Covariance functions

EyeCov(dim)

Identity covariance function, K = s·I.

FreeFormCov(dim)

General definite positive matrix, K = LLᵀ + ϵI.

GivenCov(K0)

Given covariance function, K = s⋅K₀.

Kron2SumCov(G, dim, rank)

Implements K = C₀ ⊗ GGᵀ + C₁ ⊗ I.

LinearCov(X)

Linear covariance function, K = s⋅XXᵀ.

LRFreeFormCov(n, m)

General semi-definite positive matrix of low rank, K = LLᵀ.

SumCov(covariances)

Sum of covariance functions, K = K₀ + K₁ + ⋯.