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Automatically do statistical exploration. Create formulas using 'tidyselect' syntax, and then determine cross-validated model accuracy and variable contributions using 'glm' and 'xgboost'. Contains additional helper functions to create and modify formulas. Has a flagship function to quickly determine relationships between categorical and continuous variables in the data set.
| Version: | 0.4.1 |
| Depends: | R (≥ 3.5.0) |
| Imports: | dplyr, stringr, tidyselect, purrr, janitor, tibble, rlang, stats, rlist, broom, magrittr, ggeasy, ggplot2, jtools, gtools, ggthemes, patchwork, tidyr, xgboost, parsnip, recipes, rsample, tune, workflows, framecleaner, presenter, yardstick, dials, party, data.table, nnet, recosystem, Ckmeans.1d.dp, broom.mixed, igraph |
| Suggests: | knitr, rmarkdown, forcats, parallel, doParallel, hardhat, flextable, glmnet, ggstance, Matrix, BBmisc, readr, lubridate, ranger, XICOR |
| Published: | 2024-06-04 |
| DOI: | 10.32614/CRAN.package.autostats |
| Author: | Harrison Tietze [aut, cre] |
| Maintainer: | Harrison Tietze <harrison4192 at gmail.com> |
| BugReports: | https://github.com/Harrison4192/autostats/issues |
| License: | MIT + file LICENSE |
| URL: | https://harrison4192.github.io/autostats/, https://github.com/Harrison4192/autostats |
| NeedsCompilation: | no |
| Materials: | README NEWS |
| CRAN checks: | autostats results |
| Reference manual: | autostats.pdf |
| Vignettes: |
autostats tidy xgboost |
| Package source: | autostats_0.4.1.tar.gz |
| Windows binaries: | r-devel: autostats_0.4.1.zip, r-release: autostats_0.4.1.zip, r-oldrel: autostats_0.4.1.zip |
| macOS binaries: | r-release (arm64): autostats_0.4.1.tgz, r-oldrel (arm64): autostats_0.4.1.tgz, r-release (x86_64): autostats_0.4.1.tgz, r-oldrel (x86_64): autostats_0.4.1.tgz |
| Old sources: | autostats archive |
| Reverse imports: | tidybins, TidyConsultant |
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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.
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