gaussian_kernel |
LIME kernel from the original article with sigma = 1. |
identity_kernel |
LIME kernel that treats all observations as equally similar to the observation of interest. |
individual_surrogate_model |
LIME-like explanations based on Ceteris Paribus curves |
localModel |
localModel: LIME-like explanations with interpretable features based on Ceteris Paribus profiles |
plot.local_surrogate_explainer |
Generic plot function for local surrogate explainers |
plot_interpretable_feature |
Plot Ceteris Paribus Profile and discretization |
print.local_surrogate_explainer |
Generic print function for local surrogate explainers |