CRAN/E | autostats

autostats

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Installation

About

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.

harrison4192.github.io/autostats/
github.com/Harrison4192/autostats
Bug report File report

Key Metrics

Version 0.4.0
R ≥ 3.5.0
Published 2022-11-07 536 days ago
Needs compilation? no
License MIT
License File
CRAN checks autostats results

Downloads

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Maintainer

Maintainer

Harrison Tietze

harrison4192@gmail.com

Authors

Harrison Tietze

aut / cre

Material

README
NEWS
Reference manual
Package source

Vignettes

autostats
tidy xgboost

macOS

r-release

arm64

r-oldrel

arm64

r-release

x86_64

r-oldrel

x86_64

Windows

r-devel

x86_64

r-release

x86_64

r-oldrel

x86_64

Old Sources

autostats archive

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

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Reverse Imports

TidyConsultant