A system built on 'tidymodels' for generating synthetic tabular
data. We provide tools for ordering a sequential synthesis, feature and
target engineering, sampling, hyperparameter tuning, enforcing constraints,
and adding extra noise during a synthesis.
| Version: |
0.1.2 |
| Depends: |
R (≥ 4.1.0) |
| Imports: |
dplyr, forcats, parsnip, pillar, purrr, progressr, recipes, rlang, rsample, stringr, tibble, tidyr (≥ 1.0.0), tune, vctrs, workflows, yardstick, ExtDist, dapper |
| Suggests: |
hardhat, palmerpenguins, poissonreg, randomForest, ranger, rpart, rpart.LAD (≥ 0.1.2), testthat (≥ 2.1.0), usethis, VGAM |
| Published: |
2025-11-11 |
| DOI: |
10.32614/CRAN.package.tidysynthesis (may not be active yet) |
| Author: |
Aaron R. Williams 
[aut, cre],
Kyle Ueyama [aut],
Gabe Morrison
[aut],
Jeremy Seeman
[aut],
Elyse McFalls [ctb],
Claire Morton [ctb],
Livia Mucciolo [ctb],
Madeline Pickens [ctb],
Noah Zwiefel [ctb],
The Urban Institute [cph] |
| Maintainer: |
Aaron R. Williams <awilliams at urban.org> |
| BugReports: |
https://github.com/UrbanInstitute/tidysynthesis/issues |
| License: |
GPL-3 |
| URL: |
https://ui-research.github.io/tidysynthesis-documentation/ |
| NeedsCompilation: |
no |
| Materials: |
README, NEWS |
| CRAN checks: |
tidysynthesis results |