dendextend1.19.0 package

Extending 'dendrogram' Functionality in R

all_couple_rotations_at_k

Rotate tree branches for k

all_unique

Check if all the elements in a vector are unique

all.equal.dendrogram

Global Comparison of two (or more) dendrograms

as_hclust_fixed

Convert dendrogram Objects to Class hclust

as.dendlist

Try to coerce something into a dendlist

as.phylo.dendrogram

Convert a dendrogram into phylo

assign_dendextend_options

Populates dendextend functions into dendextend_options

assign_values_to_branches_edgePar

Assign values to edgePar of dendrogram's branches

assign_values_to_leaves_edgePar

Assign values to edgePar of dendrogram's leaves

assign_values_to_leaves_nodePar

Assign values to nodePar of dendrogram's leaves

assign_values_to_nodes_nodePar

Assign values to nodePar of dendrogram's nodes

bakers_gamma_for_2_k_matrix

Bakers Gamma for two k matrices

Bk_permutations

Bk permutation - Calculating Fowlkes-Mallows Index for two dendrogram

Bk_plot

Bk plot - ploting the Fowlkes-Mallows Index of two dendrogram for vari...

Bk

Bk - Calculating Fowlkes-Mallows Index for two dendrogram

branches_attr_by_clusters

Change col/lwd/lty of branches based on clusters

branches_attr_by_labels

Change col/lwd/lty of branches matching labels condition

branches_attr_by_lists

Change col/lwd/lty of branches from the root down to clusters defined ...

circlize_dendrogram

Plot a circlized dendrograms

click_rotate

Interactively rotate a tree object

collapse_branch

Collapse branches under a tolerance level

collapse_labels

Collapse a sub dendrogram of adjacent labels within a dend

color_branches

Color tree's branches according to sub-clusters

color_labels

Color dend's labels according to sub-clusters

color_unique_labels

Color unique labels in a dendrogram

colored_bars

Add colored bars to a dendrogram

colored_dots

Add colored dots beside a dendrogram

common_subtrees_clusters

Find clusters of common subtrees

cor_bakers_gamma

Baker's Gamma correlation coefficient

cor_common_nodes

Proportion of commong nodes between two trees

cor_cophenetic

Cophenetic correlation between two trees

cor_FM_index

Correlation of FM_index for some k

cor.dendlist

Correlation matrix between a list of trees.

count_terminal_nodes

Counts the number of terminal nodes (merging 0 nodes!)

cut_lower_fun

Cut a dendrogram - and run a function on the output

cutree_1h.dendrogram

cutree for dendrogram (by 1 height only!)

cutree_1k.dendrogram

cutree for dendrogram (by 1 k value only!)

cutree-methods

Cut a Tree (Dendrogram/hclust/phylo) into Groups of Data

dend_diff

Plots two trees side by side, highlighting edges unique to each tree i...

dendextend_options

Access to dendextend_options

dendextend-package

Functions for extending dendrogram objects

dendlist

Creating a dendlist object from several dendrograms

DendSer.dendrogram

Tries to run DendSer on a dendrogram

depth

Find minimum/maximum depth of a dendrogram

dist_long

Turns a dist object to a "long" table

dist.dendlist

Topological Distances Between Two dendrograms

distinct_edges

Finds distinct edges in one tree compared to another

duplicate_leaf

Duplicate a leaf X times

entanglement

Measures entanglement between two trees

fac2num

Turns a factor into a number

find_dend

Finds a "good" dendrogram for a dist

find_dendrogram

Search for the sub-dendrogram structure composed of selected labels

find_k

Find the (estimated) number of clusters for a dendrogram using average...

fix_members_attr.dendrogram

Fix members attr in a dendrogram

flatten.dendrogram

Flatten the branches of a dendrogram's root

flip_leaves

Flip leaves

FM_index_permutation

Calculating Fowlkes-Mallows Index under H0

FM_index_R

Calculating Fowlkes-Mallows index in R

FM_index

Calculating Fowlkes-Mallows Index

get_branches_heights

Get height attributes from a dendrogram

get_childrens_heights

Get height attributes from a dendrogram's children

get_leaves_attr

Get/set attributes of dendrogram's leaves

get_leaves_branches_attr

Get an attribute of the branches of a dendrogram's leaves

get_leaves_branches_col

Get the colors of the branches of a dendrogram's leaves

get_leaves_edgePar

Get edgePar of dendrogram's leaves

get_leaves_nodePar

Get nodePar of dendrogram's leaves

get_nodes_attr

Get attributes of dendrogram's nodes

get_nodes_xy

Get the x-y coordinates of a dendrogram's nodes

get_root_branches_attr

get attributes from the dendrogram's root(!) branches

get_subdendrograms

Extract a list of k subdendrograms from a given dendrogram object

ggdend

Creates dendrogram plot using ggplot.

