diff --git a/python-statsmodels.spec b/python-statsmodels.spec
index f49e53e..7ea7b47 100644
--- a/python-statsmodels.spec
+++ b/python-statsmodels.spec
@@ -1,10 +1,9 @@
 %global with_python3 1
-# We need python3-pandas
 %global upname statsmodels
 
 Name: python-%{upname}
 Version: 0.5.0
-Release: 10%{?dist}
+Release: 11%{?dist}
 Summary: Statistics in Python
 # Package is licensed under BSD (3 clauses)
 # except the following files in Public Domain
@@ -23,14 +22,12 @@ Patch0: statsmodels-skiptests.patch
 Patch1: statsmodels-f21-arm.patch
 # This tests fails in F20 i686, but no in F21 i686
 Patch2: statsmodels-f20-32.patch
+Patch3: statsmodels-ipython-doc.patch
 
 BuildRequires: python2-devel python-nose
 BuildRequires: numpy scipy Cython python-patsy python-pandas
-BuildRequires: python-sphinx python-ipython-console
+BuildRequires: python-sphinx python-ipython-sphinx
 BuildRequires: python-matplotlib
-# Included due to bug #1030396
-#BuildRequires: python-matplotlib-qt4
-#BuildRequires: tex-preview
 
 Requires: numpy scipy python-patsy python-pandas
 
@@ -56,10 +53,7 @@ This package contains the full API documentation for %{name}.
 Summary: Statistics in Python
 BuildRequires: python3-devel python3-nose
 BuildRequires: python3-numpy python3-scipy python3-Cython python3-patsy python3-pandas
-BuildRequires: python3-sphinx python3-matplotlib python3-ipython-console
-# Due to bug #1030396
-#BuildRequires: python3-matplotlib-qt4
-#BuildRequires: tex-preview
+BuildRequires: python3-sphinx python3-matplotlib python-ipython-sphinx
 
 Requires: python3-numpy python3-scipy python3-patsy python3-pandas
 
@@ -88,6 +82,8 @@ This package contains the full API documentation for %{name}.
 %ifarch %{ix86}
 %patch2 -p1
 %endif
+%patch3 -p1
+
 # Remove cython generated code, doesn't work with python3.4
 # C files are regenerated
 pushd statsmodels
@@ -127,8 +123,8 @@ find -name '*.py' | xargs sed -i '1s|^#!python|#!%{__python}|'
 
 %build
 CFLAGS="%{optflags}" %{__python2} setup.py build 
-#%{__python2} setup.py build_sphinx
-#rm -f build/sphinx/html/.buildinfo
+%{__python2} setup.py build_sphinx
+rm -f build/sphinx/html/.buildinfo
 
 %if 0%{?with_python3}
 pushd %{py3dir}
@@ -137,8 +133,8 @@ CFLAGS="%{optflags}" %{__python3} setup.py build
 #%{__python3} setup.py build_sphinx
 popd
 # Copying the python2 docs for the moment
-#mkdir -p docs/_build3/
-#cp -a build/sphinx/html build/sphinx3
+mkdir -p build/sphinx3
+cp -a build/sphinx/html build/sphinx3
 %endif # with_python3
 
 %install
@@ -184,8 +180,7 @@ popd
 %{python2_sitearch}/*
 
 %files doc
-%doc LICENSE.txt COPYRIGHTS.txt README_l1.txt README.txt examples LICENSE.libqsturng.txt LICENSE.statsmodels.txt README.datasets.txt COPYING.datasets
-#doc LICENSE.txt COPYRIGHTS.txt README_l1.txt README.txt examples build/sphinx/html LICENSE.libqsturng.txt LICENSE.statsmodels.txt README.datasets.txt COPYING.datasets
+%doc LICENSE.txt COPYRIGHTS.txt README_l1.txt README.txt examples build/sphinx/html LICENSE.libqsturng.txt LICENSE.statsmodels.txt README.datasets.txt COPYING.datasets
 
 %if 0%{?with_python3}
 %files -n python3-%{upname}
@@ -193,8 +188,7 @@ popd
 %{python3_sitearch}/*
 
 %files -n python3-%{upname}-doc
-%doc LICENSE.txt COPYRIGHTS.txt README_l1.txt README.txt examples LICENSE.libqsturng.txt LICENSE.statsmodels.txt README.datasets.txt COPYING.datasets
-#doc LICENSE.txt COPYRIGHTS.txt README_l1.txt README.txt examples build/sphinx3/html LICENSE.libqsturng.txt LICENSE.statsmodels.txt README.datasets.txt COPYING.datasets
+%doc LICENSE.txt COPYRIGHTS.txt README_l1.txt README.txt examples build/sphinx3/html LICENSE.libqsturng.txt LICENSE.statsmodels.txt README.datasets.txt COPYING.datasets
 
 %endif # with_python3
 
diff --git a/statsmodels-ipython-doc.patch b/statsmodels-ipython-doc.patch
new file mode 100644
index 0000000..c1f25c1
--- /dev/null
+++ b/statsmodels-ipython-doc.patch
@@ -0,0 +1,14 @@
+diff -ur a/docs/source/conf.py b/docs/source/conf.py
+--- a/docs/source/conf.py	2014-06-17 16:38:31.727477317 +0200
++++ b/docs/source/conf.py	2014-06-17 16:39:35.234998082 +0200
+@@ -32,8 +32,8 @@
+               'sphinx.ext.inheritance_diagram',
+               'matplotlib.sphinxext.plot_directive',
+               'matplotlib.sphinxext.only_directives',
+-              'ipython_console_highlighting',
+-              'ipython_directive',
++              'IPython.sphinxext.ipython_console_highlighting',
++              'IPython.sphinxext.ipython_directive',
+               'numpy_ext.numpydoc',
+               'github' # for GitHub links
+               ]