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Certara.DarwinReporter: Data Visualization Utilities for 'pyDarwin' Machine LearningPharmacometric 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.

Version:2.0.1
Depends:R (≥ 4.1.0)
Imports:DT,colourpicker,shinyAce,shinymeta, utils,ggplot2,xpose,Certara.Xpose.NLME,dplyr,jsonlite,tidyr,flextable,shinyjqui, grDevices,plotly,scales,shiny (≥ 1.7.0),shinyjs,shinyWidgets,bslib (≥ 0.7.0),shinyTree (≥ 0.3.1),sortable
Suggests:knitr,rmarkdown,data.table,readr,testthat (≥ 3.0.0)
Published:2025-03-07
DOI:10.32614/CRAN.package.Certara.DarwinReporter
Author:James Craig [aut, cre], Michael Tomashevskiy [aut], Mike Talley [aut], Certara USA, Inc [cph, fnd]
Maintainer:James Craig <james.craig at certara.com>
License:LGPL-3
URL:https://certara.github.io/R-DarwinReporter/
NeedsCompilation:no
Materials:README
CRAN checks:Certara.DarwinReporter results

Documentation:

Reference manual:Certara.DarwinReporter.html ,Certara.DarwinReporter.pdf

Downloads:

Package source: Certara.DarwinReporter_2.0.1.tar.gz
Windows binaries: r-devel:Certara.DarwinReporter_2.0.1.zip, r-release:Certara.DarwinReporter_2.0.1.zip, r-oldrel:Certara.DarwinReporter_2.0.1.zip
macOS binaries: r-release (arm64):Certara.DarwinReporter_2.0.1.tgz, r-oldrel (arm64):Certara.DarwinReporter_2.0.1.tgz, r-release (x86_64):Certara.DarwinReporter_2.0.1.tgz, r-oldrel (x86_64):Certara.DarwinReporter_2.0.1.tgz

Reverse dependencies:

Reverse suggests:Certara.RDarwin

Linking:

Please use the canonical formhttps://CRAN.R-project.org/package=Certara.DarwinReporterto link to this page.


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