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Local Interpretable (Model-agnostic) Visual Explanations - model visualization for regression problems and tabular data based on LIME method. Available on CRAN

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live: Local Interpretable (Model-agnostic) Visual Explanations

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Installation

Since last CRAN release, interface has been majorly improved, so I recommend using the development version:

devtools::install_github("MI2DataLab/live")

However, you can still use the CRAN version:

install.packages("live")

If you have any bug reports, feature requests or ideas to improve the methodology, feel free to leave an issue.

NEWS

Materials

Find the paper about live and breakDown on arXiv.

Website: https://mi2datalab.github.io/live/

Conference talk on live: https://github.com/mstaniak/Berlin_2017

Cheatsheet:

cheatsheet

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Local Interpretable (Model-agnostic) Visual Explanations - model visualization for regression problems and tabular data based on LIME method. Available on CRAN

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