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Crate csrk

Crate csrk 

Source
Expand description

Compactly Supported Radial Kernel – Gaussian Process crate

This work was deeply inspired by Section 4.2 of Rasmussen and Williams (2006):

Re-exports§

pub use crate::prng::PCG64Stream;
pub use crate::kernel::Wendland;
pub use crate::kernel::WendlandKernel;
pub use crate::kernel::Kernel;
pub use crate::spatial_hash::SpatialHash;
pub use crate::realization::GPRealization;

Modules§

kernel
Wendland Kernel structs and methods
prng
PCG64 Random number generator
realization
Gaussian Process realizations (random function draws)
spatial_hash
Spatial Hash struct for sparse matrix operations

Structs§

GP
Gaussian Process struct