Math.HiddenMarkovModel.Example.SineWave

Warning: do not import that module, it is only intended for demonstration

Example of an HMM with continuous emissions. We train a model to accept sine waves of a certain frequency.

There are four hidden states: 0 - rising, 1 - high, 2 - falling, 3 - low.

Documentation

hmm :: Gaussian Double

sineWaveLabeled :: T [] (State, Double)

sineWave :: T [] Double

revealed :: T [] State

hmmTrainedSupervised :: Gaussian Double

hmmTrainedUnsupervised :: Gaussian Double

hmmIterativelyTrained :: Gaussian Double