live: Local Interpretable (Model-agnostic) Visual Explanations
To get started, install stable CRAN version:
or the development version:
Features coming up next:
better support for comparing explanations for different models / different instances,
improved Shiny application (see
live_shinyfunction in development version).
If you have any bug reports, feature requests or ideas to improve the methodology, feel free to leave an issue.
Python implementation of LIME and info about the method: https://github.com/marcotcr/lime