5 files changed, 154 insertions, 48 deletions

diff --git a/lib/Numeric/Container.hs b/lib/Numeric/Container.hs
index 5339c7e..d1ce588 100644
--- a/lib/Numeric/Container.hs
+++ b/lib/Numeric/Container.hs
@@ -105,28 +105,35 @@ cdot u v = udot (conj u) v
 class Contraction a b c | a b -> c, a c -> b, b c -> a
   where
     infixl 7 <>
-    {- | matrix-matrix product, matrix-vector product, unconjugated dot product
+    {- | Matrix-matrix product, matrix-vector product, and unconjugated dot product
 
 >>> let a = (3><4) [1..] :: Matrix Double
-
 >>> a
 (3><4)
  [ 1.0,  2.0,  3.0,  4.0
  , 5.0,  6.0,  7.0,  8.0
  , 9.0, 10.0, 11.0, 12.0 ]
 
+matrix × matrix:
+
 >>> disp 2 (a <> trans a)
 3x3
  30   70  110
  70  174  278
 110  278  446
 
+matrix × vector:
+
 >>> a <> fromList [1,0,2,-1::Double]
 fromList [3.0,11.0,19.0]
 
+vector × matrix:
+
 >>> fromList [1,2,3::Double] <> a
 fromList [38.0,44.0,50.0,56.0]
 
+unconjugated dot product:
+
 >>> fromList [1,i] <> fromList[2*i+1,3]
 1.0 :+ 5.0
 
@@ -160,9 +167,9 @@ instance LSDiv Matrix Matrix where
 
 --------------------------------------------------------
 
-{- | dot product : @u · v = 'cdot' u v@
+{- | Dot product : @u · v = 'cdot' u v@
 
- unicode 0x00b7, Alt-Gr .
+ (unicode 0x00b7, Alt-Gr .)
 
 >>> fromList [1,i] · fromList[2*i+1,3]
 1.0 :+ (-1.0)
diff --git a/lib/Numeric/HMatrix.hs b/lib/Numeric/HMatrix.hs
new file mode 100644
index 0000000..8e0b4a2
--- /dev/null
+++ b/lib/Numeric/HMatrix.hs
@@ -0,0 +1,117 @@
+-----------------------------------------------------------------------------
+{- |
+Module      :  Numeric.HMatrix
+Copyright   :  (c) Alberto Ruiz 2006-14
+License     :  GPL
+
+Maintainer  :  Alberto Ruiz
+Stability   :  provisional
+
+This module reexports the most common Linear Algebra functions.
+
+-}
+-----------------------------------------------------------------------------
+module Numeric.HMatrix (
+
+    -- * Basic types and data processing    
+    module Numeric.HMatrix.Data,
+    
+    -- | The standard numeric classes are defined elementwise.
+    --
+    -- >>> fromList [1,2,3] * fromList [3,0,-2 :: Double]
+    -- fromList [3.0,0.0,-6.0]
+    -- 
+    -- In arithmetic operations single-element vectors and matrices automatically
+    -- expand to match the dimensions of the other operand.
+    -- 
+    -- >>> 2 * ident 3
+    -- 2 * ident 3 :: Matrix Double
+    -- (3><3)
+    -- [ 2.0, 0.0, 0.0
+    -- , 0.0, 2.0, 0.0
+    -- , 0.0, 0.0, 2.0 ]
+    --
+
+    -- * Products
+    (<>), (·), outer, kronecker, cross,
+    optimiseMult, scale,
+    sumElements, prodElements, absSum,
+    
+    -- * Linear Systems
+    (<\>),
+    linearSolve,
+    linearSolveLS,
+    linearSolveSVD,
+    luSolve,
+    cholSolve,
+    
+    -- * Inverse and pseudoinverse
+    inv, pinv, pinvTol,
+
+    -- * Determinant and rank
+    rcond, rank, ranksv, 
+    det, invlndet,
+    
+    -- * Singular value decomposition
+    svd,
+    fullSVD,
+    thinSVD,
+    compactSVD,
+    singularValues,
+    leftSV, rightSV,
+    
+    -- * Eigensystems
+    eig, eigSH, eigSH',
+    eigenvalues, eigenvaluesSH, eigenvaluesSH',
+    geigSH',
+
+    -- * QR
+    qr, rq,
+
+    -- * Cholesky
+    chol, cholSH, mbCholSH,
+
+    -- * Hessenberg
+    hess,
+
+    -- * Schur
+    schur,
+
+    -- * LU
+    lu, luPacked,
+    
+    -- * Matrix functions
+    expm,
+    sqrtm,
+    matFunc,
+
+    -- * Nullspace
+    nullspacePrec,
+    nullVector,
+    nullspaceSVD,
+    null1, null1sym,
+    
+    orth,
+
+    -- * Norms
+    norm1, norm2, normInf,
+
+    -- * Correlation and Convolution
+    corr, conv, corrMin, corr2, conv2,
+
+    -- * Random arrays
+    rand, randn, RandDist(..), randomVector, gaussianSample, uniformSample,
+    
+    -- * Misc
+    meanCov, peps, relativeError, haussholder
+) where
+
+import Numeric.HMatrix.Data
+
+import Numeric.Matrix()
+import Numeric.Vector()
+import Numeric.Container
+import Numeric.LinearAlgebra.Algorithms
+import Numeric.LinearAlgebra.Util
+
+
diff --git a/lib/Numeric/LinearAlgebra/Data.hs b/lib/Numeric/HMatrix/Data.hs
index a3639d5..49dad10 100644
--- a/lib/Numeric/LinearAlgebra/Data.hs
+++ b/lib/Numeric/HMatrix/Data.hs
@@ -1,16 +1,19 @@
 --------------------------------------------------------------------------------
 {- |
-Module      :  Numeric.LinearAlgebra.Data
+Module      :  Numeric.HMatrix.Data
 Copyright   :  (c) Alberto Ruiz 2014
 License     :  GPL
 
