kumquat: A Smaller Version of LIME
The existing implementation of 'lime' can be quite limiting in understanding the underlying components that make Local Local interpretable model-agnostic explanations (LIME) work. 'kumquat' is a simpler implementation of 'lime' that is easier to understand and is more transparent on the pieces that come together to make LIME work. For more details on LIME, see Ribeiro, Singh, and Guestrin (2016) <doi:10.1145/2939672.2939778>.
| Version: |
1.1.0 |
| Depends: |
R (≥ 4.1.0) |
| Imports: |
bundle, dplyr, ggplot2, glmnet, glue, logger, rlang, tidyr |
| Suggests: |
colorspace, knitr, patchwork, randomForest, RColorBrewer, rmarkdown, testthat (≥ 3.0.0), tidyverse |
| Published: |
2026-06-22 |
| DOI: |
10.32614/CRAN.package.kumquat (may not be active yet) |
| Author: |
Janith Wanniarachchi [aut, cre, cph] |
| Maintainer: |
Janith Wanniarachchi <janithcwanni at gmail.com> |
| BugReports: |
https://github.com/janithwanni/kumquat/issues |
| License: |
MIT + file LICENSE |
| URL: |
https://janithwanni.github.io/kumquat/,
https://github.com/janithwanni/kumquat |
| NeedsCompilation: |
no |
| Materials: |
README, NEWS |
| CRAN checks: |
kumquat results |
Documentation:
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