scvxclustr: Sparse Convex Clustering

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

Author
Yilong Zhang, Binhuan Wang, Wei Sun, Yixin Fang
Date of publication
2016-10-13 20:37:12
Maintainer
Yilong Zhang <elong0527@gmail.com>
License
CC BY-NC-SA 4.0
Version
0.1

View on CRAN

Man pages

AMA_step_size
Compute step size Anderson-Morely upper bound on the largest...
compactify_edges
Construct indices matrices
create_adjacency
Create adjacency matrix from V
create_clustering_problem
Create a random clustering problem
dist_weight
Weight function for w
find_clusters
Find clusters
predict_validate
Predict validation data
scvxclust
Sparse Convex Clustering Path

Files in this package

scvxclustr
scvxclustr/inst
scvxclustr/inst/include
scvxclustr/inst/include/scvxclustr.h
scvxclustr/inst/include/scvxclustr_RcppExports.h
scvxclustr/src
scvxclustr/src/ama.cpp
scvxclustr/src/RcppExports.cpp
scvxclustr/src/admm.cpp
scvxclustr/NAMESPACE
scvxclustr/R
scvxclustr/R/dist_weight.R
scvxclustr/R/predict_validate.R
scvxclustr/R/scvxclust.R
scvxclustr/R/RcppExports.R
scvxclustr/R/util.r
scvxclustr/MD5
scvxclustr/DESCRIPTION
scvxclustr/man
scvxclustr/man/predict_validate.Rd
scvxclustr/man/create_adjacency.Rd
scvxclustr/man/find_clusters.Rd
scvxclustr/man/AMA_step_size.Rd
scvxclustr/man/create_clustering_problem.Rd
scvxclustr/man/scvxclust.Rd
scvxclustr/man/compactify_edges.Rd
scvxclustr/man/dist_weight.Rd