Package: autostats 0.4.1

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.

Authors:Harrison Tietze [aut, cre]

autostats_0.4.1.tar.gz
autostats_0.4.1.zip(r-4.5)autostats_0.4.1.zip(r-4.4)autostats_0.4.1.zip(r-4.3)
autostats_0.4.1.tgz(r-4.4-any)autostats_0.4.1.tgz(r-4.3-any)
autostats_0.4.1.tar.gz(r-4.5-noble)autostats_0.4.1.tar.gz(r-4.4-noble)
autostats_0.4.1.tgz(r-4.4-emscripten)autostats_0.4.1.tgz(r-4.3-emscripten)
autostats.pdf |autostats.html✨
autostats/json (API)
NEWS

Peer review:

Bug tracker:https://github.com/harrison4192/autostats/issues

On CRAN:

24 exports 6 stars 2.07 score 186 dependencies 2 dependents 5 scripts 410 downloads

Last updated 4 months agofrom:cfc5e4cb48. Checks:OK: 1 NOTE: 6. Indexed: yes.

Exports:%>%auto_anovaauto_boxplotauto_corauto_model_accuracyauto_t_testauto_tune_xgboostauto_variable_contributionscap_outlierscreate_monotone_constraintseval_predsf_charvec_to_formulaf_formula_to_charvecf_modify_formulaget_paramsimpute_recosystemtidy_cforesttidy_ctreetidy_formulatidy_glmtidy_predicttidy_shaptidy_xgboostvisualize_model

Dependencies:abindaskpassbackportsbase64encberryFunctionsbitbit64broombroom.mixedbslibcachemcellrangerCkmeans.1d.dpclassclicliprclockclustercodacodetoolscoincolorspacecpp11crayoncurldata.tablediagramdialsDiceDesigndigestdoFuturedplyrevaluatefansifarverfastDummiesfastmapflextablefloatfontawesomefontBitstreamVerafontLiberationfontquiverforcatsforeachforeignformattableframecleanerfsfurrrfuturefuture.applygdtoolsgenericsggeasyggplot2ggthemesglobalsgluegowerGPfitgtablegtoolshardhathavenhighrhmshtmltoolshtmlwidgetsigraphipredisobanditeratorsjanitorjquerylibjsonlitejtoolsKernSmoothknitrlabelinglatticelavalhslibcoinlifecyclelistenvlubridatemagrittrMASSMatrixmatrixStatsmemoisemgcvmimemodelenvmodeltoolsmultcompmunsellmvtnormnlmennetnumDerivofficeropensslopenxlsxpanderparallellyparsnippartypatchworkpillarpkgconfigpresenterprettyunitsprodlimprogressprogressrpurrrR.methodsS3R.ooR.utilsR6raggrandomcoloRrappdirsrbibutilsRColorBrewerRcppRcppProgressRdpackreadrreadxlrecipesrecosystemrematchriorlangrlistrmarkdownrpartrsamplerstudioapiRtsnervgsandwichsassscalessfdshapeslidersnakecaseSQUAREMstringistringrstrucchangesurvivalsyssystemfontstextshapingTH.datatibbletidyrtidyselecttimechangetimeDatetinytextunetzdbutf8uuidV8vctrsviridisLitevroomwarpwithrworkflowswritexlxfunxgboostXMLxml2yamlyardstickzipzoo