diff --git a/Control/GroupWith.hs b/Control/GroupWith.hs
new file mode 100644
--- /dev/null
+++ b/Control/GroupWith.hs
@@ -0,0 +1,67 @@
+
+-----------------------------------------------------------------------------
+-- |
+-- Module      :  Control.GroupWiths
+-- Copyright   :  (c) Uli Köhler 2014
+-- License     :  Apache License v2.0
+-- Maintainer  :  ukoehler@techoverflow.net
+-- Stability   :  provisional
+-- Portability :  portable
+--
+-- A collection of grouping utility functions.
+-- For a given function that assigns a key to objects,
+-- provides functions that group said objects into a multimap
+-- by said key.
+--
+-- This can be used similarly to the SQL GROUP BY statement.
+--
+-- Provides a more flexible approach to GHC.Exts.groupWith
+--
+-- > groupWith (take 1) ["a","ab","bc"] == Map.fromList [("a",["a","ab"]), ("b",["bc"])]
+--  
+-----------------------------------------------------------------------------
+module Control.GroupWith(
+        MultiMap,
+        groupWith,
+        groupWithMultiple,
+        groupWithUsing
+    ) where
+
+import Data.Map (Map)
+import qualified Data.Map as Map
+
+type MultiMap a b = Map a [b]
+
+-- | Group values in a list by a key, generated
+--   by a given function. The resulting map contains
+--   for each generated key the values (from the given list)
+--   that yielded said key by applying the function on said value.
+groupWith :: (Ord b) =>
+             (a -> b) -- ^ The function used to map a list value to its key
+          -> [a] -- ^ The list to be grouped
+          -> MultiMap b a -- ^ The resulting key --> value multimap
+groupWith f xs = Map.fromListWith (++) [(f x, [x]) | x <- xs]
+
+-- | Like groupWith, but the identifier-generating function
+--   may generate multiple keys for each value (or none at all).
+--   The corresponding value from the original list will be placed
+--   in the identifier-corresponding map entry for each generated
+--   identifier.
+--   Note that values are added to the 
+groupWithMultiple :: (Ord b) =>
+                     (a -> [b]) -- ^ The function used to map a list value to its keys
+                  -> [a] -- ^ The list to be grouped
+                  -> MultiMap b a -- ^ The resulting map
+groupWithMultiple f xs = 
+  let identifiers x = [(val, [x]) | val <- f x]
+  in Map.fromListWith (++) $ concat [identifiers x | x <- xs]
+
+-- | Like groupWith, but uses a custom combinator function
+groupWithUsing :: (Ord b) =>
+             (a -> c) -- ^ Transformer function used to map a value to the resulting type
+          -> (c -> c -> c) -- ^ The combinator used to combine an existing value
+                           --   for a given key with a new value
+          -> (a -> b) -- ^ The function used to map a list value to its key
+          -> [a] -- ^ The list to be grouped
+          -> Map b c -- ^ The resulting key --> transformed value map
+groupWithUsing t c f xs = Map.fromListWith c $ map (\v -> (f v, t v)) xs
diff --git a/GroupWithTest.hs b/GroupWithTest.hs
new file mode 100644
--- /dev/null
+++ b/GroupWithTest.hs
@@ -0,0 +1,78 @@
+import Test.Hspec
+import Test.QuickCheck
+import Control.Exception (evaluate)
+import Control.Monad
+import Control.GroupWith
+import Data.Map (Map)
+import Data.List (sort)
+import qualified Data.Map as Map
+
+multimapElemEq :: (Eq k, Ord v) => (k,[v]) -> (k,[v]) -> Bool
+multimapElemEq (k1,v1) (k2,v2) = (k1 == k2) && (sort v1 == sort v2)
+
+-- Check if two multimap-representing lists are equal,
+-- disregarding value list order
+multimapListEq :: (Ord a, Ord b, Eq a, Eq b) => [(a,[b])] -> [(a,[b])] -> Bool
+multimapListEq xs ys =
+    let zipped = zipWith multimapElemEq xs ys
+    in and zipped
+
+multimapEq :: (Ord a, Ord b, Eq a, Eq b) => Map a [b] -> Map a [b] -> Bool
+multimapEq x y =
+    multimapListEq (Map.toList x) (Map.toList y)
+
+multimapTupleEq :: (Ord a, Ord b, Eq a, Eq b) => (Map a [b], Map a [b]) -> Bool
+multimapTupleEq (x,y) = multimapEq x y
+
+main :: IO ()
+main = hspec $ do
+  describe "groupWith" $ do
+    it "should group a simple value correctly" $
+        let data_ = ["a","abc","ab","bc"]
+            fn = take 1
+            ref = Map.fromList [("a",["a","abc","ab"]),("b",["bc"])]
+            result = groupWith fn data_
