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:
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')) |
Bug tracker:https://github.com/markvanderloo/synthesizer/issues
Last updated 1 months agofrom:ac4e3817a9. Checks:OK: 1 WARNING: 6. Indexed: yes.
Target | Result | Date |
---|---|---|
Doc / Vignettes | OK | Nov 07 2024 |
R-4.5-win | WARNING | Nov 07 2024 |
R-4.5-linux | WARNING | Nov 07 2024 |
R-4.4-win | WARNING | Nov 07 2024 |
R-4.4-mac | WARNING | Nov 07 2024 |
R-4.3-win | WARNING | Nov 07 2024 |
R-4.3-mac | WARNING | Nov 07 2024 |
Exports:dcordmeandsdmake_synthesizerpmseqasynthesize
Dependencies:randomForest
Readme and manuals
Help Manual
Help page | Topics |
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