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Extending R's Dendrogram Functionality

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talgalili/dendextend

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dendextend

dendextend website (built usingpkgdown)

Table of contents:

Introduction

Class "dendrogram" provides general functions for handling tree-like structures in R. It is intended as a replacement for similar functions in hierarchical clustering and classification/regression trees, such that all of these can use the same engine for plotting or cutting trees.

However, many basic features are still missing from the dendrogram class. This package aims at filling in some gaps.

The dendextend package extending R core dendrogram functions.

Installation

To install and load dendextend, simply use:

install.packages('dendextend')# stable CRAN versionlibrary("dendextend")# load the package

Usage

Vignettes:

Also ceck out thedendextend tag in stackoverflow for more examples.

A notable sister package for dendextend isheatmaply for creating interactive cluster heatmaps using R (combining dendextend and plotly).

Getting help

Please post your question to stackoverflow using the tags:dendextend andr.

How to cite the dendextend package

The methods within the code package can be cited as:

 Tal Galili (2015). dendextend: an R package for visualizing, adjusting, and comparing trees of hierarchical clustering. Bioinformatics. DOI: 10.1093/bioinformatics/btv428

A BibTeX entry for LaTeX users is

 @Article{,   author = {Tal Galili},   title = {dendextend: an R package for visualizing, adjusting, and comparing trees of hierarchical clustering},   journal = {Bioinformatics},   year = {2015},   doi = {10.1093/bioinformatics/btv428},   url = {https://doi.org/10.1093/bioinformatics/btv428},   eprint = {https://academic.oup.com/bioinformatics/article-pdf/31/22/3718/17122682/btv428.pdf}, }

This free open-source software implements academic research by the authors and co-workers. If you useit, please support the project by citing the appropriate journal articles.

Submitting bug reports and patches

You are welcome to:

Before reporting bugs, please make sure you're using the latest version from github:

install.packages.2<-function (pkg) {if (!require(pkg,character.only=TRUE))    install.packages(pkg,character.only=TRUE)   }install.packages('remotes')remotes::install_github('talgalili/dendextend')# Having colorspace is also useful, since it is used# In various examples in the vignettesinstall.packages.2('colorspace')

Latest news

You can see the most recent changes to the package in theNEWS.md file

Code of conduct

Please note that this project is released with aContributor Code of Conduct. By participating in this project you agree to abide by its terms.

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