hasktorch-0.2.0.0: Functional differentiable programming in Haskell
Safe HaskellSafe-Inferred
LanguageHaskell2010

Torch.NN.Recurrent.Cell.Elman

Documentation

data ElmanSpec Source #

Constructors

ElmanSpec 

Fields

Instances

Instances details
Show ElmanSpec Source # 
Instance details

Defined in Torch.NN.Recurrent.Cell.Elman

Methods

showsPrec :: Int -> ElmanSpec -> ShowS Source #

show :: ElmanSpec -> String Source #

showList :: [ElmanSpec] -> ShowS Source #

Eq ElmanSpec Source # 
Instance details

Defined in Torch.NN.Recurrent.Cell.Elman

Methods

(==) :: ElmanSpec -> ElmanSpec -> Bool Source #

(/=) :: ElmanSpec -> ElmanSpec -> Bool Source #

Randomizable ElmanSpec ElmanCell Source # 
Instance details

Defined in Torch.NN.Recurrent.Cell.Elman

Methods

sample :: ElmanSpec -> IO ElmanCell Source #

data ElmanCell Source #

Constructors

ElmanCell 

Fields

Instances

Instances details
Generic ElmanCell Source # 
Instance details

Defined in Torch.NN.Recurrent.Cell.Elman

Associated Types

type Rep ElmanCell :: Type -> Type Source #

Methods

from :: ElmanCell -> Rep ElmanCell x Source #

to :: Rep ElmanCell x -> ElmanCell Source #

Show ElmanCell Source # 
Instance details

Defined in Torch.NN.Recurrent.Cell.Elman

Methods

showsPrec :: Int -> ElmanCell -> ShowS Source #

show :: ElmanCell -> String Source #

showList :: [ElmanCell] -> ShowS Source #

Parameterized ElmanCell Source # 
Instance details

Defined in Torch.NN.Recurrent.Cell.Elman

Methods

flattenParameters :: ElmanCell -> [Parameter] Source #

_replaceParameters :: ElmanCell -> ParamStream ElmanCell Source #

Randomizable ElmanSpec ElmanCell Source # 
Instance details

Defined in Torch.NN.Recurrent.Cell.Elman

Methods

sample :: ElmanSpec -> IO ElmanCell Source #

type Rep ElmanCell Source # 
Instance details

Defined in Torch.NN.Recurrent.Cell.Elman

type Rep ElmanCell = D1 ('MetaData "ElmanCell" "Torch.NN.Recurrent.Cell.Elman" "hasktorch-0.2.0.0-F6yFRaDiRF49lpq95SVuR8" 'False) (C1 ('MetaCons "ElmanCell" 'PrefixI 'True) ((S1 ('MetaSel ('Just "weightsIH") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedStrict) (Rec0 Parameter) :*: S1 ('MetaSel ('Just "weightsHH") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedStrict) (Rec0 Parameter)) :*: (S1 ('MetaSel ('Just "biasIH") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedStrict) (Rec0 Parameter) :*: S1 ('MetaSel ('Just "biasHH") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedStrict) (Rec0 Parameter))))

elmanCellForward Source #

Arguments

:: ElmanCell

cell parameters

-> Tensor

input

-> Tensor

hidden

-> Tensor

output