Splitting methods for convex clustering

Alternating Minimization Algorithm (AMA) and Alternating Direction Method of Multipliers (ADMM) splitting methods for convex clustering.


News

cvxclustr 1.1.1

  • Added Makevars and Makevars.win to handle BLAS calls in C code.
  • Updated license to CC BY-NC-SA 4.0 to better suit CRAN's distribution.

cvxclustr 1.1.0

  • Functions added for computing cluster assignments.
  • Function added for choosing bigger AMA step-sizes.
  • Functions added for computing Gaussian kernel, k-nearest neighbor, and combination weights.

cvxclustr 1.0.0

  • Package release.

Reference manual

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install.packages("cvxclustr")

1.1.1 by Eric C. Chi, 3 years ago


Browse source code at https://github.com/cran/cvxclustr


Authors: Eric C. Chi, Kenneth Lange


Documentation:   PDF Manual  


CC BY-NC-SA 4.0 license


Depends on Matrix, igraph

Suggests ggplot2


See at CRAN