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v2: Add f32 linalg support #629

@shinaoka

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@shinaoka

Linalg ops (cholesky, svd, qr, eigh, solve, triangular_solve) currently support f64 and Complex64 only.

Add f32 and Complex32 support via FaerLinalg trait implementations.

See tenferro-tensor/src/cpu/linalg/faer_linalg.rs.

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