Package: butcher 0.3.4.9000

Julia Silge

butcher: Model Butcher

Provides a set of S3 generics to axe components of fitted model objects and help reduce the size of model objects saved to disk.

Authors:Joyce Cahoon [aut], Davis Vaughan [aut], Max Kuhn [aut], Alex Hayes [aut], Julia Silge [cre, aut], Posit, PBC [cph, fnd]

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butcher.pdf |butcher.html
butcher/json (API)
NEWS

# Install 'butcher' in R:
install.packages('butcher', repos = c('https://tidymodels.r-universe.dev', 'https://cloud.r-project.org'))

Peer review:

Bug tracker:https://github.com/tidymodels/butcher/issues

Pkgdown site:https://butcher.tidymodels.org

On CRAN:

11.13 score 132 stars 13 packages 148 scripts 5.0k downloads 9 exports 16 dependencies

Last updated 4 months agofrom:0d3bf50304. Checks:OK: 7. Indexed: yes.

TargetResultDate
Doc / VignettesOKDec 24 2024
R-4.5-winOKDec 24 2024
R-4.5-linuxOKDec 24 2024
R-4.4-winOKDec 24 2024
R-4.4-macOKDec 24 2024
R-4.3-winOKDec 24 2024
R-4.3-macOKDec 24 2024

Exports:axe_callaxe_ctrlaxe_dataaxe_envaxe_fittedbutcherlocatenew_model_butcherweigh

Dependencies:clicpp11crayonfansigluelifecyclelobstrmagrittrpillarpkgconfigprettyunitspurrrrlangtibbleutf8vctrs

Adding models to butcher

Rendered fromadding-models-to-butcher.Rmdusingknitr::rmarkdownon Dec 24 2024.

Last update: 2023-09-27
Started: 2019-07-12

Available axe methods

Rendered fromavailable-axe-methods.Rmdusingknitr::rmarkdownon Dec 24 2024.

Last update: 2024-08-26
Started: 2019-07-19

butcher

Rendered frombutcher.Rmdusingknitr::rmarkdownon Dec 24 2024.

Last update: 2023-09-27
Started: 2019-06-26

Readme and manuals

Help Manual

Help pageTopics
Axe a call.axe_call
Axe controls.axe_ctrl
Axe data.axe_data
Axe an environment.axe_env
Axe fitted values.axe_fitted
Axing a bart model.axe-bart axe_call.bart axe_fitted.bart
Axing a C5.0.axe-C5.0 axe_call.C5.0 axe_ctrl.C5.0 axe_fitted.C5.0
Axing a coxph.axe-coxph axe_data.coxph axe_env.coxph
Axing an earth object.axe-earth axe_call.earth axe_data.earth axe_fitted.earth
Axing an elnet.axe-elnet axe_call.elnet
Axing an flexsurvreg.axe-flexsurvreg axe_call.flexsurvreg axe_env.flexsurvreg
Axing formulas.axe-formula axe_env.formula
Axing functions.axe-function axe_env.function
Axing a gam.axe-gam axe_call.gam axe_ctrl.gam axe_data.gam axe_env.gam axe_fitted.gam
Axing a gausspr.axe-gausspr axe_call.gausspr axe_data.gausspr axe_env.gausspr axe_fitted.gausspr
Axing a glm.axe-glm axe_call.glm axe_data.glm axe_env.glm axe_fitted.glm
Axing a glmnet.axe-glmnet axe_call.glmnet
Axing a bagged tree.axe-classbagg axe-ipred axe-regbagg axe-survbagg axe_call.classbagg axe_call.regbagg axe_call.survbagg axe_ctrl.classbagg axe_ctrl.regbagg axe_ctrl.survbagg axe_data.classbagg axe_data.regbagg axe_data.survbagg axe_env.classbagg axe_env.regbagg axe_env.survbagg
Axing an kknn.axe-kknn axe_call.kknn axe_env.kknn axe_fitted.kknn
Axing a KMeansCluster.axe-KMeansCluster axe_call.KMeansCluster axe_fitted.KMeansCluster
Axing a kproto.axe-kproto axe_data.kproto axe_fitted.kproto
Axing a ksvm object.axe-ksvm axe_call.ksvm axe_data.ksvm axe_fitted.ksvm
Axing an lm.axe-lm axe_call.lm axe_env.lm axe_fitted.lm
Axing a MASS discriminant analysis object.axe-lda axe-mass axe-qda axe_env.lda axe_env.qda
Axing a mda.axe-mda axe_call.fda axe_call.mda axe_env.fda axe_env.mda axe_fitted.fda axe_fitted.mda
Axing an model_fit.axe-model_fit axe_call.model_fit axe_ctrl.model_fit axe_data.model_fit axe_env.model_fit axe_fitted.model_fit
Axing an multnet.axe-multnet axe_call.multnet
Axing a NaiveBayes.axe-NaiveBayes axe_call.NaiveBayes axe_data.NaiveBayes
Axing a nested_model_fit.axe-nested_model_fit axe_call.nested_model_fit axe_ctrl.nested_model_fit axe_data.nested_model_fit axe_env.nested_model_fit axe_fitted.nested_model_fit
Axing a nnet.axe-nnet axe_call.nnet axe_env.nnet axe_fitted.nnet
Axing mixOmics modelsaxe-mixo_pls axe-pls axe_call.mixo_pls axe_call.mixo_spls axe_data.mixo_pls axe_data.mixo_spls axe_fitted.mixo_pls axe_fitted.mixo_spls
Axing an randomForest.axe-randomForest axe_call.randomForest axe_ctrl.randomForest axe_env.randomForest
Axing an ranger.axe-ranger axe_call.ranger axe_fitted.ranger
Axing an rda.axe-klaR axe-rda axe_call.rda axe_env.rda
Axing a recipe object.axe-recipe axe_env.quosure axe_env.recipe axe_env.step axe_env.step_arrange axe_env.step_bagimpute axe_env.step_filter axe_env.step_geodist axe_env.step_impute_bag axe_env.step_impute_knn axe_env.step_interact axe_env.step_knnimpute axe_env.step_mutate axe_env.step_ratio axe_env.step_slice axe_fitted.recipe
Axing a rpart.axe-rpart axe_call.rpart axe_ctrl.rpart axe_data.rpart axe_env.rpart
Axing a sclass object.axe-sclass axe_call.sclass axe_env.sclass
Axing a spark object.axe-spark axe_call.ml_model axe_ctrl.ml_model axe_data.ml_model axe_fitted.ml_model
Axing an survreg.axe-survreg axe_call.survreg axe_data.survreg axe_env.survreg
Axing an survreg.penalaxe-survreg.penal axe_call.survreg.penal axe_data.survreg.penal axe_env.survreg.penal
Axing for terms inputs.axe-terms axe_env.terms
Axing a train object.axe-train axe_call.train axe_ctrl.train axe_data.train axe_env.train axe_fitted.train
Axing a train.recipe object.axe-train.recipe axe_call.train.recipe axe_ctrl.train.recipe axe_data.train.recipe axe_env.train.recipe axe_fitted.train.recipe
Axing a xgb.Booster.axe-xgb.Booster axe_call.xgb.Booster axe_env.xgb.Booster
Axing a xrf.axe-xrf axe_call.xrf axe_env.xrf
Butcher an object.butcher
Locate part of an object.locate
New axe functions for a modeling object.new_model_butcher
Weigh the object.weigh