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Many models contain tuning parameters (i.e. parameters that cannot be directly estimated from the data). These tools can be used to define objects for creating, simulating, or validating values for such parameters.
| Version: | 1.3.0 |
| Depends: | R (≥ 3.4), scales (≥ 1.3.0) |
| Imports: | cli, DiceDesign, dplyr (≥ 0.8.5), glue, hardhat (≥ 1.1.0), lifecycle, pillar, purrr, rlang (≥ 1.1.0), sfd, tibble, utils, vctrs (≥ 0.3.8), withr |
| Suggests: | covr, ggplot2, kernlab, knitr, rmarkdown, rpart, testthat (≥ 3.1.9), xml2 |
| Published: | 2024-07-30 |
| DOI: | 10.32614/CRAN.package.dials |
| Author: | Max Kuhn [aut], Hannah Frick [aut, cre], Posit Software, PBC [cph, fnd] |
| Maintainer: | Hannah Frick <hannah at posit.co> |
| BugReports: | https://github.com/tidymodels/dials/issues |
| License: | MIT + file LICENSE |
| URL: | https://dials.tidymodels.org, https://github.com/tidymodels/dials |
| NeedsCompilation: | no |
| Materials: | README NEWS |
| CRAN checks: | dials results |
| Reference manual: | dials.pdf |
| Vignettes: |
Working with Tuning Parameters (source, R code) |
| Package source: | dials_1.3.0.tar.gz |
| Windows binaries: | r-devel: dials_1.3.0.zip, r-release: dials_1.3.0.zip, r-oldrel: dials_1.3.0.zip |
| macOS binaries: | r-release (arm64): dials_1.3.0.tgz, r-oldrel (arm64): dials_1.3.0.tgz, r-release (x86_64): dials_1.3.0.tgz, r-oldrel (x86_64): dials_1.3.0.tgz |
| Old sources: | dials archive |
| Reverse imports: | agua, autostats, baguette, bonsai, censored, discrim, fastml, finetune, finnts, flipr, healthyR.ai, ldmppr, MachineShop, modeltime, modeltime.resample, rules, tabnet, tidyclust, tidydann, tidyfit, tidymodels, tidysdm, tune, viralmodels |
| Reverse suggests: | embed, healthyR.ts, modeltime.ensemble, parsnip, recipes, textrecipes, themis, workflows, workflowsets |
Please use the canonical form https://CRAN.R-project.org/package=dials to link to this page.
These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.