Gradient Boosted Decision Tree (GBDT) implementation with Nested Cross-Validation (NCV) and SHapely Additive explanations (SHAP)
This code is a reused version with minor modifications by Danila Valko (d.v.valko[at]gmail.com) of Dr. David Steyrl's codebase (david.steyrl[at]gmail.com). Source code and description can be accessed at https://github.com/univiemops/iml and one example here https://doi.org/10.31219/osf.io/um69t. The SHAP project can be accessed here https://github.com/shap/shap.
You can cite this tool by mentioning one of Dr. Steryl's works, e.g. https://doi.org/10.1038/s41598-024-65088-z or https://doi.org/10.1371/journal.pone.0304285