ELynx.MarkovProcess.MixtureModel

Creation date: Tue Jan 29 19:17:40 2019.

To be imported qualified.

Types

type Weight = Double

Mixture model component weight.

data Component

A mixture model component has a weight and a substitution model.

Instances

Read Component

Defined in ELynx.MarkovProcess.MixtureModel

Methods

readsPrec :: Int -> ReadS Component

readList :: ReadS [Component]

readPrec :: ReadPrec Component

readListPrec :: ReadPrec [Component]

Show Component

Defined in ELynx.MarkovProcess.MixtureModel

Methods

showsPrec :: Int -> Component -> ShowS

show :: Component -> String

showList :: [Component] -> ShowS

data MixtureModel

A mixture model with its components.

Instances

Read MixtureModel

Defined in ELynx.MarkovProcess.MixtureModel

Methods

readsPrec :: Int -> ReadS MixtureModel

readList :: ReadS [MixtureModel]

readPrec :: ReadPrec MixtureModel

readListPrec :: ReadPrec [MixtureModel]

Show MixtureModel

Defined in ELynx.MarkovProcess.MixtureModel

Methods

showsPrec :: Int -> MixtureModel -> ShowS

show :: MixtureModel -> String

showList :: [MixtureModel] -> ShowS

Getters

getWeights :: MixtureModel -> Vector Weight

Get weights.

getSubstitutionModels :: MixtureModel -> Vector SubstitutionModel

Get substitution models.

Building mixture models

fromSubstitutionModels :: Name -> Normalize -> Vector Weight -> Vector SubstitutionModel -> MixtureModel

Create a mixture model from a list of substitution models.

If Normalize is DoNormalize, globally normalize the mixture model. Global normalization has no effect if all components are already normalized.

Transformations

concatenate :: Name -> Vector MixtureModel -> MixtureModel

Concatenate mixture models.

scale :: Double -> MixtureModel -> MixtureModel

Scale all substitution models of the mixture model.

normalize :: MixtureModel -> MixtureModel

Globally normalize a mixture model so that on average one event happens per unit time.

appendNameComponents :: Name -> MixtureModel -> MixtureModel

Append byte string to all substitution models of mixture model.