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: | 0.0.6 |
| 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,tune (≥ 1.3.0) |
| 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: | 2025-05-12 |
| 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 + fileLICENSE |
| URL: | https://www.spsanderson.com/tidyAML/,https://github.com/spsanderson/tidyAML |
| NeedsCompilation: | no |
| Materials: | README,NEWS |
| CRAN checks: | tidyAML results |