diff --git a/docs/search.json b/docs/search.json index 41d1c41b..08ac5ab9 100644 --- a/docs/search.json +++ b/docs/search.json @@ -8096,7 +8096,7 @@ "href": "slides/advanced-01-introduction.html#getting-the-materials", "title": "1 - Introduction", "section": "Getting the materials", - "text": "Getting the materials\n\nIf you are using Posit Cloud:\n Log in to Posit Cloud (free): TODO-ADD-LATER\n\nIf you are working locally:\n# local download\nusethis::use_course(\"tidymodels/workshops\", destdir = \"some_path\")\n\n# or fork via\nusethis::create_from_github(\"tidymodels/workshops\", fork = TRUE)" + "text": "Getting the materials\n\nIf you are using Posit Cloud:\n Log in to Posit Cloud (free): Link on Discord\n\nIf you are working locally:\n# local download\nusethis::use_course(\"tidymodels/workshops\", destdir = \"some_path\")\n\n# or fork via\nusethis::create_from_github(\"tidymodels/workshops\", fork = TRUE)" }, { "objectID": "slides/advanced-01-introduction.html#lets-install-some-packages", @@ -8110,7 +8110,7 @@ "href": "slides/advanced-01-introduction.html#load-tidymodels", "title": "1 - Introduction", "section": "Load tidymodels ", - "text": "Load tidymodels \nWe’re here to learn more about how to use the more advanced bits of tidymodels for supervised learning. Let’s load the meta-package:\n\nlibrary(tidymodels)\n#> ── Attaching packages ──────────────────────────── tidymodels 1.4.1 ──\n#> ✔ broom 1.0.9 ✔ rsample 1.3.1 \n#> ✔ dials 1.4.2 ✔ tailor 0.1.0.9000\n#> ✔ dplyr 1.1.4 ✔ tidyr 1.3.1 \n#> ✔ infer 1.0.9 ✔ tune 2.0.0 \n#> ✔ modeldata 1.5.1 ✔ workflows 1.3.0 \n#> ✔ parsnip 1.3.3 ✔ workflowsets 1.1.1 \n#> ✔ purrr 1.1.0 ✔ yardstick 1.3.2 \n#> ✔ recipes 1.3.1\n#> ── Conflicts ─────────────────────────────── tidymodels_conflicts() ──\n#> ✖ purrr::discard() masks scales::discard()\n#> ✖ dplyr::filter() masks stats::filter()\n#> ✖ dplyr::lag() masks stats::lag()\n#> ✖ recipes::step() masks stats::step()" + "text": "Load tidymodels \nWe’re here to learn more about how to use the more advanced bits of tidymodels for supervised learning. Let’s load the meta-package:\n\nlibrary(tidymodels)\n#> ── Attaching packages ──────────────────────────── tidymodels 1.4.1 ──\n#> ✔ broom 1.0.9 ✔ rsample 1.3.1\n#> ✔ dials 1.4.2 ✔ tailor 0.1.0\n#> ✔ dplyr 1.1.4 ✔ tidyr 1.3.1\n#> ✔ infer 1.0.9 ✔ tune 2.0.0\n#> ✔ modeldata 1.5.1 ✔ workflows 1.3.0\n#> ✔ parsnip 1.3.3 ✔ workflowsets 1.1.1\n#> ✔ purrr 1.1.0 ✔ yardstick 1.3.2\n#> ✔ recipes 1.3.1\n#> ── Conflicts ─────────────────────────────── tidymodels_conflicts() ──\n#> ✖ purrr::discard() masks scales::discard()\n#> ✖ dplyr::filter() masks stats::filter()\n#> ✖ dplyr::lag() masks