Nothing
plot
.sample_locally2
to make results reproducible.local_permutation_importance
function.local_approximation
.fit_explanation
.euclidean_kernel
function.fit_explanation
is now gaussian_kernel
.add_predictions
and data
arguments defaults to NULL
.fit_explanation
function.sample_locally
.kernel
argument to fit_explanation
function.fixed_variables
argument to sample_locally
function.sample_locally
, add_predictions
and fit_explanation
functions now carry more information (mainly explained instance) so some function calls were simplified (plot_explanation
).add_predictions
also returns black box model object (model
element).add_predictions
function.fit_explanation
is now more flexible, can take a list of hyperparameters for a chosen model.add_predictions
improved to handle more learners (for example ranger).NEWS.md
file to track changes to the package.sample\_locally
uses data.table for faster local exploration.Any scripts or data that you put into this service are public.
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