Package: modelDown 1.1

Kamil Romaszko

modelDown: Make Static HTML Website for Predictive Models

Website generator with HTML summaries for predictive models. This package uses 'DALEX' explainers to describe global model behavior. We can see how well models behave (tabs: Model Performance, Auditor), how much each variable contributes to predictions (tabs: Variable Response) and which variables are the most important for a given model (tabs: Variable Importance). We can also compare Concept Drift for pairs of models (tabs: Drifter). Additionally, data available on the website can be easily recreated in current R session. Work on this package was financially supported by the NCN Opus grant 2017/27/B/ST6/01307 at Warsaw University of Technology, Faculty of Mathematics and Information Science.

Authors:Przemyslaw Biecek [aut], Magda Tatarynowicz [aut], Kamil Romaszko [aut, cre], Mateusz Urbanski [aut]

modelDown_1.1.tar.gz
modelDown_1.1.zip(r-4.5)modelDown_1.1.zip(r-4.4)modelDown_1.1.zip(r-4.3)
modelDown_1.1.tgz(r-4.4-any)modelDown_1.1.tgz(r-4.3-any)
modelDown_1.1.tar.gz(r-4.5-noble)modelDown_1.1.tar.gz(r-4.4-noble)
modelDown_1.1.tgz(r-4.4-emscripten)modelDown_1.1.tgz(r-4.3-emscripten)
modelDown.pdf |modelDown.html
modelDown/json (API)

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

Peer review:

Bug tracker:https://github.com/modeloriented/modeldown/issues

On CRAN:

5.80 score 119 stars 15 scripts 129 downloads 1 mentions 1 exports 148 dependencies

Last updated 4 years agofrom:c1f230791c. Checks:OK: 1 NOTE: 6. Indexed: yes.

TargetResultDate
Doc / VignettesOKNov 01 2024
R-4.5-winNOTENov 01 2024
R-4.5-linuxNOTENov 01 2024
R-4.4-winNOTENov 01 2024
R-4.4-macNOTENov 01 2024
R-4.3-winNOTENov 01 2024
R-4.3-macNOTENov 01 2024

Exports:modelDown

Dependencies:archivistaskpassauditorbase64encbitbit64bitopsblobbreakDownbrewbriobslibcachemcallrclicliprcodetoolscolorspacecommonmarkcpp11crayoncredentialscrosstalkcurlDALEXDBIdescdevtoolsdiffobjdigestdownlitdplyrdrifterDTellipsisevaluatefansifarverfastmapflockfontawesomeforeachfsgenericsgertggplot2ggrepelghgitcredsglueGPArotationgridExtragtablehighrhnphtmltoolshtmlwidgetshttpuvhttrhttr2iBreakDowningredientsiniisobanditeratorsjquerylibjsonlitekableExtrakernelshapknitrlabelinglaterlatticelazyevallifecyclelubridatemagrittrMASSMatrixmemoisemgcvmimeminiUImnormtmunsellnlmeopensslpillarpkgbuildpkgconfigpkgdownpkgloadplogrpraiseprettyunitsprocessxprofvispromisespspsychpurrrR6raggrappdirsrcmdcheckRColorBrewerRcppRCurlrematch2remotesrlangrmarkdownroxygen2rprojrootRSQLiterstudioapirversionssassscalessessioninfoshinysourcetoolsstringistringrsvglitesyssystemfontstestthattextshapingtibbletidyrtidyselecttimechangetinytexurlcheckerusethisutf8vctrsviridisLitewaldowhiskerwithrxfunxml2xopenxtableyamlzip