tidyAML: Automatic Machine Learning with 'tidymodels'
The goal of this package will be to provide a simple interface for automatic machine learning that fits the 'tidymodels' framework. The intention is to work for regression and classification problems with a simple verb framework.
| Version: | 0.0.5 |
| Depends: | parsnip, R (≥ 4.1.0) |
| Imports: | rlang (≥ 0.4.11), purrr (≥ 0.3.5), dplyr (≥ 1.0.10), rsample (≥ 1.1.0), workflows (≥ 1.1.2), forcats, workflowsets, tidyr, broom, ggplot2, magrittr |
| Suggests: | knitr, rmarkdown, stats, tibble, stringr, utils, recipes, multilevelmod, rules, poissonreg, censored, baguette, bonsai, brulee, rstanarm, dbarts, kknn, ranger, randomForest, LiblineaR, flexsurv, gee, glmnet, discrim, kernlab, klaR, mda, sda, sparsediscrim |
| Published: | 2024-03-12 |
| DOI: | 10.32614/CRAN.package.tidyAML |
| Author: | Steven Sanderson 
[aut, cre, cph] |
| Maintainer: | Steven Sanderson <spsanderson at gmail.com> |
| BugReports: | https://github.com/spsanderson/tidyAML/issues |
| License: | MIT + file LICENSE |
| URL: | https://www.spsanderson.com/tidyAML/, https://github.com/spsanderson/tidyAML |
| NeedsCompilation: | no |
| Materials: | README NEWS |
| CRAN checks: | tidyAML results |
Documentation:
| Reference manual: | tidyAML.pdf |
| Vignettes: |
Getting Started with tidyAML |
Downloads:
| Package source: | tidyAML_0.0.5.tar.gz |
| Windows binaries: | r-devel: tidyAML_0.0.5.zip, r-release: tidyAML_0.0.5.zip, r-oldrel: tidyAML_0.0.5.zip |
| macOS binaries: | r-devel (arm64): tidyAML_0.0.5.tgz, r-release (arm64): tidyAML_0.0.5.tgz, r-oldrel (arm64): tidyAML_0.0.5.tgz, r-devel (x86_64): tidyAML_0.0.5.tgz, r-release (x86_64): tidyAML_0.0.5.tgz, r-oldrel (x86_64): tidyAML_0.0.5.tgz |
| Old sources: | tidyAML archive |
Reverse dependencies:
| Reverse imports: | healthyverse |
Linking:
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