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> There are no huge libraries full of C code like pandas or scipy.

Isn't Julia's LinearAlgebra a wrapper around BLAS/LAPACK implementations (OpenBLAS/MKL etc.)?

LinearAlgebra is mainly julia code. It does indeed call out to BLAS for many operations, but a huge amount of it is native Julia.