autostats: Auto Stats
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年06月04日
Author:
Harrison Tietze [aut, cre]
Maintainer:
Harrison Tietze <harrison4192 at gmail.com>
NeedsCompilation:
no
Documentation:
Downloads:
Reverse dependencies:
Linking:
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