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Update design.md
Fixed typos.
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docs/src/design.md

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@@ -34,7 +34,7 @@ inputs, they do _not_ immediately satisfy these properties as it is unclear whet
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of size `P x Q` represents a collection of `P` `Q`-dimensional inputs (each row is an
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input), or `Q` `P`-dimensional inputs (each column is an input).
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Moreover, they occassionally add some aesthetic inconvenience.
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Moreover, they occasionally add some aesthetic inconvenience.
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For example, a collection of `Real`-valued inputs, which might be straightforwardly
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represented as an `AbstractVector{<:Real}`, must be reshaped into a matrix.
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@@ -67,7 +67,7 @@ dimension seems somewhat redundant.
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Another way to partly resolve these problems is to not commit to a convention, and instead
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to propagate some additional information through the codebase that specifies how the input
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data is to be interpretted.
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data is to be interpreted.
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For example, a kernel `k` that represents the sum of two other kernels might implement
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`kernelmatrix` as follows:
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```julia

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