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green tests
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src/diffKernel.jl

Lines changed: 4 additions & 4 deletions
Original file line numberDiff line numberDiff line change
@@ -93,16 +93,16 @@ and instead implement
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```
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Then there should be only a single
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```julia
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(k::Kernel)(x,y) = evaluate(k, x, y)
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(k::Kernel)(x,y) = _evaluate(k, x, y)
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```
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which all the kernels would fall back to.
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This ensures that evaluate(k::T, x::DiffPt{Dim}, y::DiffPt{Dim}) is always
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more specialized and call beforehand.
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=#
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for T in [SimpleKernel, Kernel] #subtypes(Kernel)
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(k::T)(x::DiffPt{Dim}, y::DiffPt{Dim}) where {Dim} = evaluate(k, x, y)
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(k::T)(x::DiffPt{Dim}, y) where {Dim} = evaluate(k, x, DiffPt(y))
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(k::T)(x, y::DiffPt{Dim}) where {Dim} = evaluate(k, DiffPt(x), y)
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(k::T)(x::DiffPt{Dim}, y::DiffPt{Dim}) where {Dim} = _evaluate(k, x, y)
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(k::T)(x::DiffPt{Dim}, y) where {Dim} = _evaluate(k, x, DiffPt(y))
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(k::T)(x, y::DiffPt{Dim}) where {Dim} = _evaluate(k, DiffPt(x), y)
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end
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test/diffKernel.jl

Lines changed: 2 additions & 2 deletions
Original file line numberDiff line numberDiff line change
@@ -7,15 +7,15 @@
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k(DiffPt([1,2], partial=(1)), DiffPt([1,2], partial=2))# Cov(∂₁Z(x), ∂₂Z(y)) where x=[1,2], y=[1,2]
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end
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@testset "Sanity Checks with $k" for k in [MaternKernel()]
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@testset "Sanity Checks with $k" for k in [SEKernel()]
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for x in [0, 1, -1, 42]
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# for stationary kernels Cov(∂Z(x) , Z(x)) = 0
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@test k(DiffPt(x, partial=1), x) 0
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# the slope should be positively correlated with a point further down
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@test k(
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DiffPt(x, partial=1), # slope
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x + 1e-10 # point further down
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x + 1e-1 # point further down
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) > 0
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# correlation with self should be positive

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