Basis Functions

Types

UncertaintyQuantification.MonomialBasis Type

MonomialBasis(d::Integer, p::Integer; include_zero::Bool=true)

Construct a monomial basis in d dimensions of degree less than or equal to p. The keyword include_zero controls wether the zero degree monomial is included.

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UncertaintyQuantification.GaussianRadialBasis Type

GaussianRadialBasis(c::AbstractMatrix{<:Real}, ϵ::Union{Real,Vector{<:Real}})

Construct a guassian radial basis using the center points given in the columns of c and shape parameter ϵ. Different shape parameters can be assigned to each basis function by passing a vector as ϵ.

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UncertaintyQuantification.PolyharmonicRadialBasis Type

PolyharmonicRadialBasis(c::AbstractMatrix{<:Real}, k::Int)

Construct a polyharmonic radial basis of degree k using the center points given in the columns of c.

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