Expand description
Structured Kernel Interpolation (SKI) for scalable Gaussian processes
This module implements SKI which uses structured grid interpolation to achieve O(n log n) scaling for Gaussian processes while maintaining high accuracy.
Structs§
- SkiApproximation
Info - Information about SKI approximation quality
- SkiGpr
Trained - Trained SKI Gaussian process regressor
- Structured
Kernel InterpolationGPR - Structured Kernel Interpolation Gaussian Process Regressor
Enums§
- Grid
Bounds Method - Methods for determining grid bounds
- Interpolation
Method - Interpolation methods for SKI