cvxclustr: Splitting methods for convex clustering

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

Author
Eric C. Chi, Kenneth Lange
Date of publication
2014-07-28 08:28:25
Maintainer
Eric C. Chi <ecchi1105@gmail.com>
License
CC BY-NC-SA 4.0
Version
1.1.1

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
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

Files in this package

cvxclustr
cvxclustr/src
cvxclustr/src/Makevars
cvxclustr/src/cvxclustr.c
cvxclustr/src/Makevars.win
cvxclustr/NAMESPACE
cvxclustr/NEWS
cvxclustr/data
cvxclustr/data/mammals.rdata
cvxclustr/R
cvxclustr/R/cvxclust_path_ama.r
cvxclustr/R/mammals.r
cvxclustr/R/cvxclust.r
cvxclustr/R/cvxclust_admm.r
cvxclustr/R/cvxclust_path_admm.r
cvxclustr/R/cvxclust_ama.r
cvxclustr/R/util.r
cvxclustr/R/cvxclustr-package.r
cvxclustr/R/weights.r
cvxclustr/MD5
cvxclustr/DESCRIPTION
cvxclustr/man
cvxclustr/man/cvxclust_admm.Rd
cvxclustr/man/cvxclust_ama.Rd
cvxclustr/man/mammals.Rd
cvxclustr/man/kernel_weights.Rd
cvxclustr/man/cvxclust_path_ama.Rd
cvxclustr/man/create_adjacency.Rd
cvxclustr/man/cvxclustr.Rd
cvxclustr/man/find_clusters.Rd
cvxclustr/man/cvxclust.Rd
cvxclustr/man/AMA_step_size.Rd
cvxclustr/man/weights_graph.Rd
cvxclustr/man/create_clustering_problem.Rd
cvxclustr/man/knn_weights.Rd
cvxclustr/man/compactify_edges.Rd
cvxclustr/man/cvxclust_path_admm.Rd