diff --git a/Data/Distribution/Plot.hs b/Data/Distribution/Plot.hs
new file mode 100644
--- /dev/null
+++ b/Data/Distribution/Plot.hs
@@ -0,0 +1,219 @@
+{- Copyright 2014 Romain Edelmann
+
+   Licensed under the Apache License, Version 2.0 (the "License");
+   you may not use this file except in compliance with the License.
+   You may obtain a copy of the License at
+
+       http://www.apache.org/licenses/LICENSE-2.0
+
+   Unless required by applicable law or agreed to in writing, software
+   distributed under the License is distributed on an "AS IS" BASIS,
+   WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+   See the License for the specific language governing permissions and
+   limitations under the License. -}
+
+
+-- | This module provides functions to plot distributions to files.
+module Data.Distribution.Plot
+    ( -- * Plotting
+      plot
+    , plotWith
+      -- ** Options
+    , PlotOptions (..)
+      -- ** Lenses
+    , plot_aggregator
+    , plot_title
+    , plot_labels
+    , plot_colors
+    , plot_displayer
+    , plot_dimensions
+    , plot_format
+    , plot_extra_domain
+    , plot_stacked
+    , plot_inversed
+    ) where
+
+import Graphics.Rendering.Chart
+import Graphics.Rendering.Chart.Backend.Cairo
+import Data.Colour
+import Data.Colour.Names
+import Data.Default.Class
+import Data.List (transpose)
+import Data.Monoid
+import Data.Ratio
+import Data.Set (Set)
+import qualified Data.Set as Set
+import Control.Arrow (second)
+import Control.Lens
+import Control.Monad (void)
+
+import Data.Distribution.Aggregator
+import Data.Distribution.Core
+import Data.Distribution.Measure
+
+-- | Options for plotting distributions.
+data PlotOptions a = PlotOptions
+    { getAggregator :: Aggregator a
+      -- ^ Aggregator to apply on the values.
+      --   Defaults to identity.
+    , getTitle :: String
+      -- ^ Title of the plot.
+      --   Defaults to the empty string.
+    , getLabels :: [String]
+      -- ^ Labels of the distributions.
+      --   Defaults to @[]@.
+    , getColors :: [AlphaColour Double]
+      -- ^ Colors for the distributions.
+      --   Defaults to 'defaultColorSeq'.
+    , getDisplayer :: a -> String
+      -- ^ How to display the values.
+      --   Defaults to @show@.
+    , getDimensions :: (Int, Int)
+      -- ^ Dimension of the output image.
+      --   Defaults to @(600, 400)@.
+    , getFormat :: FileFormat
+      -- ^ Format of the output image.
+      --   Defaults to @PNG@.
+    , getExtraDomain :: Set a
+      -- ^ Values to display unconditionally.
+      --   Defaults to the empty set.
+    , getStacked :: Bool
+      -- ^ Whether to stack bars.
+      --   Defaults to @False@.
+    , getInversed :: Bool
+      -- ^ @True@ to put distributions on the x-axis,
+      --   @False@ to put values on the x-axis.
+      --   Defaults to @False@.
+    }
+
+instance Show a => Default (PlotOptions a) where
+    def = PlotOptions
+        { getAggregator = mempty
+        , getTitle = ""
+        , getLabels = []
+        , getColors = defaultColorSeq
+        , getDisplayer = show
+        , getDimensions = (600, 400)
+        , getFormat = PNG
+        , getExtraDomain = Set.empty
+        , getStacked = False
+        , getInversed = False }
+
+
+-- Lenses
+
+
+-- | Lens for 'getAggregator'.
+plot_aggregator :: Simple Lens (PlotOptions a) (Aggregator a)
+plot_aggregator = lens getAggregator (\ o x -> o { getAggregator = x })
+
+-- | Lens for 'getTitle'.
+plot_title :: Simple Lens (PlotOptions a) String
+plot_title = lens getTitle (\ o x -> o { getTitle = x })
+
+-- | Lens for 'getLabels'.
+plot_labels :: Simple Lens (PlotOptions a) [String]
+plot_labels = lens getLabels (\ o x -> o { getLabels = x })
+
+-- | Lens for 'getColors'.
+plot_colors :: Simple Lens (PlotOptions a) [AlphaColour Double]
+plot_colors = lens getColors (\ o x -> o { getColors = x })
+
+-- | Lens for 'getDisplayer'.
+plot_displayer :: Simple Lens (PlotOptions a) (a -> String)
+plot_displayer = lens getDisplayer (\ o x -> o { getDisplayer = x })
+
+-- | Lens for 'getDisplayer'.
+plot_dimensions :: Simple Lens (PlotOptions a) (Int, Int)
+plot_dimensions = lens getDimensions (\ o x -> o { getDimensions = x })
+
+-- | Lens for 'getFormat'.
+plot_format :: Simple Lens (PlotOptions a) FileFormat
+plot_format = lens getFormat (\ o x -> o { getFormat = x })
+
+-- | Lens for 'getExtraDomain'.
+plot_extra_domain :: Simple Lens (PlotOptions a) (Set a)
+plot_extra_domain = lens getExtraDomain (\ o x -> o { getExtraDomain = x })
+
+-- | Lens for 'getStacked'.
