A Common API for Synthesizing Data [R package tidysynthesis version 0.1.2]

tidysynthesis: A Common API for Synthesizing Data

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年11月11日

DOI: 10.32614/CRAN.package.tidysynthesis

Author: Aaron R. Williams ORCID iD [aut, cre], Kyle Ueyama [aut], Gabe Morrison ORCID iD [aut], Jeremy Seeman ORCID iD [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