diff --git a/var/spack/repos/builtin/packages/py-pygps/package.py b/var/spack/repos/builtin/packages/py-pygps/package.py
new file mode 100644
index 0000000000..ffb556c007
--- /dev/null
+++ b/var/spack/repos/builtin/packages/py-pygps/package.py
@@ -0,0 +1,22 @@
+# Copyright 2013-2020 Lawrence Livermore National Security, LLC and other
+# Spack Project Developers. See the top-level COPYRIGHT file for details.
+#
+# SPDX-License-Identifier: (Apache-2.0 OR MIT)
+
+from spack import *
+
+
+class PyPygps(PythonPackage):
+    """pyGPs is a Python library for Gaussian Process (GP)
+       Regression and Classification."""
+
+    homepage = "https://github.com/marionmari/pyGPs"
+    url      = "https://pypi.io/packages/source/p/pygps/pyGPs-1.3.5.tar.gz"
+
+    version('1.3.5', sha256='5af668415a7bf1666c7c6da3bb09d29e48c395862c6feb23964b476972a015d4')
+
+    depends_on('py-setuptools',  type='build')
+    depends_on('py-numpy',       type=('build', 'run'))
+    depends_on('py-scipy@0.13:', type=('build', 'run'))
+    depends_on('py-matplotlib',  type=('build', 'run'))
+    depends_on('py-future',      type=('build', 'run'))