flashlight

Shed light on black box machine learning models by the help of model performance, variable importance, global surrogate models, ICE profiles, partial dependence (doi:10.1214/aos/1013203451), accumulated local effects (doi:10.48550/arXiv.1612.08468), further effects plots, interaction strength, and variable contribution breakdown (doi:10.48550/arXiv.1903.11420). All tools are implemented to work with case weights and allow for stratified analysis. Furthermore, multiple flashlights can be combined and analyzed together.

Last 30 days

Last 365 days

The following line graph shows the downloads per day. You can hover over the graph to see the exact number of downloads per day.