NLP.Perceptron.Sequence

Documentation

data Model

Constructors

Model

Fields

options :: Options

weights :: UArray I Float

Instances

Binary Model

type Trace = [(Double, Double, Double)]

data Options

Constructors

Options

Fields

oYMap :: YMap

oIndexSet :: IntSet

oYDict :: IntMap [Yi]

oYs :: [Yi]

oBeam :: !Int

oRate :: !Float

oEpochs :: !Int

oFeatBounds :: Maybe (Int, Int)

oStopWinSize :: !Int

oStopThreshold :: !Double

Instances

Eq Options

Binary Options

type YMap = (Xi, Array Yi Xi, Array (Yi, Yi) Xi)

train :: Options -> [(X, Y)] -> [(X, Y)] -> (Model, Trace)

decode :: Model -> X -> Y

DECODING