Package: langevitour 0.7.0

langevitour: Langevin Tour

An HTML widget that randomly tours 2D projections of numerical data. A random walk through projections of the data is shown. The user can manipulate the plot to use specified axes, or turn on Guided Tour mode to find an informative projection of the data. Groups within the data can be hidden or shown, as can particular axes. Points can be brushed, and the selection can be linked to other widgets using crosstalk. The underlying method to produce the random walk and projection pursuit uses Langevin dynamics. The widget can be used from within R, or included in a self-contained R Markdown or Quarto document or presentation, or used in a Shiny app.

Authors:Paul Harrison [aut, cre]

langevitour_0.7.0.tar.gz
langevitour_0.7.0.zip(r-4.5)langevitour_0.7.0.zip(r-4.4)langevitour_0.7.0.zip(r-4.3)
langevitour_0.7.0.tgz(r-4.4-any)langevitour_0.7.0.tgz(r-4.3-any)
langevitour_0.7.0.tar.gz(r-4.5-noble)langevitour_0.7.0.tar.gz(r-4.4-noble)
langevitour_0.7.0.tgz(r-4.4-emscripten)langevitour_0.7.0.tgz(r-4.3-emscripten)
langevitour.pdf |langevitour.html
langevitour/json (API)
NEWS

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

Peer review:

Bug tracker:https://github.com/pfh/langevitour/issues

Datasets:
  • zeiselPC - Principal components of scRNA-Seq of mouse brain cells

On CRAN:

javascript-applicationslangevin-dynamicstourvisualization

6.74 score 25 stars 1 packages 21 scripts 602 downloads 4 exports 31 dependencies

Last updated 3 months agofrom:3179d29f11. Checks:OK: 1 NOTE: 6. Indexed: yes.

TargetResultDate
Doc / VignettesOKOct 31 2024
R-4.5-winNOTEOct 31 2024
R-4.5-linuxNOTEOct 31 2024
R-4.4-winNOTEOct 31 2024
R-4.4-macNOTEOct 31 2024
R-4.3-winNOTEOct 31 2024
R-4.3-macNOTEOct 31 2024

Exports:knnDenoiselangevitourlangevitourOutputrenderLangevitour

Dependencies:assertthatbase64encbslibcachemclicrosstalkdigestevaluatefastmapfontawesomefsgluehighrhtmltoolshtmlwidgetsjquerylibjsonliteknitrlazyevallifecyclememoisemimeR6RANNrappdirsrlangrmarkdownsasstinytexxfunyaml

Usage example

Rendered fromusage.Rmdusingknitr::rmarkdownon Oct 31 2024.

Last update: 2022-10-02
Started: 2022-03-19