Linear Algebra

Singular Value Decomposition (A = UΣVᵀ)

Compute the SVD of a 2×2 or 3×3 matrix: orthogonal U, diagonal Σ (singular values), and orthogonal Vᵀ.

Settings
Matrix A

Singular Values

Enter a matrix and click Compute SVD.

U, Σ, Vᵀ Matrices

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Matrix Grids & Singular Value Bar Chart

Step-by-Step Solution

Steps will appear here after computing.