Package de.lmu.ifi.dbs.elki.math.linearalgebra.randomprojections

Random projection families.

See: Description

Interface Summary

Interface	Description
RandomProjectionFamily	Interface for random projection families.
RandomProjectionFamily.Projection	Interface for projection instances.

Class Summary

Class	Description
AbstractRandomProjectionFamily	Abstract base class for random projection families.
AbstractRandomProjectionFamily.MatrixProjection	Class to project using a matrix multiplication.
AbstractRandomProjectionFamily.Parameterizer	Parameterization interface (with the shared
AchlioptasRandomProjectionFamily	Random projections as suggested by Dimitris Achlioptas.
AchlioptasRandomProjectionFamily.Parameterizer	Parameterization class.
CauchyRandomProjectionFamily	Random projections using Cauchy distributions (1-stable).
CauchyRandomProjectionFamily.Parameterizer	Parameterization class.
GaussianRandomProjectionFamily	Random projections using Cauchy distributions (1-stable).
GaussianRandomProjectionFamily.Parameterizer	Parameterization class.
RandomSubsetProjectionFamily	Random projection family based on selecting random features.
RandomSubsetProjectionFamily.Parameterizer	Parameterization class.
RandomSubsetProjectionFamily.SubsetProjection	Random subset projection.

Package de.lmu.ifi.dbs.elki.math.linearalgebra.randomprojections Description

Random projection families.