CRAN/E | parsnip

parsnip

A Common API to Modeling and Analysis Functions

Installation

About

A common interface is provided to allow users to specify a model without having to remember the different argument names across different functions or computational engines (e.g. 'R', 'Spark', 'Stan', 'H2O', etc).

github.com/tidymodels/parsnip
parsnip.tidymodels.org/
Bug report File report

Key Metrics

Version 1.2.1
R ≥ 3.6
Published 2024-03-22 35 days ago
Needs compilation? no
License MIT
License File
CRAN checks parsnip results

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Maintainer

Maintainer

Max Kuhn

max@posit.co

Authors

Max Kuhn

aut / cre

Davis Vaughan

aut

Emil Hvitfeldt

ctb

Posit Software
PBC

cph / fnd

Material

README
NEWS
Reference manual
Package source

Vignettes

Introduction to parsnip

macOS

r-release

arm64

r-oldrel

arm64

r-release

x86_64

Windows

r-devel

x86_64

r-release

x86_64

r-oldrel

x86_64

Old Sources

parsnip archive

Depends

R ≥ 3.6

Imports

cli
dplyr ≥ 1.1.0
generics ≥ 0.1.2
ggplot2
globals
glue
hardhat ≥ 1.1.0
lifecycle
magrittr
pillar
prettyunits
purrr ≥ 1.0.0
rlang ≥ 0.3.1
stats
tibble ≥ 2.1.1
tidyr ≥ 1.3.0
utils
vctrs ≥ 0.6.0
withr

Suggests

C50
bench
covr
dials ≥ 1.1.0
earth
ggrepel
keras
kernlab
kknn
knitr
LiblineaR
MASS
Matrix
mgcv
modeldata
nlme
prodlim
ranger ≥ 0.12.0
remotes
rmarkdown
rpart
sparklyr ≥ 1.0.0
survival
tensorflow
testthat ≥ 3.0.0
xgboost ≥ 1.5.0.1

Reverse Depends

additive
agua
baguette
bayesian
bonsai
censored
discrim
multilevelmod
plsmod
poissonreg
rules
tidyAML

Reverse Imports

cuda.ml
finetune
finnts
healthyR.ai
healthyR.ts
imputeGeneric
MLDataR
modeltime
modeltime.ensemble
modeltime.resample
nestedmodels
offsetreg
ppsr
shinymodels
SSLR
stacks
text
tidyclust
tidydann
tidymodels
tidysdm
tune
viraldomain
viralmodels
viralx
viruslearner
workflows
workflowsets

Reverse Suggests

broom.helpers
bundle
butcher
coefplot
condvis2
easyalluvial
effectsize
forestControl
ggeffects
gtsummary
infer
insight
MachineShop
marginaleffects
mmrm
probably
recipes
sparklyr
survex
tabnet
tidyposterior
tidypredict
timetk
vetiver

Reverse Enhances

vip