diff --git python-astroML/python-astroML.spec python-astroML/python-astroML.spec.tmp
index 29db99e352..07284bb14c 100644
--- python-astroML/python-astroML.spec
+++ python-astroML/python-astroML.spec.tmp
@@ -3,7 +3,7 @@
 
 Name:           python-%{upname}
 Version:        0.3
-Release:        13%{?dist}
+Release:        14%{?dist}
 Summary:        Python tools for machine learning and data mining in Astronomy
 
 License:        BSD
@@ -31,20 +31,27 @@ BuildRequires:  python3-setuptools
 BuildRequires:  python3-scipy
 %endif
 
+%global _description\
+AstroML is a Python module for machine learning and data mining built on\
+numpy, scipy, scikit-learn, and matplotlib, and distributed under the\
+3-clause BSD license. It contains a growing library of statistical and\
+machine learning routines for analyzing astronomical data in python,\
+loaders for several open astronomical datasets, and a large suite of\
+examples of analyzing and visualizing astronomical datasets.\
+
+
+%description %_description
+
+%package -n python2-astroml
+Summary: %summary
 Requires:       numpy
 Requires:       python-astropy
 Requires:       python-matplotlib
 Requires:       python2-scikit-learn
 Requires:       scipy
+%{?python_provide:%python_provide python2-astroml}
 
-%description
-AstroML is a Python module for machine learning and data mining built on
-numpy, scipy, scikit-learn, and matplotlib, and distributed under the
-3-clause BSD license. It contains a growing library of statistical and
-machine learning routines for analyzing astronomical data in python,
-loaders for several open astronomical datasets, and a large suite of
-examples of analyzing and visualizing astronomical datasets.
-
+%description -n python2-astroml %_description
 
 %if 0%{?with_python3}
 %package -n python3-%{upname}
@@ -112,7 +119,7 @@ popd
 #xvfb-run -a nosetests-%{python2_version}
 
 
-%files
+%files -n python2-astroml
 %license LICENSE.rst
 %doc CHANGES.rst CITATION README.rst
 %{python2_sitelib}/%{upname}
@@ -132,6 +139,10 @@ popd
 
 
 %changelog
+* Sat Aug 12 2017 Zbigniew Jędrzejewski-Szmek <zbyszek@in.waw.pl> - 0.3-14
+- Python 2 binary package renamed to python2-astroml
+  See https://fedoraproject.org/wiki/FinalizingFedoraSwitchtoPython3
+
 * Thu Jul 27 2017 Fedora Release Engineering <releng@fedoraproject.org> - 0.3-13
 - Rebuilt for https://fedoraproject.org/wiki/Fedora_27_Mass_Rebuild