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iraceplot: Plots for Visualizing the Data Produced by the 'irace' Package

Graphical visualization tools for analyzing the data produced by 'irace'. The 'iraceplot' package enables users to analyze the performance and the parameter space data sampled by the configuration during the search process. It provides a set of functions that generate different plots to visualize the configurations sampled during the execution of 'irace' and their performance. The functions just require the log file generated by 'irace' and, in some cases, they can be used with user-provided data.

Version: 2.0.0
Depends: R (≥ 4.0.0)
Imports: irace (≥ 4.0.0), cli, data.table, dplyr, DT, forcats, fs, ggforce, ggplot2 (≥ 3.3.6), gridExtra, knitr, labeling, matrixStats (≥ 0.55), plotly, rlang, rmarkdown (≥ 2.7), stats, tibble, tidyr, truncnorm, utils, viridisLite, withr
Suggests: testthat (≥ 3.0.0)
Published: 2024-11-27
DOI: 10.32614/CRAN.package.iraceplot
Author: Manuel López-Ibáñez ORCID iD [aut, cre], Pablo Oñate Marín [aut], Leslie Pérez Cáceres ORCID iD [aut]
Maintainer: Manuel López-Ibáñez <manuel.lopez-ibanez at manchester.ac.uk>
BugReports: https://github.com/auto-optimization/iraceplot/issues
License: MIT + file LICENSE
URL: https://auto-optimization.github.io/iraceplot/, https://github.com/auto-optimization/iraceplot/
NeedsCompilation: no
Materials: README NEWS
CRAN checks: iraceplot results

Documentation:

Reference manual: iraceplot.pdf
Vignettes: The iraceplot package (source, R code)

Downloads:

Package source: iraceplot_2.0.0.tar.gz
Windows binaries: r-devel: iraceplot_2.0.0.zip, r-release: iraceplot_2.0.0.zip, r-oldrel: iraceplot_2.0.0.zip
macOS binaries: r-release (arm64): iraceplot_2.0.0.tgz, r-oldrel (arm64): iraceplot_2.0.0.tgz, r-release (x86_64): iraceplot_2.0.0.tgz, r-oldrel (x86_64): iraceplot_2.0.0.tgz
Old sources: iraceplot archive

Linking:

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