Package: Certara.DarwinReporter 2.0.1

Certara.DarwinReporter: Data Visualization Utilities for 'pyDarwin' Machine Learning Pharmacometric Model Development

Utilize the 'shiny' interface for visualizing results from a 'pyDarwin' (<https://certara.github.io/pyDarwin/>) machine learning pharmacometric model search. It generates Goodness-of-Fit plots and summary tables for selected models, allowing users to customize diagnostic outputs within the interface. The underlying R code for generating plots and tables can be extracted for use outside the interactive session. Model diagnostics can also be incorporated into an R Markdown document and rendered in various output formats.

Authors:James Craig [aut, cre], Michael Tomashevskiy [aut], Mike Talley [aut], Certara USA, Inc [cph, fnd]

Certara.DarwinReporter_2.0.1.tar.gz
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Certara.DarwinReporter.pdf |Certara.DarwinReporter.html
Certara.DarwinReporter/json (API)

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

Bug tracker:https://github.com/certara/r-darwinreporter/issues

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

On CRAN:

Conda:

1.70 score 11 exports 143 dependencies

Last updated 3 days agofrom:38fdff3bcc. Checks:9 OK. Indexed: yes.

TargetResultLatest binary
Doc / VignettesOKMar 08 2025
R-4.5-winOKMar 08 2025
R-4.5-macOKMar 08 2025
R-4.5-linuxOKMar 08 2025
R-4.4-winOKMar 08 2025
R-4.4-macOKMar 08 2025
R-4.4-linuxOKMar 08 2025
R-4.3-winOKMar 08 2025
R-4.3-macOKMar 08 2025

Exports:darwin_datadarwinReportUIfitness_penalties_vs_iterationfitness_vs_iterationget_eps_shkget_eta_shkimport_key_modelssummarise_fitness_by_iterationsummarise_fitness_penalties_by_iterationsummarise_overall_by_key_modelstheme_certara

Dependencies:askpassassertthatbackportsbase64encbitbit64bslibcachemcallrCertara.Xpose.NLMEcheckmateclassclassIntclicliprcolorspacecolourpickercommonmarkcpp11crayoncrosstalkcurldata.tabledigestdplyrDTe1071eggellipsisevaluatefansifarverfastmapflextablefontawesomefontBitstreamVerafontLiberationfontquiverforcatsfsgdtoolsgenericsGGallyggforceggplot2ggstatsgluegridExtragtablehighrhmshtmltoolshtmlwidgetshttpuvhttrisobandjquerylibjsonliteKernSmoothknitrlabelinglaterlatticelazyevallearnrlifecyclemagrittrmarkdownMASSMatrixmemoisemgcvmimeminiUImunsellnlmeofficeropensslpatchworkpillarpkgconfigplotlyplyrpolyclipprettyunitsprocessxprogresspromisesproxypspurrrR.cacheR.methodsS3R.ooR.utilsR6raggrappdirsRColorBrewerRcppRcppEigenreadrrenvrlangrmarkdownrprojrootsassscalesshinyshinyAceshinyjquishinyjsshinymetashinyTreeshinyWidgetssortablesourcetoolsstringistringrstylersurvivalsyssystemfontstextshapingtibbletidyrtidyselecttinytextweenrtzdbutf8uuidvctrsviridisLitevpcvroomwithrxfunxml2xposextableyamlzip