 Maintainer  :  Alberto Ruiz
 Stability   :  provisional
 
+Basic data processing.
+
 -}
 --------------------------------------------------------------------------------
 
-module Numeric.LinearAlgebra.Data(
+module Numeric.HMatrix.Data(
+
     -- * Vector
     -- | 1D arrays are storable vectors from the vector package.
     
@@ -19,58 +22,34 @@ module Numeric.LinearAlgebra.Data(
     -- * Matrix
     Matrix, (><), size, (@@>), trans, ctrans,
     
-    -- * Construction functions
-   
+    -- * Construction
     scalar, konst, build, assoc, accum, linspace, -- ones, zeros,
 
+    -- * Diagonal
+    ident, diag, diagl, diagRect, takeDiag,
+
     -- * Data manipulation
-    
     fromList, toList, subVector, takesV, vjoin,
-         
     flatten, reshape, asRow, asColumn, row, col,
-
-    fromRows, toRows, fromColumns, toColumns, fromLists, toLists,
-    
+    fromRows, toRows, fromColumns, toColumns, fromLists, toLists, fromArray2D,
     takeRows, dropRows, takeColumns, dropColumns, subMatrix, (?), (¿), fliprl, flipud,
-    
-    -- * Diagonal matrices
-    
-    ident, diag, diagl, diagRect, takeDiag,
-   
-    -- * Block matrices
-
+  
+    -- * Block matrix
     fromBlocks, (¦), (——), diagBlock, repmat, toBlocks, toBlocksEvery,
 
     -- * Mapping functions
-   
     conj, cmap, step, cond,
     
     -- * Find elements
-    
     find, maxIndex, minIndex, maxElement, minElement, atIndex,
 
