Linear Algebra

Matrix and vector operations for small matrices/vectors. Designed for quick checks and small workloads (max 15×15).

OperationPrecision

Matrix A (rows separated by newline, columns by space/comma/tab)

Example: 1 2\n3 4 or CSV-like 1,2\n3,4

Matrix B (only used for binary ops)

Scalar (for Scalar × A)

Quick actions:

Show steps

Result will appear here

Matrix helpers

This tool provides many matrix and vector operations. Limits: max 15×15 to keep computations fast on the client.

For multiplication the UI can show step-by-step element calculations when matrices are small — useful for learning and verification.
Vector geometry preview is a simple 2D projection for quick visualization; for 3D consider a dedicated viewer.
Cross product is implemented for 3D vectors only; dot product works for equal-length vectors.