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Bunch-Kaufman factorization #10

@juliohm

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@juliohm

Thank you @mohamed82008 for this package. Can it solve JuliaDiff/ForwardDiff.jl#602?

I wonder if we can easily use the factorizations implemented here with Turing.jl models.

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