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linearly independent columns. The diagonal matrix is exactly that, so the inverse exists and is easy to compute. Other Interesting Objects Symmetric Matrix Symmetric matrix is a matrix that is equal to its own transpose. Unit Vector Unit vectors have L2 norms of 1. Orthogonal Vectors Two vectors x