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Provides functions to clean and standardize messy data, including textual categories and free-text addresses, using Large Language Models. The package corrects typos, expands abbreviations, and maps inconsistent entries to standardized values. Ideal for Bioinformatics, business, and general data cleaning tasks.
Version: | 0.1.0 |
Depends: | R (≥ 4.1.0) |
Imports: | cli, jsonlite, rlang, ellmer |
Suggests: | rmarkdown, testthat (≥ 3.0.0) |
Published: | 2025-04-01 |
DOI: | 10.32614/CRAN.package.emend |
Author: | Emi Tanaka |
Maintainer: | Jiajia Li <lijia970324 at gmail.com> |
BugReports: | https://github.com/anuopensci/emend/issues |
License: | MIT + file LICENSE |
URL: | https://github.com/anuopensci/emend, https://anuopensci.github.io/emend/ |
NeedsCompilation: | no |
Materials: | README NEWS |
CRAN checks: | emend results |
Reference manual: | emend.pdf |
Package source: | emend_0.1.0.tar.gz |
Windows binaries: | r-devel: emend_0.1.0.zip, r-release: emend_0.1.0.zip, r-oldrel: emend_0.1.0.zip |
macOS binaries: | r-devel (arm64): not available, r-release (arm64): not available, r-oldrel (arm64): not available, r-devel (x86_64): not available, r-release (x86_64): not available, r-oldrel (x86_64): not available |
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These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.