Package: synthesizer 0.3.1

synthesizer: Synthesize Data Based on Empirical Quantile Functions and Rank Order Matching

Data is synthesized using a combination of inverse transform sampling from the empirical quantile functions for each variable, and then copying the rank order structure from the original dataset. The package also includes a number of functions to measure the utility of synthesized datasets.

Authors:Mark van der Loo [aut, cre]

synthesizer_0.3.1.tar.gz
synthesizer_0.3.1.zip(r-4.5)synthesizer_0.3.1.zip(r-4.4)synthesizer_0.3.1.zip(r-4.3)
synthesizer_0.3.1.tgz(r-4.4-any)synthesizer_0.3.1.tgz(r-4.3-any)
synthesizer_0.3.1.tar.gz(r-4.5-noble)synthesizer_0.3.1.tar.gz(r-4.4-noble)
synthesizer_0.3.1.tgz(r-4.4-emscripten)synthesizer_0.3.1.tgz(r-4.3-emscripten)
synthesizer.pdf |synthesizer.html
synthesizer/json (API)
NEWS

# Install 'synthesizer' in R:
install.packages('synthesizer', repos = c('https://markvanderloo.r-universe.dev', 'https://cloud.r-project.org'))

Peer review:

Bug tracker:https://github.com/markvanderloo/synthesizer/issues

On CRAN:

4.18 score 7 scripts 277 downloads 7 exports 1 dependencies

Last updated 1 months agofrom:ac4e3817a9. Checks:OK: 1 WARNING: 6. Indexed: yes.

TargetResultDate
Doc / VignettesOKNov 07 2024
R-4.5-winWARNINGNov 07 2024
R-4.5-linuxWARNINGNov 07 2024
R-4.4-winWARNINGNov 07 2024
R-4.4-macWARNINGNov 07 2024
R-4.3-winWARNINGNov 07 2024
R-4.3-macWARNINGNov 07 2024

Exports:dcordmeandsdmake_synthesizerpmseqasynthesize

Dependencies:randomForest

Introduction to synthesizer

Rendered fromintroduction.mdusingsimplermarkdown::mdweave_to_htmlon Nov 07 2024.

Last update: 2024-10-08
Started: 2024-06-12