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Matrix Decompositions

Matrix Decompositions

Feb 10, 20261 min read

  • mathematics-for-cs
  • linear-algebra
  • matrix-decompositions

Matrix Decompositions

← Back to Linear Algebra

Methods for factoring matrices into products of simpler matrices. Decompositions reveal structure, simplify computation, and are essential tools in numerical computing, machine learning, and signal processing.

Key Properties

  • SVD
  • LU Decomposition
  • QR Decomposition

Related

  • Eigenvalues and Eigenvectors (related factorization)
  • Used in ML Fundamentals

mathematics-for-cs linear-algebra matrix-decompositions


Graph View

  • Matrix Decompositions
  • Key Properties
  • Related

Backlinks

  • Linear Algebra
  • Eigenvalues and Eigenvectors
  • LU Decomposition
  • QR Decomposition
  • SVD

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