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diff --git a/dev-python/hcluster/hcluster-0.2.0-r1.ebuild b/dev-python/hcluster/hcluster-0.2.0-r1.ebuild
new file mode 100644
index 00000000000..14a618504e1
--- /dev/null
+++ b/dev-python/hcluster/hcluster-0.2.0-r1.ebuild
@@ -0,0 +1,24 @@
+# Copyright 1999-2015 Gentoo Foundation
+# Distributed under the terms of the GNU General Public License v2
+# $Id$
+
+EAPI=5
+PYTHON_COMPAT=( python2_7 )
+
+inherit distutils-r1
+
+DESCRIPTION="Python hierarchical clustering package for Scipy"
+HOMEPAGE="http://code.google.com/p/scipy-cluster/ http://pypi.python.org/pypi/hcluster"
+SRC_URI="http://scipy-cluster.googlecode.com/files/${P}.tar.gz"
+
+LICENSE="BSD"
+SLOT="0"
+KEYWORDS="~amd64 ~x86"
+IUSE=""
+
+DEPEND="dev-python/numpy[${PYTHON_USEDEP}]"
+RDEPEND="${DEPEND}
+	dev-python/matplotlib[${PYTHON_USEDEP}]"
+
+# Tests need X display with matplotlib.
+RESTRICT="test"