical tree. Associated
plot functions are also provided. There is a package vignette
that provides many examples.