All functions

anticlustering()

Anticlustering

balanced_clustering()

Create balanced clusters of equal size

bicriterion_anticlustering()

Bicriterion iterated local search heuristic

categorical_sampling()

Random sampling employing a categorical constraint

categories_to_binary()

Get binary representation of categorical variables

dispersion_objective()

Cluster dispersion

diversity_objective()

(Anti)cluster editing "diversity" objective

fast_anticlustering()

Fast anticlustering

generate_exchange_partners()

Get exchange partners for fast_anticlustering()

generate_partitions()

Generate all partitions of same cardinality

kplus_anticlustering()

K-plus anticlustering

kplus_moment_variables()

Compute k-plus variables

matching()

Matching

mean_sd_tab()

Means and standard deviations by group variable formatted in table

n_partitions()

Number of equal sized partitions

optimal_dispersion()

Maximize dispersion for K groups

plot_clusters()

Visualize a cluster analysis

plot_similarity()

Plot similarity objective by cluster

schaper2019

Ratings for 96 words

variance_objective()

Objective value for the variance criterion

wce()

Exact weighted cluster editing