stats::lag()\n#> ✖ recipes::step() masks stats::step()" }, { "objectID": "slides/advanced-01-introduction.html#resolve-naming-conflicts", @@ -8222,7 +8222,7 @@ "href": "slides/advanced-01-introduction.html#our-versions", "title": "1 - Introduction", "section": "Our versions", - "text": "Our versions\nR version 4.5.1 (2025-06-13), Quarto (1.7.32)\n\n\n\n\n\n\n\npackage\nversion\n\n\n\n\nalmanac\n1.0.0\n\n\nbetacal\n0.1.0\n\n\nbonsai\n0.4.0\n\n\nbroom\n1.0.9\n\n\nbrulee\n0.5.0\n\n\nC50\n0.2.0\n\n\nCubist\n0.5.0\n\n\nCVST\n0.2-3\n\n\ndesirability2\n0.2.0\n\n\ndials\n1.4.2\n\n\ndimRed\n0.2.7\n\n\ndplyr\n1.1.4\n\n\nDRR\n0.0.4\n\n\nearth\n5.3.4\n\n\nembed\n1.2.0\n\n\n\n\n\n\n\n\n\n\n\npackage\nversion\n\n\n\n\nextrasteps\n0.3.0\n\n\nfinetune\n1.2.1\n\n\nforested\n0.2.0\n\n\nFormula\n1.2-5\n\n\nggplot2\n3.5.2\n\n\nigraph\n2.1.4\n\n\nimportant\n0.2.0\n\n\nirlba\n2.3.5.1\n\n\nkernlab\n0.9-33\n\n\nkknn\n1.4.1\n\n\nlattice\n0.22-7\n\n\nlightgbm\n4.6.0\n\n\nlme4\n1.1-37\n\n\nmirai\n2.5.0\n\n\nmodeldata\n1.5.1\n\n\n\n\n\n\n\n\n\n\n\npackage\nversion\n\n\n\n\nparallelly\n1.45.1\n\n\nparsnip\n1.3.3\n\n\nplotmo\n3.6.4\n\n\nplotrix\n3.8-4\n\n\nplumber\n1.3.0\n\n\nprobably\n1.1.1\n\n\npurrr\n1.1.0\n\n\nRANN\n2.6.2\n\n\nrecipes\n1.3.1\n\n\nrpart\n4.1.24\n\n\nrsample\n1.3.1\n\n\nRSpectra\n0.16-2\n\n\nrules\n1.0.2\n\n\nscales\n1.4.0\n\n\nsplines2\n0.5.4\n\n\n\n\n\n\n\n\n\n\n\npackage\nversion\n\n\n\n\nstacks\n1.1.1.9001\n\n\ntailor\n0.1.0.9000\n\n\ntext2vec\n0.6.4\n\n\ntextrecipes\n1.1.0\n\n\ntidymodels\n1.4.1\n\n\ntidyr\n1.3.1\n\n\ntune\n2.0.0\n\n\nuwot\n0.2.3\n\n\nvetiver\n0.2.5\n\n\nworkflows\n1.3.0\n\n\nworkflowsets\n1.1.1\n\n\nyardstick\n1.3.2" + "text": "Our versions\nR version 4.5.1 (2025-06-13), Quarto (1.7.32)\n\n\n\n\n\n\n\npackage\nversion\n\n\n\n\nalmanac\n1.0.0\n\n\nbetacal\n0.1.0\n\n\nbonsai\n0.4.0\n\n\nbroom\n1.0.9\n\n\nbrulee\n0.5.0\n\n\nC50\n0.2.0\n\n\nCubist\n0.5.0\n\n\nCVST\n0.2-3\n\n\ndesirability2\n0.2.0\n\n\ndials\n1.4.2\n\n\ndimRed\n0.2.7\n\n\ndplyr\n1.1.4\n\n\nDRR\n0.0.4\n\n\nearth\n5.3.4\n\n\nembed\n1.2.0\n\n\n\n\n\n\n\n\n\n\n\npackage\nversion\n\n\n\n\nextrasteps\n0.3.0\n\n\nfinetune\n1.2.1\n\n\nforested\n0.2.0\n\n\nFormula\n1.2-5\n\n\nggplot2\n3.5.2\n\n\nigraph\n2.1.4\n\n\nimportant\n0.2.0\n\n\nirlba\n2.3.5.1\n\n\nkernlab\n0.9-33\n\n\nkknn\n1.4.1\n\n\nlattice\n0.22-7\n\n\nlightgbm\n4.6.0\n\n\nlme4\n1.1-37\n\n\nmirai\n2.5.0\n\n\nmodeldata\n1.5.1\n\n\n\n\n\n\n\n\n\n\n\npackage\nversion\n\n\n\n\nparallelly\n1.45.1\n\n\nparsnip\n1.3.3\n\n\nplotmo\n3.6.4\n\n\nplotrix\n3.8-4\n\n\nplumber\n1.3.0\n\n\nprobably\n1.1.1\n\n\npurrr\n1.1.0\n\n\nRANN\n2.6.2\n\n\nrecipes\n1.3.1\n\n\nrpart\n4.1.24\n\n\nrsample\n1.3.1\n\n\nRSpectra\n0.16