Package: tidypredict 1.2.0.9000

Emil Hvitfeldt

tidypredict: Run Predictions Inside the Database

It parses a fitted 'R' model object, and returns a formula in 'Tidy Eval' code that calculates the predictions. It works with several databases back-ends because it leverages 'dplyr' and 'dbplyr' for the final 'SQL' translation of the algorithm. Dozens of model classes are supported; see the "Supported models" article at <https://tidypredict.tidymodels.org/articles/models.html> for the current list.

Authors:Emil Hvitfeldt [aut, cre], Edgar Ruiz [aut], Max Kuhn [aut], Posit Software, PBC [cph, fnd]

tidypredict_1.2.0.9000.tar.gz
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manual.pdf |manual.html✨
DESCRIPTION |NEWS
card.svg |card.png
tidypredict/json (API)

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

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

Pkgdown/docs site:https://tidypredict.tidymodels.org

On CRAN:

Conda:

dbplyrdplyrpurrrrlang

10.19 score 265 stars 2 packages 275 scripts 2.1k downloads 42 exports 26 dependencies

Last updated from:56ef594e2b. Checks:7 WARNING, 1 ERROR, 1 OK. Indexed: yes.

TargetResultTimeFilesSyslog
linux-develWARNING326
source / vignettesERROR339
linux-releaseWARNING307
macos-releaseWARNING223
macos-oldrelWARNING201
windows-develWARNING257
windows-releaseWARNING264
windows-oldrelWARNING245
wasm-releaseOK180

Exports:.build_case_when_tree.build_linear_pred.build_nested_case_when_tree.c50_tree_info_full.extract_bagger_classprob.extract_bagger_trees.extract_bart_scaling.extract_bart_trees.extract_catboost_trees.extract_earth_multiclass.extract_glmnet_multiclass.extract_lgb_trees.extract_partykit_classprob.extract_ranger_classprob.extract_ranger_trees.extract_rf_classprob.extract_rf_trees.extract_rpart_classprob.extract_xgb_trees.partykit_tree_info_full.rpart_tree_info_fullacceptable_formulaas_parsed_modelparse_modelset_catboost_categoriestidytidypredict_class_exprstidypredict_class_treestidypredict_combine_treestidypredict_fittidypredict_intervaltidypredict_loadtidypredict_n_treestidypredict_normalizedtidypredict_outcome_levelstidypredict_output_typetidypredict_savetidypredict_sqltidypredict_sql_intervaltidypredict_testtidypredict_to_columntidypredict_trees

Dependencies:clicpp11dplyrevaluategenericsgluehighrjsonliteknitrlifecyclemagrittrpillarpkgconfigpurrrR6rlangstringistringrtibbletidyrtidyselectutf8vctrswithrxfunyaml