Package: kumquat 1.1.0

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>.

Authors:Janith Wanniarachchi [aut, cre, cph]

kumquat_1.1.0.tar.gz
kumquat_1.1.0.zip(r-4.7)kumquat_1.1.0.zip(r-4.6)kumquat_1.1.0.zip(r-4.5)
kumquat_1.1.0.tgz(r-4.6-any)kumquat_1.1.0.tgz(r-4.5-any)
kumquat_1.1.0.tar.gz(r-4.7-any)kumquat_1.1.0.tar.gz(r-4.6-any)
kumquat_1.1.0.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
card.svg |card.png
kumquat/json (API)
NEWS

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

Bug tracker:https://github.com/janithwanni/kumquat/issues

Pkgdown/docs site:https://janithwanni.github.io

Datasets:

On CRAN:

Conda:

5.00 score 2 scripts 5 exports 41 dependencies

Last updated from:004efddb23. Checks:9 OK. Indexed: yes.

TargetResultTimeFilesSyslog
linux-devel-x86_64OK162
source / vignettesOK185
linux-release-x86_64OK173
macos-release-arm64OK207
macos-oldrel-arm64OK247
windows-develOK102
windows-releaseOK119
windows-oldrelOK118
wasm-releaseOK134

Exports:fit_local_modelgenerate_perturbationskumquatpinch_importanceplot_interest

Dependencies:bundleclicodetoolscpp11dplyrfarverforeachgenericsggplot2glmnetgluegtableisobanditeratorslabelinglatticelifecycleloggermagrittrMatrixpillarpkgconfigpurrrR6RColorBrewerRcppRcppEigenrlangS7scalesshapestringistringrsurvivaltibbletidyrtidyselectutf8vctrsviridisLitewithr

Simple unit tests with in built-in datasets

Rendered fromdata-examples.Rmdusingknitr::rmarkdownon Jun 23 2026.

Last update: 2026-06-19
Started: 2026-04-28