Implement matrix multiplication

This commit is contained in:
Kiana Sheibani 2022-06-23 19:10:47 -04:00
parent a0d9c766c0
commit c71cd953a0
Signed by: toki
GPG key ID: 6CB106C25E86A9F7
2 changed files with 39 additions and 5 deletions

View file

@ -107,3 +107,27 @@ export
kronecker : Num a => Vector m a -> Vector n a -> Matrix m n a
kronecker a b with (viewShape a, viewShape b)
_ | (Shape [m], Shape [n]) = fromFunction [m,n] (\[i,j] => index i a * index j b)
--------------------------------------------------------------------------------
-- Matrix multiplication
--------------------------------------------------------------------------------
export
Num a => Mult (Matrix m n a) (Vector n a) (Vector m a) where
mat *. v with (viewShape mat)
_ | Shape [m,n] = fromFunction [m]
(\[i] => foldMap @{%search} @{Additive}
(\j => mat !! [i,j] * v !! j) range)
export
Num a => Mult (Matrix m n a) (Matrix n p a) (Matrix m p a) where
m1 *. m2 with (viewShape m1, viewShape m2)
_ | (Shape [m,n], Shape [n,p]) = fromFunction [m,p]
(\[i,j] => foldMap @{%search} @{Additive}
(\k => m1 !! [i,k] * m2 !! [k,j]) range)
export
{n : _} -> Num a => MultNeutral (Matrix' n a) where
neutral = identity