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-any)kumquat_1.1.0.zip(r-4.6-any)kumquat_1.1.0.zip(r-4.5-any)
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✨
DESCRIPTION |NEWS
card.svg |card.png
kumquat/json (API)

# 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:

4.04 score 1 stars 3 scripts 319 downloads 5 exports 41 dependencies

Last updated from:bc9d646cf9. Checks:7 WARNING, 1 ERROR, 1 OK. Indexed: yes.

TargetResultTimeFilesSyslog
linux-develWARNING237
source / vignettesERROR220
linux-releaseWARNING176
macos-releaseWARNING158
macos-oldrelWARNING154
windows-develWARNING117
windows-releaseWARNING87
windows-oldrelWARNING113
wasm-releaseOK141

Exports:fit_local_modelgenerate_perturbationskumquatpinch_importanceplot_interest

Dependencies:bundleclicodetoolscpp11dplyrfarverforeachgenericsggplot2glmnetgluegtableisobanditeratorslabelinglatticelifecycleloggermagrittrMatrixpillarpkgconfigpurrrR6RColorBrewerRcppRcppEigenrlangS7scalesshapestringistringrsurvivaltibbletidyrtidyselectutf8vctrsviridisLitewithr