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kumquat  

A Smaller Version of LIME
View on CRAN: Click here


Download and install kumquat package within the R console
Install from CRAN:
install.packages("kumquat")

Install from Github:
library("remotes")
install_github("cran/kumquat")

Install by package version:
library("remotes")
install_version("kumquat", "1.1.0")



Attach the package and use:
library("kumquat")
Maintained by
Janith Wanniarachchi
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2026-06-22
Latest Update: 2026-06-22
Description:
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>.
How to cite:
Janith Wanniarachchi (2026). kumquat: A Smaller Version of LIME. R package version 1.1.0, https://cran.r-project.org/web/packages/kumquat. Accessed 08 Oct. 2026.
Previous versions and publish date:
No previous versions
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Complete documentation for kumquat
Functions, R codes and Examples using the kumquat R package
Full kumquat package functions and examples
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