> For the complete documentation index, see [llms.txt](https://docs.seldon.ai/alibi-explain/llms.txt). Markdown versions of documentation pages are available by appending `.md` to page URLs; this page is available as [Markdown](https://docs.seldon.ai/alibi-explain/explanations/examples/kernel-shap.md).

# Kernel SHAP

- [Distributed KernelSHAP](https://docs.seldon.ai/alibi-explain/explanations/examples/kernel-shap/distributed_kernel_shap_adult_lr.md)
- [KernelSHAP: combining preprocessor and predictor](https://docs.seldon.ai/alibi-explain/explanations/examples/kernel-shap/kernel_shap_adult_categorical_preproc.md)
- [Handling categorical variables with KernelSHAP](https://docs.seldon.ai/alibi-explain/explanations/examples/kernel-shap/kernel_shap_adult_lr.md)
- [Kernel SHAP explanation for SVM models](https://docs.seldon.ai/alibi-explain/explanations/examples/kernel-shap/kernel_shap_wine_intro.md)
- [Kernel SHAP explanation for multinomial logistic regression models](https://docs.seldon.ai/alibi-explain/explanations/examples/kernel-shap/kernel_shap_wine_lr.md)