SVDDecomposition (Episteme API Documentation)

java.lang.Object

org.episteme.core.mathematics.linearalgebra.matrices.solvers.SVDDecomposition

public class SVDDecomposition extends Object

Singular Value Decomposition (SVD).

This class delegates to the active LinearAlgebraProvider via AlgorithmManager.

Since:: 1.0
Author:: Silvere Martin-Michiellot, Gemini AI (Google DeepMind)

Constructor Summary

Constructors

Constructor

Description

SVDDecomposition()
Method Summary

Modifier and Type

Method

Description

static SVDResult<Real>

decompose(Matrix<Real> matrix)

Computes SVD decomposition using the best available LinearAlgebraProvider.

Methods inherited from class Object
clone, equals, finalize, getClass, hashCode, notify, notifyAll, toString, wait, wait, wait

Constructor Details
- SVDDecomposition
  
  public SVDDecomposition()
Method Details
- decompose
  
  public static SVDResult<Real> decompose(Matrix<Real> matrix)
  
  Computes SVD decomposition using the best available LinearAlgebraProvider.
  
  Parameters:
  
  matrix - the matrix to decompose
  
  Returns:
  
  the result containing U, S, and V