+        in (result, ref) `shouldSatisfy` multimapTupleEq
+    it "should return an empty map when given an empty list" $
+        -- We need to specialize here, because it's ⊥
+        let fn = error "This function should never be called" :: Int -> Int
+            data_ = [] :: [Int]
+            result = groupWith fn data_
+        in result `shouldSatisfy` ((==) 0 . Map.size)
+    -- Fuzzing, couldn't get this to compile properly yet
+    -- it "should not crash for any input string list" $
+    --    property $ (\d -> groupWith (take 1) d `seq` True)
+  describe "groupWithUsing" $ do
+    it "should return an empty map when given an empty list" $
+        -- We need to specialize here, because it's ⊥
+        let fn = error "This function should never be called" :: Int -> Int
+            data_ = [] :: [Int]
+            result = groupWith fn data_
+        in result `shouldSatisfy` ((==) 0 . Map.size)
+    it "should be usable for counting" $
+        -- Instead of building up lists, we count the number of elements
+        let t n = 1 -- For each x, count 1
+            c = (+) -- Sum up the counts
+            fn = take 1
+            data_ = ["a","abc","ab","bc"]
+            ref = Map.fromList [("a",3),("b",1)] :: Map String Int
+            result = groupWithUsing t c fn data_
+        in result `shouldBe` ref
+  describe "groupWithMultiple" $ do
+    it "should group correctly given a simple list" $
+        let data_ = ["a","abc","ab","bc"]
+            fn x = [take 1 x, take 2 x]
+            -- Note the multiple "a"s in the first line:
+            -- one from `take 1`, one from `take 2`
+            ref = Map.fromList [("a",["a","a","abc","ab"]),
+                                ("ab",["ab","abc"]),
+                                ("b",["bc"]),
+                                ("bc",["bc"])]
+            result = groupWithMultiple fn data_
+        in (result, ref) `shouldSatisfy` multimapTupleEq
+    it "should return an empty map when given an empty list" $
+        -- We need to specialize here, because it's ⊥
+        let fn = error "This function should never be called" :: Int -> [Int]
+            data_ = [] :: [Int]
+            result = groupWithMultiple fn data_
+        in result `shouldSatisfy` ((==) 0 . Map.size)
diff --git a/LICENSE b/LICENSE
new file mode 100644
--- /dev/null
+++ b/LICENSE
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diff --git a/README.md b/README.md
new file mode 100644
--- /dev/null
+++ b/README.md
@@ -0,0 +1,4 @@
+group-by
+========
+
+A Haskell library to classify objects by a function value, just like SQL GROUP BY
diff --git a/Setup.hs b/Setup.hs
new file mode 100644
--- /dev/null
+++ b/Setup.hs
@@ -0,0 +1,2 @@
+import Distribution.Simple
+main = defaultMain
diff --git a/group-with.cabal b/group-with.cabal
new file mode 100644
--- /dev/null
+++ b/group-with.cabal
@@ -0,0 +1,38 @@
+name:                group-with
+version:             0.1.0.0
+synopsis:            Classify objects by key-generating function, like SQL GROUP BY
+description:         A library to classify objects into multimaps by using a function generating
+                     keys for any object in the list.
+
+                     This allows an approach similar to SQL GROUP BY.
+
+                     Provides a more flexible approach to `GHC.Exts.groupWith`.
+homepage:            https://github.com/ulikoehler/group-with
+license:             Apache-2.0
+license-file:        LICENSE
+author:              Uli Köhler
+maintainer:          ukoehler@techoverflow.net
+-- copyright:           
+category:            Data
+build-type:          Simple
+extra-source-files:  README.md
+cabal-version:       >=1.10
+
+source-repository head
+  type: git
+  location: https://github.com/ulikoehler/group-with
+
+library
+  exposed-modules: Control.GroupWith
+  -- other-modules:
+  -- other-extensions:
+  build-depends:       base >= 4.2 && < 4.8, containers >= 0.3
+  -- hs-source-dirs:
+  default-language:    Haskell2010
+
+Test-Suite test-groupby
+    type:       exitcode-stdio-1.0
+    main-is:    GroupWithTest.hs
+    default-language:    Haskell2010
+    build-depends: base, Cabal >= 1.9.2, hspec, hspec-expectations,
+                   containers >= 0.3, QuickCheck
