Package: iraceplot 1.9.9000

Manuel López-Ibáñez

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.

Authors:Manuel López-Ibáñez [aut, cre], Pablo Oñate Marín [aut], Leslie Pérez Cáceres [aut]

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iraceplot.pdf |iraceplot.html✨
iraceplot/json (API)
NEWS

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

Peer review:

Bug tracker:https://github.com/auto-optimization/iraceplot/issues

On CRAN:

iraceparameter-tuning

5.65 score 5 stars 10 scripts 237 downloads 29 exports 83 dependencies

Last updated 13 hours agofrom:54b606cf2f. Checks:OK: 5 NOTE: 2. Indexed: yes.

TargetResultDate
Doc / VignettesOKNov 20 2024
R-4.5-winNOTENov 20 2024
R-4.5-linuxNOTENov 20 2024
R-4.4-winOKNov 20 2024
R-4.4-macOKNov 20 2024
R-4.3-winOKNov 20 2024
R-4.3-macOKNov 20 2024

Exports:ablation_plotboxplot_performanceboxplot_testboxplot_trainingconfigurations_displayhas_testing_datairace_summariseparallel_catparallel_coordparameters_summariseparameters_treeplot_configurationsplot_experiments_matrixplot_modelread_ablogfileread_logfilereportsampling_distancesampling_frequencysampling_frequency_iterationsampling_heatmapsampling_heatmap2sampling_piescatter_performancescatter_testscatter_trainingsummarise_by_configurationsummarise_by_instancesummarise_by_iteration

Dependencies:askpassbase64encbslibcachemclicolorspacecpp11crosstalkcurldata.tabledigestdplyrDTevaluatefansifarverfastmapfontawesomeforcatsfsgenericsggforceggplot2gluegridExtragtablehighrhtmltoolshtmlwidgetshttpuvhttriraceisobandjquerylibjsonliteknitrlabelinglaterlatticelazyevallifecyclemagrittrMASSMatrixmatrixStatsmemoisemgcvmimemunsellnlmeopensslpillarpkgconfigplotlypolyclippromisespurrrR6rappdirsRColorBrewerRcppRcppEigenrlangrmarkdownsassscalesspacefillrstringistringrsyssystemfontstibbletidyrtidyselecttinytextruncnormtweenrutf8vctrsviridisLitewithrxfunyaml

The iraceplot package

Rendered fromiraceplot_package.Rmdusingknitr::rmarkdownon Nov 20 2024.

Last update: 2024-09-01
Started: 2021-02-05