-    -- * Products
-    
-    (<>), (·), outer, kronecker, cross,
-    sumElements, prodElements, absSum,
-    optimiseMult,
-    
-    corr, conv, corrMin, corr2, conv2,
-    
-    (<\>),
-    
-    -- * Random arrays
-
-    rand, randn, RandDist(..), randomVector, gaussianSample, uniformSample,
-    
     -- * IO
-    
     disp, dispf, disps, dispcf, vecdisp, latexFormat, format,
     loadMatrix, saveMatrix, fromFile, fileDimensions,
     readMatrix,
     fscanfVector, fprintfVector, freadVector, fwriteVector,
 
--- * Element conversion
+-- * Conversion
     Convert(..),
     Complexable(),
     RealElement(),
@@ -79,13 +58,12 @@ module Numeric.LinearAlgebra.Data(
 
     IndexOf,
     
-    module Data.Complex,
-
     -- * Misc
-    scale, meanCov, arctan2,
+    arctan2,
     rows, cols,
     separable,
-    fromArray2D
+
+    module Data.Complex
 
 ) where
 
diff --git a/lib/Numeric/LinearAlgebra/Data/Devel.hs b/lib/Numeric/HMatrix/Devel.hs
index 88c980c..37bf826 100644
--- a/lib/Numeric/LinearAlgebra/Data/Devel.hs
+++ b/lib/Numeric/HMatrix/Devel.hs
@@ -1,6 +1,6 @@
 --------------------------------------------------------------------------------
 {- |
-Module      :  Numeric.LinearAlgebra.Data.Devel
+Module      :  Numeric.HMatrix.Devel
 Copyright   :  (c) Alberto Ruiz 2014
 License     :  GPL
 
@@ -12,7 +12,7 @@ The library can be easily extended using the tools in this module.
 -}
 --------------------------------------------------------------------------------
 
-module Numeric.LinearAlgebra.Data.Devel(
+module Numeric.HMatrix.Devel(
     -- * FFI helpers
     -- | Sample usage, to upload a perspective matrix to a shader.
     --
@@ -51,7 +51,7 @@ module Numeric.LinearAlgebra.Data.Devel(
     liftMatrix, liftMatrix2, liftMatrix2Auto,
 
     -- * Misc
-    Element, Container, Product, Contraction, LSDiv
+    Element, Container, Product, Contraction, LSDiv, Field
 ) where
 
 import Data.Packed.Foreign
@@ -59,5 +59,6 @@ import Data.Packed.Development
 import Data.Packed.ST
 import Numeric.Container(Container,Contraction,LSDiv,Product)
 import Data.Packed
+import Numeric.LinearAlgebra.Algorithms(Field)
 
 
diff --git a/lib/Numeric/LinearAlgebra/Algorithms.hs b/lib/Numeric/LinearAlgebra/Algorithms.hs
index 7c1c032..de9cb00 100644
--- a/lib/Numeric/LinearAlgebra/Algorithms.hs
+++ b/lib/Numeric/LinearAlgebra/Algorithms.hs
@@ -21,6 +21,8 @@ imported from "Numeric.LinearAlgebra.LAPACK".
 
 -}
 -----------------------------------------------------------------------------
+{-# OPTIONS_HADDOCK hide #-}
+
 
 module Numeric.LinearAlgebra.Algorithms (
 -- * Supported types
@@ -85,8 +87,9 @@ import Data.Array
 import Numeric.ContainerBoot
 
 
-{- | Class used to define generic linear algebra computations for both real and complex matrices. Only double precision is supported in this version (we can
-transform single precision objects using 'single' and 'double').
+{- | Generic linear algebra functions for double precision real and complex matrices.
+
+(Single precision data can be converted using 'single' and 'double').
 
 -}
 class (Product t,
@@ -438,7 +441,7 @@ i = 0:+1
 
 -----------------------------------------------------------------------
 
--- | The nullspace of a matrix from its SVD decomposition.
+-- | The nullspace of a matrix from its precomputed SVD decomposition.
 nullspaceSVD :: Field t
              => Either Double Int -- ^ Left \"numeric\" zero (eg. 1*'eps'),
                                   --   or Right \"theoretical\" matrix rank.