Package: comparer 0.2.4.9000
comparer: Compare Output and Run Time
Quickly run experiments to compare the run time and output of code blocks. The function mbc() can make fast comparisons of code, and will calculate statistics comparing the resulting outputs. It can be used to compare model fits to the same data or see which function runs faster. The R6 class ffexp$new() runs a function using all possible combinations of selected inputs. This is useful for comparing the effect of different parameter values. It can also run in parallel and automatically save intermediate results, which is very useful for long computations.
Authors:
comparer_0.2.4.9000.tar.gz
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comparer.pdf |comparer.html✨
comparer/json (API)
NEWS
| # Install 'comparer' in R: |
| install.packages('comparer', repos = c('https://collinerickson.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/collinerickson/comparer/issues
Last updated 29 days agofrom:5cf96f6964. Checks:OK: 7. Indexed: yes.
| Target | Result | Date |
|---|---|---|
| Doc / Vignettes | OK | Oct 09 2024 |
| R-4.5-win | OK | Oct 09 2024 |
| R-4.5-linux | OK | Oct 09 2024 |
| R-4.4-win | OK | Oct 09 2024 |
| R-4.4-mac | OK | Oct 09 2024 |
| R-4.3-win | OK | Oct 09 2024 |
| R-4.3-mac | OK | Oct 09 2024 |
Exports:ffexphypembcpar_discretenumpar_integerpar_log10par_orderedpar_unifpar_unorderedR6_hypeR6_par_discretenumR6_par_hypeR6_par_integerR6_par_log10R6_par_orderedR6_par_unifR6_par_unordered
Dependencies:base64encbslibcachemclicolorspacecpp11crayondigestdplyrevaluatefansifarverfastmapfontawesomefsGauProgenericsggplot2gluegtablehighrhmshtmltoolsisobandjquerylibjsonliteknitrlabelinglatticelbfgslifecyclemagrittrMASSMatrixmemoisemgcvmimemixoptmunsellnlmenumDerivpillarpkgconfigplyrprettyunitsprogresspurrrR6rappdirsRColorBrewerRcppRcppArmadillorlangrmarkdownsassscalessplitfngrstringistringrtibbletidyrtidyselecttinytexutf8vctrsviridisLitewithrxfunyaml
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| Full factorial experiment | ffexp |
| Hyperparameter optimization | hype |
| Model benchmark compare | mbc |
| Parameter with uniform distribution for hyperparameter optimization | par_discretenum |
| Parameter with uniform distribution over integer range for hyperparameter optimization | par_integer |
| Hyperparameter on log10 scale | par_log10 |
| Hyperparameter of discrete (factor) variable | par_ordered |
| Uniform parameter | par_unif |
| Hyperparameter of discrete (factor) variable | par_unordered |
| Plot mbc class | plot.mbc |
| Print mbc class | print.mbc |
| Hyperparameter optimization | R6_hype |
| R6 object for discrete numeric | R6_par_discretenum |
| Parameter for hyperparameter optimization | R6_par_hype |
| Parameter with uniform distribution over integer range for hyperparameter optimization | R6_par_integer |
| R6 class for hyperparameter on log10 scale | R6_par_log10 |
| R6 class for hyperparameter of discrete (factor) variable | R6_par_ordered |
| R6 class for Uniform parameter | R6_par_unif |
| R6 class for hyperparameter of discrete (factor) variable | R6_par_unordered |
