cvxclustr: Splitting methods for convex clustering
Version 1.1.1

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

AuthorEric C. Chi, Kenneth Lange
Date of publication2014-07-28 08:28:25
MaintainerEric C. Chi <ecchi1105@gmail.com>
LicenseCC BY-NC-SA 4.0
Version1.1.1
Package repositoryView on CRAN
InstallationInstall the latest version of this package by entering the following in R:
install.packages("cvxclustr")

Popular man pages

create_adjacency: Create adjacency matrix from V
cvxclust: Convex Clustering Path via Variable Splitting Methods
cvxclust_admm: Convex clustering via ADMM
cvxclust_ama: Convex clustering via AMA
cvxclust_path_admm: Convex Clustering Path via ADMM
cvxclustr: Convex Clustering via Splitting Methods
kernel_weights: Compute Gaussian Kernel Weights
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
cvxclust: Convex Clustering Path via Variable Splitting Methods
cvxclust_admm: Convex clustering via ADMM
cvxclust_ama: Convex clustering via AMA
cvxclust_path_admm: Convex Clustering Path via ADMM
cvxclust_path_ama: Convex Clustering Path via AMA
cvxclustr: Convex Clustering via Splitting Methods
find_clusters: Find clusters
kernel_weights: Compute Gaussian Kernel Weights
knn_weights: "Thin" a weight vector to be positive only for its k-nearest...
mammals: Tally of types of teeth in some mammals.
weights_graph: Weights Graph Adjacency Matrix

Functions

AMA_step_size Man page Source code
compactify_edges Man page Source code
create_adjacency Man page Source code
create_clustering_problem Man page Source code
cvxclust Man page Source code
cvxclust_admm Man page Source code
cvxclust_ama Man page Source code
cvxclust_path_admm Man page Source code
cvxclust_path_ama Man page Source code
cvxclustr Man page
cvxclustr-package Man page
find_clusters Man page Source code
kernel_weights Man page Source code
knn_weights Man page Source code
mammals Man page
tri2vec Source code
vec2tri Source code
weights_graph Man page Source code

Files

src
src/Makevars
src/cvxclustr.c
src/Makevars.win
NAMESPACE
NEWS
data
data/mammals.rdata
R
R/cvxclust_path_ama.r
R/mammals.r
R/cvxclust.r
R/cvxclust_admm.r
R/cvxclust_path_admm.r
R/cvxclust_ama.r
R/util.r
R/cvxclustr-package.r
R/weights.r
MD5
DESCRIPTION
man
man/cvxclust_admm.Rd
man/cvxclust_ama.Rd
man/mammals.Rd
man/kernel_weights.Rd
man/cvxclust_path_ama.Rd
man/create_adjacency.Rd
man/cvxclustr.Rd
man/find_clusters.Rd
man/cvxclust.Rd
man/AMA_step_size.Rd
man/weights_graph.Rd
man/create_clustering_problem.Rd
man/knn_weights.Rd
man/compactify_edges.Rd
man/cvxclust_path_admm.Rd
cvxclustr documentation built on May 20, 2017, 5:33 a.m.

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