Module structured_kernel_interpolation

Module structured_kernel_interpolation 

Source
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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§

SkiApproximationInfo
Information about SKI approximation quality
SkiGprTrained
Trained SKI Gaussian process regressor
StructuredKernelInterpolationGPR
Structured Kernel Interpolation Gaussian Process Regressor

Enums§

GridBoundsMethod
Methods for determining grid bounds
InterpolationMethod
Interpolation methods for SKI