tidymodels/embed

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Extra recipes for predictor embeddings

Stars: 146
Forks: 23
Open beginner issues: 0
Indexed issues: 26

Dominant language: R
License: No license data
Last GitHub push: Aug 20, 2026
Latest indexed: Sep 20, 2026
Contributing guide: Contributing guide
Code of conduct: Code of conduct
Beginner labels: No beginner labels indexed
PR merge metrics: No merged PRs in 30d

Beginner friendly Everything

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26 open issues indexed

Use recipes_map_cols() in bake() methods that transform columns in place Open

Difficulty 4/5 3-5 days Newbie friendliness 58/100

tidymodels/embed#278 · Opened Aug 22, 2026
step_lencode_mixed() Documentation Typo Open

documentation

Difficulty 1/5 Under an hour Newbie friendliness 90/100

tidymodels/embed#277 · Opened Aug 22, 2026
`step_linadjust` for linear adjustment of covariates Open

feature

Difficulty 5/5 Over a week Newbie friendliness 45/100

tidymodels/embed#275 · 5 comments · Opened Jul 2, 2026
Look at iLTM for step idea Open

feature

Difficulty 5/5 Over a week Newbie friendliness 25/100

tidymodels/embed#274 · Opened Apr 13, 2026
more vignettes that compare and contrasts similar steps Open

documentation

Difficulty 4/5 3-5 days Newbie friendliness 35/100

tidymodels/embed#256 · Opened Aug 27, 2025
Step idea: `step_pca_cliques()` Open

feature

Difficulty 5/5 Over a week Newbie friendliness 30/100

tidymodels/embed#255 · Opened Jun 12, 2025
use helper `recipes_argument_select()` in relevant steps Open

tidy-dev-day :nerd_face: upkeep

Difficulty 4/5 3-5 days Newbie friendliness 45/100

tidymodels/embed#250 · Opened Apr 10, 2025
use `check_options()` Open

upkeep

Difficulty 3/5 1-2 days Newbie friendliness 20/100

tidymodels/embed#249 · Opened Apr 8, 2025
test 1 and 0 rows in bake Open

upkeep

Difficulty 2/5 1-3 hours Newbie friendliness 25/100

tidymodels/embed#248 · Opened Apr 2, 2025
`step_lencode()` but like `step_dummy_multi_()` Open

feature target encoding

Difficulty 5/5 Over a week Newbie friendliness 20/100

tidymodels/embed#247 · 5 comments · 1 reaction · Opened Feb 15, 2025
hierarchical target encoding Open

feature target encoding

Difficulty 5/5 Over a week Newbie friendliness 30/100

tidymodels/embed#246 · Opened Feb 13, 2025
non-mean target encoding Open

feature target encoding

Difficulty 5/5 Over a week Newbie friendliness 25/100

tidymodels/embed#245 · Opened Feb 13, 2025
Investigate whether we can expand the types of outcomes for likelihood encoding steps Open

feature target encoding

Difficulty 5/5 Over a week Newbie friendliness 25/100

tidymodels/embed#244 · Opened Feb 13, 2025
`..new` is calculated wrong in lencode steps Open

bug target encoding tidy-dev-day :nerd_face:

Difficulty 3/5 1-2 days Newbie friendliness 35/100

tidymodels/embed#243 · Opened Jan 29, 2025
step_woe_bin() for binning numeric and factor predictors Open

feature

Difficulty 5/5 Over a week Newbie friendliness 35/100

tidymodels/embed#239 · 2 comments · Opened Jan 12, 2025
`step_lencode_*()` gives non-ideal errors when applied to constant vectors Open

feature target encoding

Difficulty 3/5 1-2 days Newbie friendliness 35/100

tidymodels/embed#229 · Opened Sep 23, 2024
`step_collapse_cart()` gives uninformative results when using `outcome` wrongly Open

feature

Difficulty 3/5 1-2 days Newbie friendliness 45/100

tidymodels/embed#228 · Opened Sep 11, 2024
Move uwot to Suggests? Open

upkeep

Difficulty 3/5 1-2 days Newbie friendliness 35/100

tidymodels/embed#226 · 1 comment · Opened Aug 5, 2024
Steps idea: Dealing with correlation Open

feature

Difficulty 5/5 Over a week Newbie friendliness 20/100

tidymodels/embed#206 · Opened Oct 1, 2023
step_poisson_matric_factorization() Open

feature

Difficulty 5/5 Over a week Newbie friendliness 20/100

tidymodels/embed#205 · 3 comments · Opened Oct 1, 2023
step_discretize_kmeans() Open

feature good first issue :heart:

Difficulty 4/5 3-5 days Newbie friendliness 35/100

tidymodels/embed#204 · Opened Oct 1, 2023
User defined cuts for tree-based methods Open

documentation feature

Difficulty 5/5 Over a week Newbie friendliness 35/100

tidymodels/embed#202 · Opened Sep 20, 2023
new parameters for step_lencode_glm Open

feature target encoding

Difficulty 5/5 Over a week Newbie friendliness 25/100

tidymodels/embed#191 · Opened Jun 19, 2023
catboost method to embed categorical variables Open

feature

Difficulty 4/5 3-5 days Newbie friendliness 35/100

tidymodels/embed#138 · 11 comments · 1 reaction · Opened Jun 22, 2022
step_umap crashing Rstudio Open

bug reprex

Difficulty 4/5 3-5 days Newbie friendliness 25/100

tidymodels/embed#135 · 18 comments · Opened Jun 14, 2022
Feature request: step_mca() or multiple correspondence analysis -- dimension reduction for categorical variables Open

feature

Difficulty 5/5 Over a week Newbie friendliness 25/100

tidymodels/embed#221 · 2 comments · Opened Apr 6, 2022

tidymodels/embed

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