-2\n\n\nrules\n1.0.2\n\n\nscales\n1.4.0\n\n\nsplines2\n0.5.4\n\n\n\n\n\n\n\n\n\n\n\npackage\nversion\n\n\n\n\nstacks\n1.1.1\n\n\ntailor\n0.1.0\n\n\ntext2vec\n0.6.4\n\n\ntextrecipes\n1.1.0\n\n\ntidymodels\n1.4.1\n\n\ntidyr\n1.3.1\n\n\ntune\n2.0.0\n\n\nuwot\n0.2.3\n\n\nvetiver\n0.2.5\n\n\nworkflows\n1.3.0\n\n\nworkflowsets\n1.1.1\n\n\nyardstick\n1.3.2" }, { "objectID": "archive/2025-08-nyr/slides/intro-extra-recipes.html#looking-at-the-predictors", @@ -12240,7 +12240,7 @@ "href": "slides/intro-01-introduction.html#who-are-tidymodels", "title": "1 - Introduction", "section": "Who are tidymodels?", - "text": "Who are tidymodels?\n\nSimon Couch\nHannah Frick\nEmil Hvitfeldt\nMax Kuhn\n\n\n+ our TA today, Kristin Bott!\n\n\nMany thanks to Davis Vaughan, Julia Silge, David Robinson, Julie Jung, Alison Hill, and Desirée De Leon for their role in creating these materials!" + "text": "Who are tidymodels?\n\nSimon Couch\nHannah Frick\nEmil Hvitfeldt\nMax Kuhn\n\n\n+ our TAs today, Kristin Bott and Ashley Henry!\n\n\nMany thanks to Davis Vaughan, Julia Silge, David Robinson, Julie Jung, Alison Hill, and Desirée De Leon for their role in creating these materials!" }, { "objectID": "slides/intro-01-introduction.html#section-2", @@ -12254,7 +12254,7 @@ "href": "slides/intro-01-introduction.html#getting-the-materials", "title": "1 - Introduction", "section": "Getting the materials", - "text": "Getting the materials\n\nIf you are using Posit Cloud:\n Log in to Posit Cloud (free): TODO-ADD-LATER\n\nIf you are working locally:\n# local download\nusethis::use_course(\"tidymodels/workshops\", destdir = \"some_path\")\n\n# or fork via\nusethis::create_from_github(\"tidymodels/workshops\", fork = TRUE)" + "text": "Getting the materials\n\nIf you are using Posit Cloud:\n Log in to Posit Cloud (free): Link on Discord\n\nIf you are working locally:\n# local download\nusethis::use_course(\"tidymodels/workshops\", destdir = \"some_path\")\n\n# or fork via\nusethis::create_from_github(\"tidymodels/workshops\", fork = TRUE)" }, { "objectID": "slides/intro-01-introduction.html#asking-for-help", @@ -12331,7 +12331,7 @@ "href": "slides/intro-01-introduction.html#what-is-tidymodels", "title": "1 - Introduction", "section": "What is tidymodels? ", - "text": "What is tidymodels? \n\nlibrary(tidymodels)\n#> ── Attaching packages ──────────────────────────── tidymodels 1.4.1 ──\n#> ✔ broom 1.0.9 ✔ rsample 1.3.1 \n#> ✔ dials 1.4.2 ✔ tailor 0.1.0.9000\n#> ✔ dplyr 1.1.4 ✔ tidyr 1.3.1 \n#> ✔ infer 1.0.9 ✔ tune 2.0.0 \n#> ✔ modeldata 1.5.1 ✔ workflows 1.3.0 \n#> ✔ parsnip 1.3.3 ✔ workflowsets 1.1.1 \n#> ✔ purrr 1.1.0 ✔ yardstick 1.3.2 \n#> ✔ recipes 