MMSD_Model package contains models for MMSD package. More...
MMSD_Model package contains models for MMSD package.
It contains implementations of MMSD_Model class from package MMSD_Core.
- MSD_GaussianModel which describes a gaussian model
- MSD_ConstraintGaussianModel which describes a constraint gaussian model
To each implementation of MMSD_Model is associated an implementation of MMSD_Cluster
- MMSD_GaussianCluster describes a gaussian cluster for MMSD_GaussianModel
- MMSD_ConstraintGaussianCluster describes a constraint gaussian cluster for MMSD_ConstraintGaussianModel
To update the freedom degrees of a Gaussian Cluster , an equation MATH_Equation needs to be solved defined by the MMSD_GaussianFDFunction (see package MATH_Functions ).
To all these uster mplementations is associated a MMSD_GaussianLaw wich can be either
To the MMSD_SiefelGaussianLaw, is associated an optimizer MATH_StiefelOptimizer to minimize a MMSD_StiefelFunction in order to update the eigen covariance decomposition matrix . The math classes are defined in the package MMSD_Math & all products operations performed in package MATH_LinAlg.
The MMSD_FluryGautschiGaussianLaw use combinatorial generations performed on package MATH_Statistics_Combinatorial.
The organization of this package is as follow:
