Usagelink
Jupyter notebooks here demonstrate the use of different classes and methods, and how one could leverage their designs for easy use in advanced applications.
Interactive demoslink
A notebook that could be explored right away without any installation are here:
Notebook downloadslink
The relevant Jupyter notebooks could be downloaded from here:
https://github.com/raamana/kernelmethods/tree/master/demo_tutorials