SVD Calculator

A = UΣVᵀ decomposition

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About SVD Calculator

A Singular Value Decomposition (SVD) calculator that factors any m×n matrix as A = UΣVᵀ. U and V are orthogonal, Σ is diagonal with singular values σ₁ ≥ σ₂ ≥ ... ≥ 0. Shows rank, condition number, and pseudoinverse. Select from preset matrices. All calculations are client-side via eigendecomposition of AᵀA.

SVD Calculator Features

  • U Σ Vᵀ
  • Singular values
  • Rank
  • Condition #
  • Presets

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