helonin / vkikriging

Kriging and Gradient-Enhanced Kriging for the VKI Lecture Series

Kriging and Gradient-Enhanced Kriging for VKI Lecture Series

Python module implementing interpolation with Gaussian process regression, a.k.a. Kriging. Features:

• Arbetrary dimensional interpolation.
• Use of gradients in reconstruction (Gradient Enhanced Kriging).
• Simple and univeral Kriging.
• Implementation follows Bayesian derivation of Kriging, descibed in the tutorial.

Module webpage with full documentation is https://aerodynamics.lr.tudelft.nl/~rdwight/vkikriging/

R. Dwight, 2018. [e-mail]