Unsupervised Gaussian Mixture and Minkowski and Spherical K-Means with Constraints


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Documentation for package ‘GMKMcharlie’ version 1.1.5

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d2s Dense to sparse conversion
GM Multithreaded Gaussian mixture trainer
GMcw Multithreaded component-wise Gaussian mixture trainer
GMfj Multithreaded minimum message length Gaussian mixture trainer
KM K-means over dense representation of data
KMconstrained K-means over dense data input with constraints on cluster weights
KMconstrainedSparse K-means over sparse data input with constraints on cluster weights
KMppIni Minkowski and spherical, deterministic and stochastic, multithreaded K-means++ initialization over dense representation of data
KMppIniSparse Minkowski and spherical, deterministic and stochastic, multithreaded K-means++ initialization over sparse representation of data
KMsparse K-means over sparse representation of data
s2d Sparse to dense conversion