+plot_stacked :: Simple Lens (PlotOptions a) Bool
+plot_stacked = lens getStacked (\ o x -> o { getStacked = x })
+
+-- | Lens for 'getInversed'.
+plot_inversed :: Simple Lens (PlotOptions a) Bool
+plot_inversed = lens getInversed (\ o x -> o { getInversed = x })
+
+
+-- Plotting
+
+
+-- | Plots the given distributions to PNG file.
+--
+--   See 'plotWith' for more options.
+plot :: (Show a, Ord a) => FilePath -> [Distribution a] -> IO ()
+plot = plotWith def
+
+
+-- | Plots the given distributions to a file.
+plotWith :: Ord a => PlotOptions a -> FilePath -> [Distribution a] -> IO ()
+plotWith options file distributions = void $ renderableToFile env
+    (if getInversed options then inversed else normal) file
+  where
+    env = fo_format .~ getFormat options
+        $ fo_size .~ getDimensions options
+        $ def
+
+    baseLayout = layout_title .~ getTitle options
+               $ layout_title_style . font_size .~ 10
+               $ layout_y_axis . laxis_override .~
+                (axis_labels %~ map (map (second (++ "%"))))
+               $ layout_left_axis_visibility . axis_show_ticks .~ False
+               $ def :: Layout PlotIndex Double
+
+    domain = Set.toAscList
+           $ Set.unions
+           $ (:) (getExtraDomain options)
+           $ map support distributions
+
+    baseBars = plot_bars_spacing .~ BarsFixGap 30 30
+             $ plot_bars_item_styles .~ map makeStyle
+                (cycle $ getColors options)
+             $ plot_bars_style .~ barStyle
+             $ def
+      where
+        makeStyle c = (solidFillStyle c, Nothing)
+        barStyle = if getStacked options then BarsStacked else BarsClustered
+
+    normal = toRenderable layout
+      where
+        xvalues = domain
+
+        yvalues = transpose $ map
+                (modifyProbabilities (getAggregator options) . zip xvalues
+                . \ d -> map (`probabilityAt` d) xvalues) distributions
+
+        layout = layout_x_axis . laxis_generate .~ autoIndexAxis
+                    (map (getDisplayer options) xvalues)
+               $ layout_plots .~ [ plotBars bars ]
+               $ baseLayout
+
+        bars = plot_bars_values .~ addIndexes
+                (map (map (fromRational . (* 100) . toRational)) yvalues)
+             $ plot_bars_titles .~ getLabels options
+             $ baseBars
+
+    inversed = toRenderable layout
+      where
+        xvalues = getLabels options
+
+        yvalues = map (modifyProbabilities (getAggregator options) .
+            zip domain . \ d -> map (`probabilityAt` d) domain) distributions
+
+        layout = layout_x_axis . laxis_generate .~ autoIndexAxis xvalues
+               $ layout_plots .~ [ plotBars bars ]
+               $ baseLayout
+
+        bars = plot_bars_values .~ addIndexes
+                (map (map (fromRational . (* 100) . toRational)) yvalues)
+             $ plot_bars_titles .~ map (getDisplayer options) domain
+             $ baseBars
diff --git a/LICENSE b/LICENSE
new file mode 100644
--- /dev/null
+++ b/LICENSE
@@ -0,0 +1,202 @@
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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/distribution-plot.cabal b/distribution-plot.cabal
new file mode 100644
--- /dev/null
+++ b/distribution-plot.cabal
@@ -0,0 +1,64 @@
+-- Initial haskell-distribution-plot.cabal generated by cabal init.  For
+-- further documentation, see http://haskell.org/cabal/users-guide/
+
+-- The name of the package.
+name:                distribution-plot
+
+-- The package version.  See the Haskell package versioning policy (PVP)
+-- for standards guiding when and how versions should be incremented.
+-- http://www.haskell.org/haskellwiki/Package_versioning_policy
+-- PVP summary:      +-+------- breaking API changes
+--                   | | +----- non-breaking API additions
+--                   | | | +--- code changes with no API change
+version:             1.0.0.0
+
+-- A short (one-line) description of the package.
+synopsis:            Easily plot distributions from the distribution package..
+
+-- A longer description of the package.
+-- description:
+
+-- URL for the project homepage or repository.
+homepage:            https://github.com/redelmann/haskell-distribution-plot
+
+-- The license under which the package is released.
+license:             Apache-2.0
+
+-- The file containing the license text.
+license-file:        LICENSE
+
+-- The package author(s).
+author:              Romain Edelmann
+
+-- An email address to which users can send suggestions, bug reports, and
+-- patches.
+maintainer:          romain.edelmann@gmail.com
+
+-- A copyright notice.
+-- copyright:
+
+category:            Math
+
+build-type:          Simple
+
+-- Constraint on the version of Cabal needed to build this package.
+cabal-version:       >=1.8
+
+
+library
+  -- Modules exported by the library.
+  exposed-modules:     Data.Distribution.Plot
+
+  -- Modules included in this library but not exported.
+  -- other-modules:
+
+  -- Other library packages from which modules are imported.
+  build-depends:       base >=4.5 && <5,
+                       Chart ==1.2.*,
+                       Chart-cairo ==1.2.*,
+                       colour ==2.3.*,
+                       data-default-class ==0.0.*,
+                       containers ==0.5.*,
+                       lens ==4.2.*,
+                       distribution ==1.0.*
+
