実存的なタイプに完全に戸惑っていますが、Numeric.FADライブラリが必要です。
これはコードです:
error_diffs :: [Double] -> NetworkState [(Int, Int, Double)]
error_diffs desired_outputs = do diff_error <- (diff_op $ error' $ map FAD.lift desired_outputs)::(NetworkState ([FAD.Dual tag Double] -> FAD.Dual tag Double))
weights <- link_weights
let diffs = FAD.grad (diff_error::([FAD.Dual tag a] -> FAD.Dual tag b)) weights
links <- link_list
return $ zipWith (\link diff ->
(linkFrom link, linkTo link, diff)
) links diffs
error'は、diff_opによって実行されるReaderモナドで実行されます。これにより、匿名関数が生成され、現在のNetworkStateとFAD.gradからの差分入力が取得され、Readerに詰め込まれます。
Haskellは私を次のように混乱させます:
Inferred type is less polymorphic than expected
Quantified type variable `tag' is mentioned in the environment:
diff_error :: [FAD.Dual tag Double] -> FAD.Dual tag Double
(bound at Operations.hs:100:33)
In the first argument of `FAD.grad', namely
`(diff_error :: [FAD.Dual tag a] -> FAD.Dual tag b)'
In the expression:
FAD.grad (diff_error :: [FAD.Dual tag a] -> FAD.Dual tag b) weights
In the definition of `diffs':
diffs = FAD.grad
(diff_error :: [FAD.Dual tag a] -> FAD.Dual tag b) weights