To get started, install stable CRAN version:
install.packages("live")or the development version:
devtools::install_github("ModelOriented/live")Features coming up next:
better support for comparing explanations for different models / different instances,
improved Shiny application (see live_shiny function
in development version).
If you have any bug reports, feature requests or ideas to improve the methodology, feel free to leave an issue.
Find the paper about live and breakDown in R
Journal.
Website: https://mi2datalab.github.io/live/
Conference talks on live: Wrocław
2018, Berlin
2017.
Python implementation of LIME and info about the method: https://github.com/marcotcr/lime