All functions

DO_similarity()

Calculate Disease Ontology (DO) semantic similarity matrix

GO_similarity()

Calculate Gene Ontology (GO) semantic similarity matrix

all_clustering_methods()

All clustering methods

anno_word_cloud()

Word cloud annotations

anno_word_cloud_from_GO()

Word cloud annotations from GO

area_above_ecdf()

Area above the eCDF curve

binary_cut()

Cluster functional terms by recursively binary cutting the similarity matrix

cluster_by_MCL()

Cluster similarity matrix by MCL

cluster_by_apcluster()

Cluster similarity matrix by apcluster

cluster_by_dynamicTreeCut()

Cluster similarity matrix by dynamicTreeCut

cluster_by_hdbscan()

Cluster similarity matrix by hdbscan

cluster_by_igraph()

Cluster similarity matrix by graph community detection methods

cluster_by_kmeans()

Cluster similarity matrix by k-means clustering

cluster_by_mclust()

Cluster similarity matrix by mclust

cluster_by_pam()

Cluster similarity matrix by pam clustering

cluster_terms()

Cluster functional terms

cmp_make_clusters()

Apply various clustering methods

cmp_make_plot()

Make plots for comparing clustering methods

compare_clustering_methods()

Compare clustering methods

count_words()

Calculate word frequency

dend_node_apply()

Apply functions on every node in a dendrogram

difference_score()

Difference score

edit_node()

Modify nodes in a dendrogram

export_to_shiny_app()

Interactively visualize the similarity heatmap

guess_ont()

Guess the ontology of the input GO IDs

heightDetails(<word_cloud>)

Height for word_cloud grob

ht_clusters()

Visualize the similarity matrix and the clustering

keyword_enrichment_from_GO()

Keyword enrichment for GO terms

partition_by_hclust()

Partition by hclust

partition_by_kmeans()

Partition by kmeans

partition_by_kmeanspp()

Partition by kmeans++

partition_by_pam()

Partition by PAM

plot_binary_cut()

Visualize the process of binary cut

random_DO()

Generate random Disease Ontology (DO) IDs

random_GO()

Generate random GO IDs

register_clustering_methods()

Register new clustering methods

remove_clustering_methods()

Remove clustering methods

reset_clustering_methods()

Reset to default clustering methods

scale_fontsize()

Scale font size

se_opt()

Global parameters

select_cutoff()

Select the cutoff for binary cut

simplifyEnrichment()

Simplify functional enrichment results

simplifyGO()

Simplify Gene Ontology (GO) enrichment results

simplifyGOFromMultipleLists()

Perform simplifyGO analysis with multiple lists of GO IDs

subset_enrichResult()

Subset method of the enrichResult class

term_similarity()

Similarity between terms based on the overlap of genes

term_similarity_from_KEGG()

Similarity between KEGG terms

term_similarity_from_MSigDB()

Similarity between MSigDB terms

term_similarity_from_Reactome()

Similarity between Reactome terms

term_similarity_from_enrichResult()

Similarity between terms in the enrichResult class

term_similarity_from_gmt()

Similarity between terms from a gmt file

widthDetails(<word_cloud>)

Width for word_cloud grob

word_cloud_grob()

A simple grob for the word cloud