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Certara.DarwinReporter  

Data Visualization Utilities for 'pyDarwin' Machine Learning Pharmacometric Model Development
View on CRAN: Click here


Download and install Certara.DarwinReporter package within the R console
Install from CRAN:
install.packages("Certara.DarwinReporter")

Install from Github:
library("remotes")
install_github("cran/Certara.DarwinReporter")

Install by package version:
library("remotes")
install_version("Certara.DarwinReporter", "2.0.1")



Attach the package and use:
library("Certara.DarwinReporter")
Maintained by
James Craig
[Scholar Profile | Author Map]
First Published: 2025-03-07
Latest Update: 2025-03-07
Description:
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.
How to cite:
James Craig (2025). Certara.DarwinReporter: Data Visualization Utilities for 'pyDarwin' Machine Learning Pharmacometric Model Development. R package version 2.0.1, https://cran.r-project.org/web/packages/Certara.DarwinReporter. Accessed 10 May. 2025.
Previous versions and publish date:
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Complete documentation for Certara.DarwinReporter
Functions, R codes and Examples using the Certara.DarwinReporter R package
Full Certara.DarwinReporter package functions and examples
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