1.3.1\n#> ── Conflicts ─────────────────────────────── tidymodels_conflicts() ──\n#> ✖ purrr::discard() masks scales::discard()\n#> ✖ dplyr::filter() masks stats::filter()\n#> ✖ dplyr::lag() masks stats::lag()\n#> ✖ recipes::step() masks stats::step()" + "text": "What is tidymodels? \n\nlibrary(tidymodels)\n#> ── Attaching packages ──────────────────────────── tidymodels 1.4.1 ──\n#> ✔ broom 1.0.9 ✔ rsample 1.3.1\n#> ✔ dials 1.4.2 ✔ tailor 0.1.0\n#> ✔ dplyr 1.1.4 ✔ tidyr 1.3.1\n#> ✔ infer 1.0.9 ✔ tune 2.0.0\n#> ✔ modeldata 1.5.1 ✔ workflows 1.3.0\n#> ✔ parsnip 1.3.3 ✔ workflowsets 1.1.1\n#> ✔ purrr 1.1.0 ✔ yardstick 1.3.2\n#> ✔ recipes 1.3.1\n#> ── Conflicts ─────────────────────────────── tidymodels_conflicts() ──\n#> ✖ purrr::discard() masks scales::discard()\n#> ✖ dplyr::filter() masks stats::filter()\n#> ✖ dplyr::lag() masks stats::lag()\n#> ✖ recipes::step() masks stats::step()" }, { "objectID": "slides/intro-01-introduction.html#the-whole-game", @@ -12394,14 +12394,14 @@ "href": "slides/intro-01-introduction.html#lets-install-some-packages", "title": "1 - Introduction", "section": "Let’s install some packages", - "text": "Let’s install some packages\nIf you are using your own laptop instead of Posit Cloud:\n\n# Install the packages for the workshop\npkgs <- \n c(\"bonsai\", \"Cubist\", \"doParallel\", \"earth\", \"embed\", \"finetune\", \n \"lightgbm\", \"lme4\", \"parallelly\", \"plumber\", \"probably\", \n \"ranger\", \"rpart\", \"rpart.plot\", \"rules\", \"splines2\", \"stacks\", \n \"text2vec\", \"textrecipes\", \"tidymodels\", \"vetiver\")\n\ninstall.packages(pkgs)" + "text": "Let’s install some packages\nIf you are using your own laptop instead of Posit Cloud:\n\n# Install the packages for the workshop\npkgs <- \n c(\"bonsai\", \"Cubist\", \"doParallel\", \"earth\", \"embed\", \"finetune\", \"forested\",\n \"lightgbm\", \"lme4\", \"parallelly\", \"plumber\", \"probably\", \n \"ranger\", \"rpart\", \"rpart.plot\", \"rules\", \"splines2\", \"stacks\", \n \"text2vec\", \"textrecipes\", \"tidymodels\", \"vetiver\")\n\ninstall.packages(pkgs)" }, { "objectID": "slides/intro-01-introduction.html#our-versions", "href": "slides/intro-01-introduction.html#our-versions", "title": "1 - Introduction", "section": "Our versions", - "text": "Our versions\nR version 4.5.1 (2025-06-13), Quarto (1.7.32)\n\n\n\n\n\n\n\npackage\nversion\n\n\n\n\nbonsai\n0.4.0\n\n\nbroom\n1.0.9\n\n\nCubist\n0.5.0\n\n\ndials\n1.4.2\n\n\ndoParallel\n1.0.17\n\n\ndplyr\n1.1.4\n\n\nearth\n5.3.4\n\n\nembed\n1.2.0\n\n\nfinetune\n1.2.1\n\n\nforested\n0.2.0\n\n\nFormula\n1.2-5\n\n\n\n\n\n\n\n\n\n\n\npackage\nversion\n\n\n\n\nggplot2\n3.5.2\n\n\nlattice\n0.22-7\n\n\nlightgbm\n4.6.0\n\n\nlme4\n1.1-37\n\n\nmodeldata\n1.5.1\n\n\nparallelly\n1.45.1\n\n\nparsnip\n1.3.3\n\n\nplotmo\n3.6.4\n\n\nplotrix\n3.8-4\n\n\nplumber\n1.3.0\n\n\nprobably\n1.1.1\n\n\n\n\n\n\n\n\n\n\n\npackage\nversion\n\n\n\n\npurrr\n1.1.0\n\n\nranger\n0.17.0\n\n\nrecipes\n1.3.1\n\n\nrpart\n4.1.24\n\n\nrpart.plot\n3.1.3\n\n\nrsample\n1.3.1\n\n\nrules\n1.0.2\n\n\nscales\n1.4.0\n\n\nsplines2\n0.5.4\n\n\nstacks\n1.1.1.9001\n\n\ntailor\n0.1.0.9000\n\n\n\n\n\n\n\n\n\n\n\npackage\nversion\n\n\n\n\ntext2vec\n0.6.4\n\n\ntextrecipes\n1.1.0\n\n\ntidymodels\n1.4.1\n\n\ntidyr\n1.3.1\n\n\ntune\n2.0.0\n\n\nvetiver\n0.2.5\n\n\nworkflows\n1.3.0\n\n\nworkflowsets\n1.1.1\n\n\nyardstick\n1.3.2" + "text": "Our versions\nR version 4.5.1 (2025-06-13), Quarto (1.7.32)\n\n\n\n\n\n\n\npackage\nversion\n\n\n\n\nbonsai\n0.4.0\n\n\nbroom\n1.0.9\n\n\nCubist\n0.5.0\n\n\ndials\n1.4.2\n\n\ndoParallel\n1.0.17\n\n\ndplyr\n1.1.4\n\n\nearth\n5.3.4\n\n\nembed\n1.2.0\n\n\nfinetune\n1.2.1\n\n\nforested\n0.2.0\n\n\nFormula\n1.2-5\n\n\n\n\n\n\n\n\n\n\n\npackage\nversion\n\n\n\n\nggplot2\n3.5.2\n\n\nlattice\n0.22-7\n\n\nlightgbm\n4.6.0\n\n\nlme4\n1.1-37\n\n\nmodeldata\n1.5.1\n\n\nparallelly\n1.45.1\n\n\nparsnip\n1.3.3\n\n\nplotmo\n3.6.4\n\n\nplotrix\n3.8-4\n\n\nplumber\n1.3.0\n\n\nprobably\n1.1.1\n\n\n\n\n\n\n\n\n\n\n\npackage\nversion\n\n\n\n\npurrr\n1.1.0\n\n\nranger\n0.17.0\n\n\nrecipes\n1.3.1\n\n\nrpart\n4.1.24\n\n\nrpart.plot\n3.1.3\n\n\nrsample\n1.3.1\n\n\nrules\n1.0.2\n\n\nscales\n1.4.0\n\n\nsplines2\n0.5.4\n\n\nstacks\n1.1.1\n\n\ntailor\n0.1.0\n\n\n\n\n\n\n\n\n\n\n\npackage\nversion\n\n\n\n\ntext2vec\n0.6.4\n\n\ntextrecipes\n1.1.0\n\n\ntidymodels\n1.4.1\n\n\ntidyr\n1.3.1\n\n\ntune\n2.0.0\n\n\nvetiver\n0.2.5\n\n\nworkflows\n1.3.0\n\n\nworkflowsets\n1.1.1\n\n\nyardstick\n1.3.2" }, { "objectID": "slides/intro-03-what-makes-a-model.html#your-turn", diff --git a/docs/sitemap.xml b/docs/sitemap.xml index 66c6f521..ca6830fe 100644 --- a/docs/sitemap.xml +++ b/docs/sitemap.xml @@ -194,7 +194,7 @@ https://workshops.tidymodels.org/slides/advanced-01-introduction.html - 2025-09-15T14:12:50.712Z + 2025-09-16T09:06:50.874Z https://workshops.tidymodels.org/archive/2025-08-nyr/slides/intro-extra-recipes.html @@ -294,7 +294,7 @@ https://workshops.tidymodels.org/slides/intro-01-introduction.html - 2025-09-15T14:07:15.071Z + 2025-09-16T09:06:23.880Z https://workshops.tidymodels.org/slides/intro-03-what-makes-a-model.html diff --git a/docs/slides/advanced-01-introduction.html b/docs/slides/advanced-01-introduction.html index c5c8df4e..13956cd0 100644 --- a/docs/slides/advanced-01-introduction.html +++ b/docs/slides/advanced-01-introduction.html @@ -321,7 +321,7 @@

