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tidysynthesis

A Common API for Synthesizing Data

v0.1.3 · Mar 16, 2026 · GPL-3

Description

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.

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CRAN Check Status

13 OK
Show all 13 flavors
Flavor Status
r-devel-linux-x86_64-debian-clang OK
r-devel-linux-x86_64-debian-gcc OK
r-devel-linux-x86_64-fedora-clang OK
r-devel-linux-x86_64-fedora-gcc OK
r-devel-windows-x86_64 OK
r-oldrel-macos-arm64 OK
r-oldrel-macos-x86_64 OK
r-oldrel-windows-x86_64 OK
r-patched-linux-x86_64 OK
r-release-linux-x86_64 OK
r-release-macos-arm64 OK
r-release-macos-x86_64 OK
r-release-windows-x86_64 OK

Check History

OK 13 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE May 2, 2026
ERROR 11 OK · 0 NOTE · 0 WARNING · 1 ERROR · 0 FAILURE Apr 25, 2026
ERROR r-release-macos-x86_64

examples

Running examples in ‘tidysynthesis-Ex.R’ failed
The error most likely occurred in:

> ### Name: construct_recipes
> ### Title: Construct a sequence of model recipes for sequential synthesis
> ### Aliases: construct_recipes
> 
> ### ** Examples
> 
> 

...[truncated]...
able.so
  Expected in:     <0A9590E7-21FF-3C2D-B0BD-160A5BF4B716> /Library/Frameworks/R.framework/Versions/4.6-x86_64/Resources/lib/libR.dylib
Calls: construct_recipes ... namespaceImport -> loadNamespace -> library.dynam -> dyn.load
Execution halted
OK 14 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Mar 10, 2026

Dependency Network

Dependencies Reverse dependencies dplyr forcats parsnip pillar purrr progressr recipes rlang rsample stringr tibble tidyr tune vctrs workflows +3 more dependencies tidysynthesis

Version History

2 tracked
updated 0.1.3 ← 0.1.2 diff Mar 16, 2026
new 0.1.2 Mar 10, 2026

R Observatory began tracking this package on Mar 10, 2026; it first appeared on CRAN Nov 11, 2025. Releases before tracking aren’t shown.