tidysynthesis: A Common API for Synthesizing Data (original) (raw)

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 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
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

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