diff --git a/var/spack/repos/builtin/packages/py-gpytorch/package.py b/var/spack/repos/builtin/packages/py-gpytorch/package.py
new file mode 100644
index 0000000000000000000000000000000000000000..abd728a8c5b2b95432b85fe8fe8a594993e7fa9c
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+++ b/var/spack/repos/builtin/packages/py-gpytorch/package.py
@@ -0,0 +1,21 @@
+# 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)
+
+
+class PyGpytorch(PythonPackage):
+    """GPyTorch is a Gaussian process library implemented using PyTorch.
+    GPyTorch is designed for creating scalable, flexible, and modular Gaussian
+    process models with ease."""
+
+    homepage = "https://gpytorch.ai/"
+    url      = "https://pypi.io/packages/source/g/gpytorch/gpytorch-1.1.1.tar.gz"
+
+    maintainers = ['adamjstewart']
+
+    version('1.1.1', sha256='76bd455db2f17af5425f73acfaa6d61b8adb1f07ad4881c0fa22673f84fb571a')
+
+    depends_on('python@3.6:', type=('build', 'run'))
+    depends_on('py-setuptools', type='build')
+    depends_on('py-torch@1.5:', type=('build', 'run'))