diff --git a/.coveragerc b/.coveragerc
index ac51b5c..4d00f14 100644
--- a/.coveragerc
+++ b/.coveragerc
@@ -1,4 +1,4 @@
 [run]
 # omit virtualenv and test files
 omit = venv/*, */tests/*
-source=dwave_embedding_utilities
+source=dwave
diff --git a/.travis.yml b/.travis.yml
index 5a9550e..4fb387d 100644
--- a/.travis.yml
+++ b/.travis.yml
@@ -6,6 +6,7 @@ matrix:
         #   sudo: required
         #   python: "nightly"
         #   env: TOXENV=pynightly
+        #   deploy:
         - os: linux
           sudo: required
           python: "3.6"
@@ -27,26 +28,27 @@ matrix:
           deploy:
         - os: osx
           language: generic
-          env: TOXENV=py27
+          env: TOXENV=py36
           before_install:
             - brew update
-            - virtualenv env -p python2
+            - brew upgrade python
+            - pip install virtualenv
+            - virtualenv env -p python
             - source env/bin/activate
           deploy:
         - os: osx
           language: generic
-          env: TOXENV=py36
+          env: TOXENV=py27
           before_install:
             - brew update
-            - brew install python3
-            - virtualenv env -p python3
+            - virtualenv env -p python2
             - source env/bin/activate
           deploy:
 
 install:
-    - pip install -r requirements.txt
+    - pip install -r tests/requirements.txt
     - pip install .
-    
+
 script:
 - coverage run -m unittest discover
 
diff --git a/docs/conf.py b/docs/conf.py
index e79c9c3..cbddcde 100644
--- a/docs/conf.py
+++ b/docs/conf.py
@@ -63,11 +63,11 @@
 # |version| and |release|, also used in various other places throughout the
 # built documents.
 #
-import dwave_embedding_utilities
+import dwave.embedding.utilities.utilities
 # The short X.Y version.
-version = dwave_embedding_utilities.__version__
+version = dwave.embedding.utilities.package_info.__version__
 # The full version, including alpha/beta/rc tags.
-release = dwave_embedding_utilities.__version__
+release = dwave.embedding.utilities.package_info.__version__
 
 # The language for content autogenerated by Sphinx. Refer to documentation
 # for a list of supported languages.
@@ -89,9 +89,9 @@
 # If true, `todo` and `todoList` produce output, else they produce nothing.
 todo_include_todos = True
 
-modindex_common_prefix = ['dwave_embedding_utilities.']
+modindex_common_prefix = ['dwave.embedding.utilities.']
 
-doctest_global_setup = "from dwave_embedding_utilities import *"
+doctest_global_setup = "from dwave.embedding.utilities import *"
 
 
 # -- Options for HTML output ----------------------------------------------
diff --git a/docs/requirements.txt b/docs/requirements.txt
new file mode 100644
index 0000000..8213302
--- /dev/null
+++ b/docs/requirements.txt
@@ -0,0 +1,2 @@
+sphinx
+sphinx_rtd_theme
diff --git a/dwave/__init__.py b/dwave/__init__.py
new file mode 100644
index 0000000..69e3be5
--- /dev/null
+++ b/dwave/__init__.py
@@ -0,0 +1 @@
+__path__ = __import__('pkgutil').extend_path(__path__, __name__)
diff --git a/dwave/embedding/__init__.py b/dwave/embedding/__init__.py
new file mode 100644
index 0000000..69e3be5
--- /dev/null
+++ b/dwave/embedding/__init__.py
@@ -0,0 +1 @@
+__path__ = __import__('pkgutil').extend_path(__path__, __name__)
diff --git a/dwave/embedding/utilities/__init__.py b/dwave/embedding/utilities/__init__.py
new file mode 100644
index 0000000..a802038
--- /dev/null
+++ b/dwave/embedding/utilities/__init__.py
@@ -0,0 +1,5 @@
+from __future__ import absolute_import
+
+# for each module in this package, import __all__
+
+from dwave.embedding.utilities.utilities import *
diff --git a/dwave/embedding/utilities/package_info.py b/dwave/embedding/utilities/package_info.py
new file mode 100644
index 0000000..5059d59
--- /dev/null
+++ b/dwave/embedding/utilities/package_info.py
@@ -0,0 +1,4 @@
+__version__ = '0.3.0'
+__author__ = 'D-Wave Systems Inc.'
+__authoremail__ = 'acondello@dwavesys.com'
+__description__ = 'Utilities to manage embedding for the D-Wave System'
diff --git a/dwave_embedding_utilities.py b/dwave/embedding/utilities/utilities.py
similarity index 99%
rename from dwave_embedding_utilities.py
rename to dwave/embedding/utilities/utilities.py
index 55e53cf..0014ab4 100644
--- a/dwave_embedding_utilities.py
+++ b/dwave/embedding/utilities/utilities.py
@@ -99,7 +99,7 @@ def itervalues(d):
 __all__ = ['target_to_source', 'chain_break_frequency', 'embed_ising',
            'edgelist_to_adjacency',
            'unembed_samples',
-           'discard', 'majority_vote', 'weighted_random', 'minimize_energy',
+           'discard', 'majority_vote', 'weighted_random', 'MinimizeEnergy',
            'chain_to_quadratic']
 
