SHAP is the most powerful Python package for understanding and debugging your machine-learning models. With a few lines of code, you can create eye-catching and insightful visualisations :)

We walk through the code used to calculate and display SHAP values. This includes explanations of:
- Waterfall plot
- Force plots
- Mean SHAP plot
- Beeswarm plot and
- Dependence plots

https://youtu.be/L8_sVRhBDLU