Uses of Package
elki.math.linearalgebra

Packages that use elki.math.linearalgebra

Package	Description
elki.clustering.correlation	Correlation clustering algorithms.
elki.clustering.em	Expectation-Maximization clustering algorithm for Gaussian Mixture Modeling (GMM).
elki.clustering.em.models
elki.data.model	Cluster models classes for various algorithms.
elki.data.synthetic.bymodel	Generator using a distribution model specified in an XML configuration file.
elki.datasource.filter.normalization	Data normalization.
elki.datasource.filter.normalization.columnwise	Normalizations operating on columns / variates; where each column is treated independently.
elki.datasource.filter.transform	Data space transformations.
elki.evaluation.clustering.internal	Internal evaluation measures for clusterings.
elki.math.linearalgebra	The linear algebra package provides classes and computational methods for operations on matrices and vectors.
elki.math.linearalgebra.pca	Principal Component Analysis (PCA) and eigenvector processing.
elki.outlier	Outlier detection algorithms.
elki.visualization.projections	Visualization projections.

Classes in elki.math.linearalgebra used by elki.clustering.correlation

Class	Description
LinearEquationSystem	Class for systems of linear equations.

Classes in elki.math.linearalgebra used by elki.clustering.em

Class	Description
ConstrainedQuadraticProblemSolver	Solve a constrained quadratic equation in the form \( \tfrac12 x^T A x + b^T x + c \) constrained by a bounding box.

Classes in elki.math.linearalgebra used by elki.clustering.em.models

Class	Description
CholeskyDecomposition	Cholesky Decomposition.
ConstrainedQuadraticProblemSolver	Solve a constrained quadratic equation in the form \( \tfrac12 x^T A x + b^T x + c \) constrained by a bounding box.

Classes in elki.math.linearalgebra used by elki.data.model

Class	Description
LinearEquationSystem	Class for systems of linear equations.

Classes in elki.math.linearalgebra used by elki.data.synthetic.bymodel

Class	Description
AffineTransformation	Affine transformations implemented using homogeneous coordinates.

Classes in elki.math.linearalgebra used by elki.datasource.filter.normalization

Class	Description
LinearEquationSystem	Class for systems of linear equations.

Classes in elki.math.linearalgebra used by elki.datasource.filter.normalization.columnwise

Class	Description
LinearEquationSystem	Class for systems of linear equations.

Classes in elki.math.linearalgebra used by elki.datasource.filter.transform

Class	Description
Centroid	Class to compute the centroid of some data.
CovarianceMatrix	Class for computing covariance matrixes using stable mean and variance computations.

Classes in elki.math.linearalgebra used by elki.evaluation.clustering.internal

Class	Description
Centroid	Class to compute the centroid of some data.

Classes in elki.math.linearalgebra used by elki.math.linearalgebra

Class	Description
AffineTransformation	Affine transformations implemented using homogeneous coordinates.
Centroid	Class to compute the centroid of some data.
ConstrainedQuadraticProblemSolver.DimensionState	Describes the calculation state of a Dimension
ConstrainedQuadraticProblemSolver.ProblemData	Contains arrays for a specific size needed for the problem calculation using this object saves the creation of all those arrays, because we can just reuse them.
CovarianceMatrix	Class for computing covariance matrixes using stable mean and variance computations.
ProjectedCentroid	Centroid only using a subset of dimensions.

Classes in elki.math.linearalgebra used by elki.math.linearalgebra.pca

Class	Description
EigenvalueDecomposition	Eigenvalues and eigenvectors of a real matrix.

Classes in elki.math.linearalgebra used by elki.outlier

Class	Description
CovarianceMatrix	Class for computing covariance matrixes using stable mean and variance computations.

Classes in elki.math.linearalgebra used by elki.visualization.projections

Class	Description
AffineTransformation	Affine transformations implemented using homogeneous coordinates.