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 |
| 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 |