Package: heatmaply 1.5.0

heatmaply: Interactive Cluster Heat Maps Using 'plotly' and 'ggplot2'

Create interactive cluster 'heatmaps' that can be saved as a stand- alone HTML file, embedded in 'R Markdown' documents or in a 'Shiny' app, and available in the 'RStudio' viewer pane. Hover the mouse pointer over a cell to show details or drag a rectangle to zoom. A 'heatmap' is a popular graphical method for visualizing high-dimensional data, in which a table of numbers are encoded as a grid of colored cells. The rows and columns of the matrix are ordered to highlight patterns and are often accompanied by 'dendrograms'. 'Heatmaps' are used in many fields for visualizing observations, correlations, missing values patterns, and more. Interactive 'heatmaps' allow the inspection of specific value by hovering the mouse over a cell, as well as zooming into a region of the 'heatmap' by dragging a rectangle around the relevant area. This work is based on the 'ggplot2' and 'plotly.js' engine. It produces similar 'heatmaps' to 'heatmap.2' with the advantage of speed ('plotly.js' is able to handle larger size matrix), the ability to zoom from the 'dendrogram' panes, and the placing of factor variables in the sides of the 'heatmap'.

Authors:Tal Galili [aut, cre, cph], Alan O'Callaghan [aut], Jonathan Sidi [ctb], Jaehyun Joo [ctb], Yoav Benjamini [ths], Mathew Simenc [ctb]

heatmaply_1.5.0.tar.gz
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heatmaply_1.5.0.tgz(r-4.4-any)heatmaply_1.5.0.tgz(r-4.3-any)
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heatmaply.pdf |heatmaply.html
heatmaply/json (API)
NEWS

# Install 'heatmaply' in R:
install.packages('heatmaply', repos = c('https://talgalili.r-universe.dev', 'https://cloud.r-project.org'))

Peer review:

Bug tracker:https://github.com/talgalili/heatmaply/issues

Pkgdown site:https://talgalili.github.io

On CRAN:

d3-heatmapdendextenddendrogramggplot2heatmapplotly

13.92 score 380 stars 45 packages 2.0k scripts 5.5k downloads 45 mentions 38 exports 93 dependencies

Last updated 7 months agofrom:424dae0043. Checks:3 OK, 4 NOTE. Indexed: yes.

TargetResultLatest binary
Doc / VignettesOKJan 12 2025
R-4.5-winNOTEJan 12 2025
R-4.5-linuxNOTEJan 12 2025
R-4.4-winNOTEJan 12 2025
R-4.4-macNOTEJan 12 2025
R-4.3-winOKJan 12 2025
R-4.3-macOKJan 12 2025

Exports:BluesBrBGBuGnBuPucool_warmggheatmapGnBuGreensGreysheatmaplyheatmaply_corheatmaply_naheatmapris.heatmapris.na10is.plotlynormalizeOrangesOrRdpercentizePiYGPRGnPuBuPuBuGnPuOrPuRdPurplesRdBuRdGyRdPuRdYlBuRdYlGnRedsSpectralYlGnYlGnBuYlOrBrYlOrRd

Dependencies:askpassassertthatbase64encbslibcacachemcallrcliclustercodetoolscolorspacecpp11crosstalkcurldata.tabledendextenddigestdplyreggevaluatefansifarverfastmapfontawesomeforeachfsgclusgenericsggplot2gluegridExtragtablehighrhtmltoolshtmlwidgetshttrisobanditeratorsjquerylibjsonliteknitrlabelinglaterlatticelazyevallifecyclemagrittrMASSMatrixmemoisemgcvmimemunsellnlmeopensslpermutepillarpkgconfigplotlyplyrprocessxpromisespspurrrqapR6rappdirsRColorBrewerRcppregistryreshape2rlangrmarkdownsassscalesseriationstringistringrsystibbletidyrtidyselecttinytexTSPutf8vctrsveganviridisviridisLitewebshotwithrxfunyaml

Introduction to heatmaply

Rendered fromheatmaply.Rmdusingknitr::rmarkdownon Jan 12 2025.

Last update: 2022-10-08
Started: 2016-05-25

Readme and manuals

Help Manual

Help pageTopics
ggplot heatmap equivalent to heatmaplyggheatmap
Side color plots for heatmapsggplot_side_color_plot
Cluster heatmap based on plotlyheatmaply heatmaply.default heatmaply.heatmapr heatmaply_cor heatmaply_na
Creates a heatmapr objectheatmapr
Is the object of class heatmapris.heatmapr
Indicates which elements are missing (either 1 and 0)is.na10
Checks if an object is of class plotly or not.is.plotly
Normalization transformation (0-1)normalize normalize.data.frame normalize.default normalize.matrix
Empirical Percentile Transformationpercentize percentize.data.frame percentize.default percentize.matrix
RColorBrewer color Ramp PaletteBlues BrBG BuGn BuPu cool_warm GnBu Greens Greys Oranges OrRd PiYG PRGn PuBu PuBuGn PuOr PuRd Purples RColorBrewer_colors RdBu RdGy RdPu RdYlBu RdYlGn Reds Spectral YlGn YlGnBu YlOrBr YlOrRd