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.
- Version0.1.2
- R versionR (≥ 4.1.0)
- LicenseGPL-3
- Needs compilation?No
- Last release11/11/2025
Documentation
Team
Aaron R. Williams
MaintainerShow author detailsThe Urban Institute
Show author detailsRolesCopyright holderJeremy Seeman
Livia Mucciolo
Show author detailsRolesContributorClaire Morton
Show author detailsRolesContributorElyse McFalls
Show author detailsRolesContributorKyle Ueyama
Show author detailsRolesAuthorGabe Morrison
Madeline Pickens
Show author detailsRolesContributorNoah Zwiefel
Show author detailsRolesContributor
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