Singular Value Decomposition Calculator

Any m×n matrix: A = UΣVᵀ, singular values, rank & subspaces, low-rank approximation, pseudoinverse, least squares and geometry, with graphs.

One row per line; separate entries with spaces or commas. Fractions like 1/2 are allowed. Max 12×12.
One entry per row of A.
Choose an operation, enter a matrix, and press Calculate.