Class Summary |
DataSet |
|
Density |
The abstract Density class provides the basic assets of a Gaussian density. |
DensityDiagonal |
|
DensityFull |
The DensityFull is a Gaussian density with full covariance matrix. |
DistributionTest |
A collection of statistical tests for normal distribution of data |
HMM |
Abstract HMM class. |
Initialization |
Collection of algorithms to initialize a codebook |
MixtureDensity |
A Gaussian mixture density using either diagonal or full covariance matrices. |
ParallelEM |
A parallel implementation of the EM algorithm. |
ParallelML |
A parallel implementation of the maximum likelihood estimation. |
Sample |
A more sophisticated way of storing a Sample. |
Trainer |
Implementation of sequential training algorithms for (mixture) densities. |