Package: lionfish 1.0.28

lionfish: Interactive 'tourr' Using 'python'

Extends the functionality of the 'tourr' package by an interactive graphical user interface. The interactivity allows users to effortlessly refine their 'tourr' results by manual intervention, which allows for integration of expert knowledge and aids the interpretation of results. For more information on 'tourr' see Wickham et. al (2011) <doi:10.18637/jss.v040.i02> or <https://github.com/ggobi/tourr>.

Authors:Matthias Medl [aut, cre]

lionfish_1.0.28.tar.gz
lionfish_1.0.28.zip(r-4.7)lionfish_1.0.28.zip(r-4.6)lionfish_1.0.28.zip(r-4.5)
lionfish_1.0.28.tgz(r-4.6-any)lionfish_1.0.28.tgz(r-4.5-any)
lionfish_1.0.28.tar.gz(r-4.7-any)lionfish_1.0.28.tar.gz(r-4.6-any)
lionfish_1.0.28.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
DESCRIPTION |NEWS
card.svg |card.png
lionfish/json (API)

# Install 'lionfish' in R:
install.packages('lionfish', repos = c('https://mmedl94.r-universe.dev', 'https://cloud.r-project.org'))

Bug tracker:https://github.com/mmedl94/lionfish/issues

Pkgdown/docs site:https://mmedl94.github.io

Datasets:

On CRAN:

Conda:

data-siencedata-visualizationdimensionality-reductionexploratory-data-analysisinteractiveinteractive-visualizationstourr

5.08 score 1 stars 15 scripts 257 downloads 10 exports 73 dependencies

Last updated from:6e31fd3058. Checks:9 OK. Indexed: yes.

TargetResultTimeFilesSyslog
linux-devel-x86_64OK179
source / vignettesOK276
linux-release-x86_64OK172
macos-release-arm64OK174
macos-oldrel-arm64OK166
windows-develOK91
windows-releaseOK112
windows-oldrelOK147
wasm-releaseOK190

Exports:check_conda_envcheck_venvget_guided_holes_better_historyget_guided_holes_historyget_guided_lda_historyget_local_historyinit_envinteractive_tourload_interactive_tourrender_proj_inter

Dependencies:abindalphahullashbitopsbootcassowaryrclicpp11crayondata.tabledeldirdplyrenergyfarvergenericsgeozooggplot2gluegslgtableherehmsigraphinterpisobandjsonlitelabelinglatticelifecyclemagrittrMASSMatrixmgcvminervanlmepillarpkgconfigpngpolyclipprettyunitsprogressR.methodsS3R.ooR.utilsR6rappdirsRColorBrewerRcppRcppArmadilloRcppEigenRcppTOMLreticulaterlangrprojrootS7scalessgeostatspspatstat.dataspatstat.geomspatstat.randomspatstat.sparsespatstat.univarspatstat.utilssplancstensortibbletidyselecttourrutf8vctrsviridisLitewithr

Bioprocess Optimization
Overview | Preparing the data | Visualizing the full dataset | Feature preselection with random forests | Conclusion
Rendered fromBioprocess-Optimization.Rmdusingknitr::knitr

Last update: 2025-09-01
Started: 2025-03-03

General Interactivity
Overview | Setup | Dataset - Flea data | Currently supported general interactivity | Feature selection | Brushing and axis manipulation | Subset selection and highlighting | Resetting to original subsets | Updating currently displayed projection frames | Changing the number of bins of histograms | Animating the currently loaded tours | Setting a threshold for blending projection axes with a low length out | Saving and loading the state of the GUI | Initiating new tours
Rendered fromGeneral-interactivity.Rmdusingknitr::knitr

Last update: 2025-05-05
Started: 2025-03-03

Plot Objects
Overview | Setup | Dataset 1 - Flea data | Dataset 2 - Winter activities data | Currently supported display types | One dimensional tour | Example plot object | Interactivity | Two dimensional tour | Scatterplot | Histogram | Mosaic | Heatmap | Categorical cluster interface | Generating the displays
Rendered fromPlot-objects.Rmdusingknitr::knitr

Last update: 2025-05-05
Started: 2025-03-03

Market Segmentation
Overview | General note | Preparation | Installation of lionfish | Download github repository | Introduction | Interactive interface for partitioning | Austrian Vacation Activities dataset | Australian Vacation Activities dataset | Tourist risk taking dataset | Launch interactive tours from scratch
Rendered fromMarket-segmentation.Rmdusingknitr::knitr

Last update: 2025-03-24
Started: 2025-03-05