Tutorials

The following list of tutorials provides a hands-on introduction to using jaxKAN, with a particular focus on applications related to Physics-Informed Kolmogorov–⁠Arnold Networks (PIKANs).

• Tutorial 1 - Getting Started
• Tutorial 2 - Layer Types
• Tutorial 3 - Initialization Types
• Tutorial 4 - Classification Example
• Tutorial 5 - DIY KANs
• Tutorial 6 - Physics-Informed Kolmogorov–Arnold Networks
• Tutorial 7 - Adaptive State Transition
• Tutorial 8 - Adaptive PIKANs
• Tutorial 9 - Inverse PDE Problem
• Tutorial 10 - Advanced Models for PDEs
• Tutorial 11 - Optimizer Utilities