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Fix broken note admonitions (#711)
* Fix note admonition * Fix note admonition 2
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docs/src/tutorials/linear.md

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@@ -84,11 +84,10 @@ LinearSolve.jl specifically tests with the following cases:
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!!! note
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Choosing the most specific matrix structure that matches your specific system will give you the most performance.
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Thus if your matrix is symmetric, specifically building with `Symmetric(A)` will be faster than simply using `A`,
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and will generally lead to better automatic linear solver choices. Note that you can also choose the type for `b`,
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but generally a dense vector will be the fastest here and many solvers will not support a sparse `b`.
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Choosing the most specific matrix structure that matches your specific system will give you the most performance.
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Thus if your matrix is symmetric, specifically building with `Symmetric(A)` will be faster than simply using `A`,
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and will generally lead to better automatic linear solver choices. Note that you can also choose the type for `b`,
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but generally a dense vector will be the fastest here and many solvers will not support a sparse `b`.
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## Using Matrix-Free Operators via SciMLOperators.jl
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!!! note
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Note that not all methods can use a matrix-free operator. For example, `LS.LUFactorization()` requires a matrix. If you use an
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invalid method, you will get an error. The methods particularly from KrylovJL are the ones preferred for these cases
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(and are defaulted to).
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Note that not all methods can use a matrix-free operator. For example, `LS.LUFactorization()` requires a matrix. If you use an
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invalid method, you will get an error. The methods particularly from KrylovJL are the ones preferred for these cases
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(and are defaulted to).

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