Package: synthesizer 0.2.0

synthesizer: Synthesize Data Based on Emperical Multivariate Distributions and Rank Order Matching

Data is synthesized using a combination of inverse transform sampling from the emperical 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

synthesizer_0.2.0.tar.gz
synthesizer_0.2.0.zip(r-4.5)synthesizer_0.2.0.zip(r-4.4)synthesizer_0.2.0.zip(r-4.3)
synthesizer_0.2.0.tgz(r-4.4-any)synthesizer_0.2.0.tgz(r-4.3-any)
synthesizer_0.2.0.tar.gz(r-4.5-noble)synthesizer_0.2.0.tar.gz(r-4.4-noble)
synthesizer_0.2.0.tgz(r-4.4-emscripten)synthesizer_0.2.0.tgz(r-4.3-emscripten)
synthesizer.pdf |synthesizer.html✨
synthesizer/json (API)

Peer review:

On CRAN:

This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.

7 exports 0.09 score 1 dependencies 4 scripts 719 downloads

Last updated 3 months agofrom:3b02c9f7f0. Checks:OK: 7. Indexed: yes.

Exports:dcordmeandsdmake_synthesizerpmseqasynthesize

Dependencies:randomForest