Numerical Examples

Here are examples from JetGP’s Gaussian Process framework.

Numerical Examples

• DEGP Examples
  • 1D Arbitrary Order Derivative-Enhanced Gaussian Process Numerical Example
  • High-Dimensional DEGP Tutorial: 4D Function Approximation with 2D Visualization
  • Cycling Spatial Derivative Strategy for DEGP
• WDEGP Examples
  • Sparse Derivative-Enhanced GP Tutorial: 2D Example
  • 4D Derivative-Enhanced GP with KMeans Submodel Clustering
• DDEGP Examples
  • DEGP Tutorial: 3D Function Approximation with 2D Slice Visualization
  • 3D Example: GDDEGP on Hartmann3 Function with Multiple Directional Derivatives