Introduce yourself to your neighbo

Getting the materials


If you are using Posit Cloud:

-

Log in to Posit Cloud (free): TODO-ADD-LATER

+

Log in to Posit Cloud (free): Link on Discord


If you are working locally:

# local download
@@ -362,13 +362,13 @@ 

Load tidymodels
library(tidymodels)
 #> ── Attaching packages ──────────────────────────── tidymodels 1.4.1 ──
-#> ✔ broom        1.0.9          ✔ rsample      1.3.1     
-#> ✔ dials        1.4.2          ✔ tailor       0.1.0.9000
-#> ✔ dplyr        1.1.4          ✔ tidyr        1.3.1     
-#> ✔ infer        1.0.9          ✔ tune         2.0.0     
-#> ✔ modeldata    1.5.1          ✔ workflows    1.3.0     
-#> ✔ parsnip      1.3.3          ✔ workflowsets 1.1.1     
-#> ✔ purrr        1.1.0          ✔ yardstick    1.3.2     
+#> ✔ broom        1.0.9     ✔ rsample      1.3.1
+#> ✔ dials        1.4.2     ✔ tailor       0.1.0
+#> ✔ dplyr        1.1.4     ✔ tidyr        1.3.1
+#> ✔ infer        1.0.9     ✔ tune         2.0.0
+#> ✔ modeldata    1.5.1     ✔ workflows    1.3.0
+#> ✔ parsnip      1.3.3     ✔ workflowsets 1.1.1
+#> ✔ purrr        1.1.0     ✔ yardstick    1.3.2
 #> ✔ recipes      1.3.1
 #> ── Conflicts ─────────────────────────────── tidymodels_conflicts() ──
 #> ✖ purrr::discard() masks scales::discard()
@@ -919,11 +919,11 @@ 

Our versions

stacks -1.1.1.9001 +1.1.1 tailor -0.1.0.9000 +0.1.0 text2vec diff --git a/docs/slides/intro-01-introduction.html b/docs/slides/intro-01-introduction.html index a8c5e3ca..cf381281 100644 --- a/docs/slides/intro-01-introduction.html +++ b/docs/slides/intro-01-introduction.html @@ -263,7 +263,7 @@

Who are tidymodels?

  • Max Kuhn
  • -

    + our TA today, Kristin Bott!

    +

    + our TAs today, Kristin Bott and Ashley Henry!

    Many thanks to Davis Vaughan, Julia Silge, David Robinson, Julie Jung, Alison Hill, and Desirée De Leon for their role in creating these materials!

    @@ -277,7 +277,7 @@

    Introduce yourself to your neighbo

    Getting the materials


    If you are using Posit Cloud:

    -

    Log in to Posit Cloud (free): TODO-ADD-LATER

    +

    Log in to Posit Cloud (free): Link on Discord


    If you are working locally:

    # local download
    @@ -400,13 +400,13 @@ 

    What is tidymodels?
    library(tidymodels)
     #> ── Attaching packages ──────────────────────────── tidymodels 1.4.1 ──
    -#> ✔ broom        1.0.9          ✔ rsample      1.3.1     
    -#> ✔ dials        1.4.2          ✔ tailor       0.1.0.9000
    -#> ✔ dplyr        1.1.4          ✔ tidyr        1.3.1     
    -#> ✔ infer        1.0.9          ✔ tune         2.0.0     
    -#> ✔ modeldata    1.5.1          ✔ workflows    1.3.0     
    -#> ✔ parsnip      1.3.3          ✔ workflowsets 1.1.1     
    -#> ✔ purrr        1.1.0          ✔ yardstick    1.3.2     
    +#> ✔ broom        1.0.9     ✔ rsample      1.3.1
    +#> ✔ dials        1.4.2     ✔ tailor       0.1.0
    +#> ✔ dplyr        1.1.4     ✔ tidyr        1.3.1
    +#> ✔ infer        1.0.9     ✔ tune         2.0.0
    +#> ✔ modeldata    1.5.1     ✔ workflows    1.3.0
    +#> ✔ parsnip      1.3.3     ✔ workflowsets 1.1.1
    +#> ✔ purrr        1.1.0     ✔ yardstick    1.3.2
     #> ✔ recipes      1.3.1
     #> ── Conflicts ─────────────────────────────── tidymodels_conflicts() ──
     #> ✖ purrr::discard() masks scales::discard()
    @@ -473,7 +473,7 @@ 

    Let’s install some packages

    # Install the packages for the workshop
     pkgs <- 
    -  c("bonsai", "Cubist", "doParallel", "earth", "embed", "finetune", 
    +  c("bonsai", "Cubist", "doParallel", "earth", "embed", "finetune", "forested",
         "lightgbm", "lme4", "parallelly", "plumber", "probably", 
         "ranger", "rpart", "rpart.plot", "rules", "splines2", "stacks", 
         "text2vec", "textrecipes", "tidymodels", "vetiver")
    @@ -652,11 +652,11 @@ 

    Our versions

    stacks -1.1.1.9001 +1.1.1 tailor -0.1.0.9000 +0.1.0