diff --git a/.travis.yml b/.travis.yml
index 27a6a0fc7..041c09706 100644
--- a/.travis.yml
+++ b/.travis.yml
@@ -44,9 +44,10 @@ install:
     # build torch
     - travis_wait ./scripts/travis/install-torch-wrapper.sh ~/torch $(pwd)/torch-install-log.txt
 
-    # digits requirements
-    - pip install -r requirements.txt
-    - pip install -r requirements_test.txt
+    # python packages
+    - pip install .
+    - pip install digits[test]
+    - pip install coveralls
 
 before_script:
     - export CAFFE_ROOT=~/caffe
diff --git a/MANIFEST.in b/MANIFEST.in
new file mode 100644
index 000000000..18dc420c3
--- /dev/null
+++ b/MANIFEST.in
@@ -0,0 +1,3 @@
+recursive-include digits/templates *
+recursive-include digits/static *
+recursive-include digits/standard-networks *
diff --git a/requirements.txt b/requirements.txt
deleted file mode 100644
index d4e39ea77..000000000
--- a/requirements.txt
+++ /dev/null
@@ -1,19 +0,0 @@
-Pillow>=2.3.0,<=3.1.2
-numpy>=1.8.1,<=1.11.0
-scipy>=0.13.3,<=0.17.0
-protobuf>=2.5.0,<=2.6.1
-six>=1.5.2,<=1.10.0
-requests>=2.2.1,<=2.9.1
-gevent>=1.0,<=1.1.0
-gevent-websocket==0.9.3
-Flask==0.10.1
-Flask-WTF>=0.11,<=0.12
-wtforms>=2.0,<=2.1
-Flask-SocketIO==2.6
-gunicorn>=17.5,<=19.4.5
-setuptools>=3.3,<=20.7.0
-lmdb==0.87
-h5py>=2.2.1,<=2.6.0
-pydot>=1.0.28,<=1.0.29
-psutil>=1.2.1,<=3.4.2
-matplotlib>=1.3.1,<=1.5.1
diff --git a/requirements_test.txt b/requirements_test.txt
deleted file mode 100644
index eab562217..000000000
--- a/requirements_test.txt
+++ /dev/null
@@ -1,6 +0,0 @@
-nose>=1.3.1,<=1.3.7
-mock>=1.0.1,<=1.3.0
-beautifulsoup4==4.4.1
-selenium>=2.25.0,<=2.48.0
-coverage==3.7.1
-coveralls==1.1
diff --git a/setup.py b/setup.py
new file mode 100644
index 000000000..09a63365d
--- /dev/null
+++ b/setup.py
@@ -0,0 +1,60 @@
+#!/usr/bin/env python2
+# Copyright (c) 2016, NVIDIA CORPORATION.  All rights reserved.
+
+import os.path
+import setuptools
+
+# Get current __version__
+execfile(os.path.join(os.path.abspath(os.path.dirname(__file__)), 'digits', 'version.py'))
+
+setuptools.setup(
+    name='digits',
+    version=__version__,
+    description="NVIDIA's Deep Learning GPU Training System",
+    url='https://developer.nvidia.com/digits',
+    author='DIGITS Development Team',
+    author_email='digits@nvidia.com',
+    license='BSD',
+    classifiers=[
+        'Framework :: Flask',
+        'License :: OSI Approved :: BSD License',
+        'Programming Language :: Python :: 2.7',
+        'Programming Language :: Python :: 2 :: Only',
+        'Topic :: Scientific/Engineering :: Artificial Intelligence',
+    ],
+    keywords='nvidia digits',
+    packages=setuptools.find_packages(),
+    include_package_data=True,
+    zip_safe=False,
+    install_requires=[
+        'Flask==0.10.1',
+        'Flask-SocketIO==2.6',
+        'Flask-WTF>=0.11,<=0.12',
+        'gevent>=1.0,<=1.1.0',
+        'gevent-websocket==0.9.3',
+        'gunicorn>=17.5,<=19.4.5',
+        'h5py>=2.2.1,<=2.6.0',
+        'lmdb==0.87',
+        'matplotlib>=1.3.1,<=1.5.1',
+        'numpy>=1.8.1,<=1.11.0',
+        'Pillow>=2.3.0,<=3.1.2',
+        'protobuf>=2.5.0,<=2.6.1',
+        'psutil>=1.2.1,<=3.4.2',
+        'pydot>=1.0.28,<=1.0.29',
+        'requests>=2.2.1,<=2.9.1',
+        'scipy>=0.13.3,<=0.17.0',
+        'setuptools>=3.3,<=20.7.0',
+        'six>=1.5.2,<=1.10.0',
+        'wtforms>=2.0,<=2.1',
+    ],
+    extras_require={
+        'test': [
+            'beautifulsoup4==4.4.1',
+            'coverage==3.7.1',
+            'mock>=1.0.1,<=1.3.0',
+            'nose>=1.3.1,<=1.3.7',
+        ]
+    },
+    scripts=['digits-server', 'digits-devserver'],
+)
+