 __version__ = '0.3.0'
diff --git a/requirements.txt b/requirements.txt
index 6a33fb9..8171964 100644
--- a/requirements.txt
+++ b/requirements.txt
@@ -1,5 +1,3 @@
 dimod==0.5.0
 dwave_networkx==0.6.0
 networkx==2.0
-
-coveralls
\ No newline at end of file
diff --git a/setup.py b/setup.py
index 126a70d..f98b434 100644
--- a/setup.py
+++ b/setup.py
@@ -1,7 +1,28 @@
-from setuptools import setup
+import sys
+import os
+from setuptools import setup, find_packages
 
-from dwave_embedding_utilities import __version__, __author__, __description__, __authoremail__
+_PY2 = sys.version_info.major == 2
 
+# Change directories so this works when called from other locations. Useful in build systems that build from source.
+setup_folder_loc = os.path.dirname(os.path.abspath(__file__))
+os.chdir(setup_folder_loc)
+
+# Add __version__, __author__, __authoremail__, __description__ to this namespace
+path_to_package_info = os.path.join('.', 'dwave', 'embedding', 'utilities', 'package_info.py')
+if _PY2:
+    execfile(path_to_package_info)
+else:
+    exec(open(path_to_package_info).read())
+
+# These should be minimal requiments for the package to work, and avoid pinning dependencies unless required. See
+# https://packaging.python.org/discussions/install-requires-vs-requirements/
+install_requires = ['dimod>=0.5.0,<0.6.0',
+                    'dwave_networkx>=0.6.0,<0.7.0',
+                    'networkx>=2.0,<3.0']
+
+# Any extra requirements, to be used by pip install PACKAGENAME['keyname']
+extras_require = {}
 
 setup(
     name='dwave_embedding_utilities',
@@ -9,7 +30,11 @@
     author=__author__,
     author_email=__authoremail__,
     description=__description__,
+    long_description=open('README.rst').read(),
     url='https://github.com/dwavesystems/dwave_embedding_utilities',
     license='Apache 2.0',
-    py_modules=['dwave_embedding_utilities']
+    packages=find_packages(exclude=['tests']),
+    install_requires=install_requires,
+    extras_require=extras_require,
+    zip_safe=False,
 )
diff --git a/tests/requirements.txt b/tests/requirements.txt
new file mode 100644
index 0000000..131c54e
--- /dev/null
+++ b/tests/requirements.txt
@@ -0,0 +1,4 @@
+-r ../requirements.txt
+
+coverage
+coveralls
diff --git a/tests/test_embedding_utilities.py b/tests/test_embedding_utilities.py
index dc0580d..496e36f 100644
--- a/tests/test_embedding_utilities.py
+++ b/tests/test_embedding_utilities.py
@@ -6,7 +6,7 @@
 import dwave_networkx as dnx
 import dimod
 
-import dwave_embedding_utilities as eutil
+import dwave.embedding.utilities as eutil
 
 
 class TestTargetToSource(unittest.TestCase):