adj_conv |
Convert adjacency function to the affinity matrix |
adj_mat |
Covert data matrix to adjacency matrix |
cc_cluster_count |
Count the number of clusters based on stability score. |
cluster_relabel |
Relabeling clusters based on cluster similarities |
coCluster_matrix |
Calculate the Co-cluster matrix for a given set of clustering results. |
connectivity_matrix |
Build connectivity matrix |
consensus_matrix |
Calculate consensus matrix for data perturbation consensus clustering |
consensus_matrix_data_prtrb |
Calculate consensus matrix for data perturbation consensus clustering |
consensus_matrix_multiview |
Calculate consensus matrix for multi-data consensus clustering |
gaussian_clusters |
Generate clusters of data points from Gaussian distribution with randomly generated parameters |
gaussian_clusters_with_param |
Generate clusters of data points from Gaussian distribution with given parameters |
gaussian_mixture_clusters |
Generate clusters of data points from Gaussian-mixture-model distributions with randomly generated parameters |
generate_data_prtrb |
Generation mechanism for data perturbation consensus clustering |
generate_gaussian_data |
Generate a set of data points from Gaussian distribution |
generate_method_prtrb |
Multiple method generation |
generate_multiview |
Multiview generation |
hir_clust_from_adj_mat |
Hierarchical clustering from adjacency matrix |
indicator_matrix |
Build indicator matrix |
label_similarity |
Similarity between different clusters |
Logit |
Logit function |
majority_voting |
Consensus mechanism based on majority voting |
multiview_clusters |
Generate multiview clusters from Gaussian distributions with randomly generated parameters |
multiview_cluster_gen |
Multiview cluster generation |
multiview_kmeans_gen |
Multiview K-means generation |
multiview_pam_gen |
Multiview PAM (K-medoids) generation |
multi_cluster_gen |
Multiple cluster generation |
multi_kmeans_gen |
Multiple K-means generation |
multi_pam_gen |
Multiple PAM (K-medoids) generation |
pam_clust_from_adj_mat |
PAM (k-medoids) clustering from adjacency matrix |
spect_clust_from_adj_mat |
Spectral clustering from adjacency matrix |