scvxclustr: Sparse Convex Clustering
Version 0.1

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

AuthorYilong Zhang, Binhuan Wang, Wei Sun, Yixin Fang
Date of publication2016-10-13 20:37:12
MaintainerYilong Zhang <elong0527@gmail.com>
LicenseCC BY-NC-SA 4.0
Version0.1
Package repositoryView on CRAN
InstallationInstall the latest version of this package by entering the following in R:
install.packages("scvxclustr")

Popular 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
find_clusters: Find clusters
predict_validate: Predict validation data
scvxclust: Sparse Convex Clustering Path
See all...

All man pages Function index File listing

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

Functions

AMA_step_size Man page Source code
MCC Source code
admm_eigen Source code
ama_eigen Source code
compactify_edges Man page Source code
create_adjacency Man page Source code
create_clustering_problem Man page Source code
dist_weight Man page Source code
find_clusters Man page Source code
predict_validate Man page Source code
scvxclust Man page Source code
tri2vec Source code
vec2tri Source code

Files

inst
inst/include
inst/include/scvxclustr.h
inst/include/scvxclustr_RcppExports.h
src
src/ama.cpp
src/RcppExports.cpp
src/admm.cpp
NAMESPACE
R
R/dist_weight.R
R/predict_validate.R
R/scvxclust.R
R/RcppExports.R
R/util.r
MD5
DESCRIPTION
man
man/predict_validate.Rd
man/create_adjacency.Rd
man/find_clusters.Rd
man/AMA_step_size.Rd
man/create_clustering_problem.Rd
man/scvxclust.Rd
man/compactify_edges.Rd
man/dist_weight.Rd
scvxclustr documentation built on May 19, 2017, 6:52 a.m.

Questions? Problems? Suggestions? Tweet to @rdrrHQ or email at ian@mutexlabs.com.

Please suggest features or report bugs in the GitHub issue tracker.

All documentation is copyright its authors; we didn't write any of that.