3 files changed, 16 insertions, 5 deletions

diff --git a/packages/base/src/Internal/Algorithms.hs b/packages/base/src/Internal/Algorithms.hs
index d2f17f4..ee3ddff 100644
--- a/packages/base/src/Internal/Algorithms.hs
+++ b/packages/base/src/Internal/Algorithms.hs
@@ -470,17 +470,25 @@ eigenvaluesSH (Her m) = eigenvaluesSH' m
 
 --------------------------------------------------------------
 
+-- | QR decomposition of a matrix in compact form. (The orthogonal matrix is not explicitly formed.)
+data QR t = QR (Matrix t) (Vector t)
+
 -- | QR factorization.
 --
 -- If @(q,r) = qr m@ then @m == q \<> r@, where q is unitary and r is upper triangular.
 qr :: Field t => Matrix t -> (Matrix t, Matrix t)
 qr = {-# SCC "qr" #-} unpackQR . qr'
 
-qrRaw m = qr' m
+-- | Compute the QR decomposition of a matrix in compact form.
+qrRaw :: Field t => Matrix t -> QR t
+qrRaw m = QR x v
+  where
+    (x,v) = qr' m
 
-{- | generate a matrix with k orthogonal columns from the output of qrRaw
--}
-qrgr n (a,t)
+-- | generate a matrix with k orthogonal columns from the compact QR decomposition obtained by 'qrRaw'.
+--
+qrgr :: Field t => Int -> QR t -> Matrix t
+qrgr n (QR a t)
     | dim t > min (cols a) (rows a) || n < 0 || n > dim t = error "qrgr expects k <= min(rows,cols)"
     | otherwise = qrgr' n (a,t)
 
@@ -870,6 +878,8 @@ fixPerm' s = res $ mutable f s0
 triang r c h v = (r><c) [el s t | s<-[0..r-1], t<-[0..c-1]]
     where el p q = if q-p>=h then v else 1 - v
 
+-- | Compute the explicit LU decomposition from the compact one obtained by 'luPacked'.
+luFact :: Numeric t => LU t -> (Matrix t, Matrix t, Matrix t, t)
 luFact (LU l_u perm)
     | r <= c    = (l ,u ,p, s)
     | otherwise = (l',u',p, s)
diff --git a/packages/base/src/Internal/Modular.hs b/packages/base/src/Internal/Modular.hs
index a3421a8..239c742 100644
--- a/packages/base/src/Internal/Modular.hs
+++ b/packages/base/src/Internal/Modular.hs
@@ -371,7 +371,7 @@ test = (ok, info)
 
     checkLU okf t = norm_Inf $ flatten (l <> u <> p - t)
       where
-        (l,u,p,_ :: Int) = luFact (LU x' p')
+        (l,u,p,_) = luFact (LU x' p')
           where
             (x',p') = mutable (luST okf) t
 
diff --git a/packages/base/src/Numeric/LinearAlgebra.hs b/packages/base/src/Numeric/LinearAlgebra.hs
index 7be2600..a1c0158 100644
--- a/packages/base/src/Numeric/LinearAlgebra.hs
+++ b/packages/base/src/Numeric/LinearAlgebra.hs
@@ -162,6 +162,7 @@ module Numeric.LinearAlgebra (
     Transposable,
     LU(..),
     LDL(..),
+    QR(..),
     CGState(..),
     Testable(..)
 ) where