Documentation

doubleWeight :: Lang repr => ImpW repr h Double Source #

sigmoid :: Lang r => r h (Double -> Double) Source #

sigmoid1 :: Lang r => r h Double -> r h Double Source #

scaleAdd :: Lang repr => ImpW repr h ((Double, Double) -> Double) Source #

withBias :: Lang repr => ImpW repr h (Double -> Double) Source #

neuron :: Lang repr => ImpW repr h ((Double, Double) -> Double) Source #

neuron1 :: Lang repr => ImpW repr h (Double, Double) -> ImpW repr h Double Source #

hidden :: Lang repr => ImpW repr h ((Double, Double) -> ((Double, Double), (Double, Double))) Source #

type XOR = (Double, Double) -> Double Source #

xorNet :: Lang repr => ImpW repr h XOR Source #

l2 :: Lang repr => repr h (Double -> Double -> Double) Source #

l22 :: Lang r => r h Double -> r h Double -> r h Double Source #

eval :: Lang repr => repr h (XOR -> ((Double, Double), Double) -> Double) Source #

dataset :: Lang repr => repr h [((Double, Double), Double)] Source #

loss :: Lang repr => repr h (XOR -> Double) Source #

findXor :: forall g m. (RandomGen g, Monad m) => g -> (AST -> m ()) -> (Int -> Double -> String -> m ()) -> m XOR Source #

main :: IO () Source #