jjn13/clustRviz: Convex Clustering and Bi-Clustering via Algorithmic Regularization

Fast computation and interactive for the convex clustering and bi-clustering problems. The CARP and CBASS algorithms use an algorithmic regularization scheme to obtain high-quality global approximations of the exact regularization paths in a fraction of the time required for exact solutions. The CARP-VIZ and CBASS-VIZ variants include a back-tracking scheme to ensure exact dendrogram recovery. For more details, see "Dynamic Visualization and Fast Computation for Convex Clustering and Bi-Clustering" by M. Weylandt, J. Nagorski, and G.I. Allen, ArXiv 1901.01477 <arXiv:1901.01477>.

install.packages("remotes")
remotes::install_github("jjn13/clustRviz")