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Codebase simplification:
python/shaprpy/explain.py
: Removed thepaired_shap_sampling
andkernelSHAP_reweighting
parameters from theexplain
function, and cleaned up iterative and timing code. [1] [2] [3] [4] [5] [6]python/shaprpy/utils.py
: Added handling forNULL
names inrecurse_r_tree
function to ensure proper dictionary creation to then return the same output as the R function.Updated the examples outputs to reflect new calculations.
Dependency updates:
python/install_r_packages.R
: Simplified the installation of R packages by directly installingshapr
from CRAN.