hang.dendrogram

Hang dendrogram leaves

has_component_in_attribute

Does a dendrogram has an edgePar/nodePar component?

heights_per_k.dendrogram

Which height will result in which k for a dendrogram

highlight_branches

Highlight a dendrogram's branches heights via color and line-width

highlight_distinct_edges

Highlight distint edges in a tree (compared to another one)

identify.dendrogram

Identify Clusters in a Dendrogram (not hclust)

intersect_trees

Intersect trees

is_null_list

Checks if the value is and empty list()

is_some_class

Is the object of some class

is.natural.number

Check if numbers are natural

labels_cex

Retrieve/assign cex to the labels of a dendrogram

labels_colors

Retrieve/assign colors to the labels of a dendrogram

labels-assign

"label" assignment operator

ladderize

Ladderize a Tree

leaf_Colors

Return the leaf Colors of a dendrogram

lowest_common_branch

Find lowest common branch were the two items are shared

match_order_by_labels

Adjust the order of one dendrogram based on another (using labels)

match_order_dendrogram_by_old_order

Adjust the order of one dendrogram based on another (using order)

na_locf

Last Observation Carried Forward

nleaves

Counts the number of leaves in a tree

nnodes

Counts the number of nodes (Vertices) in a tree

noded_with_condition

Find which nodes satisfies a condition

order.dendrogram-assign

order.dendrogram<- assignment operator

order.hclust

Ordering of the Leaves in a hclust Dendrogram

partition_leaves

A list with labels for each subtree (edge)

plot_horiz.dendrogram

Plotting a left-tip-adjusted horizontal dendrogram

prune_common_subtrees.dendlist

Prune trees to their common subtrees

prune_leaf

Trims one leaf from a dendrogram

prune

Prunes a tree (using leaves' labels)

pvclust_edges

Get Pvclust Edges Information

pvclust_show_signif_gradient

Significance gradient of branches in a dendrogram (via pvclust)

pvclust_show_signif

The significant branches in a dendrogram, based on a pvclust object

pvrect2

Draw Rectangles Around a Dendrogram's Clusters with High/Low P-values

raise.dendrogram

Raise the height of a dendrogram tree

rank_branches

Rank branches' heights

rank_order.dendrogram

Fix rank of leaves order values in a dendrogram

rank_values_with_clusters

Rank a vector based on clusters

rect.dendrogram

Draw Rectangles Around a Dendrogram's Clusters

reexports

Objects exported from other packages

reindex_dend

Reindexing a pruned dendrogram

remove_branches_edgePar

Remove all edgePar values from a dendrogram's branches

remove_leaves_nodePar

Remove all nodePar values from a dendrogram's leaves

remove_nodes_nodePar

Remove all nodePar values from a dendrogram's nodes

rllply

recursivly apply a function on a list

rotate_DendSer

Rotates dend based on DendSer

rotate

Rotate a tree object

sample.dendrogram

Sample a tree

seriate_dendrogram

Rotates a dendrogram based on a seriation of a distance matrix

set_labels

Set/place new labels in a dendrogram

set

Set (/update) features to a dendrogram

shuffle

Random rotation of trees

sort_2_clusters_vectors

Sorts two clusters vector by their names

sort_dist_mat

Sorts a distance matrix by rows and columns names

sort_levels_values

Sort the values level in a vector

tanglegram

Tanglegram plot

theme_dendro

Creates completely blank theme in ggplot

unbranch

unbranch trees

unclass_dend

unclass an entire dendrogram tree

untangle_DendSer

Tries to run DendSer on a dendrogram

untangle_random_search

Untangle - random search

untangle_step_rotate_1side

Stepwise untangle one tree compared to another

untangle_step_rotate_2side

Stepwise untangle two trees one at a time

untangle_step_rotate_both_side

Stepwise untangle two trees at the same time

untangle

untangle dendrograms

which_leaf

Which node is a leaf?

which_node

Which node id is common to a group of labels

Offers a set of functions for extending 'dendrogram' objects in R, letting you visualize and compare trees of 'hierarchical clusterings'. You can (1) Adjust a tree's graphical parameters - the color, size, type, etc of its branches, nodes and labels. (2) Visually and statistically compare different 'dendrograms' to one another.

  • Maintainer: Tal Galili
  • License: GPL-2 | GPL-3
  • Last published: 2024-11-15