Math.HiddenMarkovModel.Example.SineWavePrivate

Documentation

>>> import qualified Data.NonEmpty as NonEmpty

data State

Constructors

Rising

High

Falling

Low

Instances

Bounded State

Defined in Math.HiddenMarkovModel.Example.SineWavePrivate

Methods

minBound :: State

maxBound :: State

Enum State

Defined in Math.HiddenMarkovModel.Example.SineWavePrivate

Methods

succ :: State -> State

pred :: State -> State

toEnum :: Int -> State

fromEnum :: State -> Int

enumFrom :: State -> [State]

enumFromThen :: State -> State -> [State]

enumFromTo :: State -> State -> [State]

enumFromThenTo :: State -> State -> State -> [State]

Eq State

Defined in Math.HiddenMarkovModel.Example.SineWavePrivate

Methods

(==) :: State -> State -> Bool

(/=) :: State -> State -> Bool

Ord State

Defined in Math.HiddenMarkovModel.Example.SineWavePrivate

Methods

compare :: State -> State -> Ordering

(<) :: State -> State -> Bool

(<=) :: State -> State -> Bool

(>) :: State -> State -> Bool

(>=) :: State -> State -> Bool

max :: State -> State -> State

min :: State -> State -> State

Show State

Defined in Math.HiddenMarkovModel.Example.SineWavePrivate

Methods

showsPrec :: Int -> State -> ShowS

show :: State -> String

showList :: [State] -> ShowS

type StateSet = Enumeration State

stateSet :: StateSet

type HMM = Gaussian () StateSet Double

hmm :: HMM

stateVector :: Double -> Double -> Double -> Double -> Vector StateSet Double

sineWaveLabeled :: T [] (State, Double)

>>> take 20 $ map fst $ NonEmpty.flatten sineWaveLabeled
[Rising,Rising,High,High,High,Falling,Falling,Falling,Low,Low,Low,Rising,Rising,Rising,Rising,High,High,High,Falling,Falling]

sineWave :: T [] Double

revealed :: T [] State

>>> take 20 $ NonEmpty.flatten revealed
[Rising,Rising,High,High,High,Falling,Falling,Falling,Low,Low,Low,Low,Rising,Rising,Rising,High,High,High,Falling,Falling]

hmmTrainedSupervised :: HMM

hmmTrainedUnsupervised :: HMM

hmmIterativelyTrained :: HMM