Technical requirements
The code tutorial with the necessary resources can be downloaded or cloned from the GitHub repository for this chapter: https://github.com/PacktPublishing/Applied-Machine-Learning-Explainability-Techniques/tree/main/Chapter06. Python and Jupyter notebooks are used to implement the practical application of the theoretical concepts that are covered in this chapter. But I recommend that you only run the notebooks after you go through this chapter for a better understanding. Additionally, please look at the SHAP Errata section before proceeding with the practical tutorial part of this chapter: https://github.com/PacktPublishing/Applied-Machine-Learning-Explainability-Techniques/blob/main/Chapter06/SHAP_ERRATA/ReadMe.md.