diff --git a/.gitignore b/.gitignore
index 6060cf3..1a58382 100644
--- a/.gitignore
+++ b/.gitignore
@@ -11,3 +11,4 @@ dist/
 .cache/
 env/
 tests/test_project_fixtures/*/.git/
+.tox/
diff --git a/.travis.yml b/.travis.yml
index 1ddbdb7..5fea858 100644
--- a/.travis.yml
+++ b/.travis.yml
@@ -1,11 +1,37 @@
+sudo: false
 language: python
-python:
-  - "2.7"
-  - "3.4"
-  - "3.5"
-  - "3.6"
-script:
-  - flake8 django_migration_linter
-  - py.test
+
+matrix:
+  include:
+    - python: 2.7
+      env: TOXENV=py27-django110
+    - python: 2.7
+      env: TOXENV=py27-django111
+
+    - python: 3.4
+      env: TOXENV=py34-django110
+    - python: 3.4
+      env: TOXENV=py34-django111
+    - python: 3.4
+      env: TOXENV=py34-django20
+
+    - python: 3.5
+      env: TOXENV=py35-django110
+    - python: 3.5
+      env: TOXENV=py35-django111
+    - python: 3.5
+      env: TOXENV=py35-django20
+
+    - python: 3.6
+      env: TOXENV=py36-django111
+    - python: 3.6
+      env: TOXENV=py36-django20
+
+    - python: 3.6
+      env: TOXENV=lint
+
 install:
-  - pip install -e ".[test]"
+  - pip install tox
+
+script:
+  - tox
diff --git a/MANIFEST.in b/MANIFEST.in
new file mode 100644
index 0000000..04f196a
--- /dev/null
+++ b/MANIFEST.in
@@ -0,0 +1,2 @@
+include README.md
+include LICENSE
diff --git a/README.md b/README.md
index 6c8e3b4..e807b18 100644
--- a/README.md
+++ b/README.md
@@ -49,7 +49,7 @@ The linter will try to detect if the project is a django project and is versione
 
 ## Tests
 
-The easiest way to run the tests is to invoke [py.test](https://docs.pytest.org/en/latest/).
+The easiest way to run the tests is to invoke [tox](https://pypi.python.org/pypi/tox).
 
 ## License
 
diff --git a/django_migration_linter/__init__.py b/django_migration_linter/__init__.py
index 2ad64ea..959bac8 100644
--- a/django_migration_linter/__init__.py
+++ b/django_migration_linter/__init__.py
@@ -1,4 +1,4 @@
-# Copyright 2017 3YOURMIND GmbH
+# Copyright 2018 3YOURMIND GmbH
 
 # Licensed under the Apache License, Version 2.0 (the "License");
 # you may not use this file except in compliance with the License.
diff --git a/django_migration_linter/migration_linter.py b/django_migration_linter/migration_linter.py
index 0539f56..edc32ff 100644
--- a/django_migration_linter/migration_linter.py
+++ b/django_migration_linter/migration_linter.py
@@ -1,4 +1,4 @@
-# Copyright 2017 3YOURMIND GmbH
+# Copyright 2018 3YOURMIND GmbH
 
 # Licensed under the Apache License, Version 2.0 (the "License");
 # you may not use this file except in compliance with the License.
@@ -43,6 +43,8 @@ class MigrationLinter(object):
         self.include_apps = kwargs.get('include_apps', None)
         self.exclude_apps = kwargs.get('exclude_apps', None)
         self.database = kwargs.get('database', None) or 'default'
+        self.python_exe = '{0}/bin/{1}'.format(sys.prefix, 'python') if \
+            hasattr(sys, 'real_prefix') else 'python'
 
         # Initialise counters
         self.nb_valid = 0
@@ -125,9 +127,11 @@ class MigrationLinter(object):
         """
         git_diff_command = (
             'cd {0} && '
-            'python manage.py sqlmigrate {1} {2} '
-            '--database {3}').format(
-                self.django_path, app_name, migration_name, self.database)
+            '{1} manage.py sqlmigrate {2} {3} '
+            '--database {4}').format(
+                self.django_path,
+                self.python_exe, app_name, migration_name,
+                self.database)
         log.info('Executing {0}'.format(git_diff_command))
         sqlmigrate_process = Popen(
             git_diff_command, shell=True, stdout=PIPE, stderr=PIPE)
diff --git a/django_migration_linter/sql_analyser.py b/django_migration_linter/sql_analyser.py
index 121a767..d566072 100644
--- a/django_migration_linter/sql_analyser.py
+++ b/django_migration_linter/sql_analyser.py
@@ -1,4 +1,4 @@
-# Copyright 2017 3YOURMIND GmbH
+# Copyright 2018 3YOURMIND GmbH
 
 # Licensed under the Apache License, Version 2.0 (the "License");
 # you may not use this file except in compliance with the License.
diff --git a/django_migration_linter/utils.py b/django_migration_linter/utils.py
index 20def7f..b2b8f23 100644
--- a/django_migration_linter/utils.py
+++ b/django_migration_linter/utils.py
@@ -1,4 +1,4 @@
-# Copyright 2017 3YOURMIND GmbH
+# Copyright 2018 3YOURMIND GmbH
 
 # Licensed under the Apache License, Version 2.0 (the "License");
 # you may not use this file except in compliance with the License.
diff --git a/setup.py b/setup.py
index 3a7e1c8..565adad 100644
--- a/setup.py
+++ b/setup.py
@@ -1,4 +1,4 @@
-# Copyright 2017 3YOURMIND GmbH
+# Copyright 2018 3YOURMIND GmbH
 
 # Licensed under the Apache License, Version 2.0 (the "License");
 # you may not use this file except in compliance with the License.
@@ -30,9 +30,9 @@ install_requirements = [
 
 test_requirements = [
     'pytest',
-    'django',
+    'tox',
+    'django>=1.10',
     'django-fake-database-backends',
-    'flake8'
 ]
 
 setup(
@@ -62,6 +62,9 @@ setup(
         'Intended Audience :: Developers',
         'Environment :: Web Environment',
         'Framework :: Django',
+        'Framework :: Django :: 1.10',
+        'Framework :: Django :: 1.11',
+        'Framework :: Django :: 2.0',
 
         'Programming Language :: Python',
         'Programming Language :: Python :: 2',
diff --git a/tests/fixtures.py b/tests/fixtures.py
index 0bd647b..2502885 100644
--- a/tests/fixtures.py
+++ b/tests/fixtures.py
@@ -1,4 +1,4 @@
-# Copyright 2017 3YOURMIND GmbH
+# Copyright 2018 3YOURMIND GmbH
 
 # Licensed under the Apache License, Version 2.0 (the "License");
 # you may not use this file except in compliance with the License.
diff --git a/tests/functional/test_cmd_line_call.py b/tests/functional/test_cmd_line_call.py
index f4c5b95..bc34b15 100644
--- a/tests/functional/test_cmd_line_call.py
+++ b/tests/functional/test_cmd_line_call.py
@@ -1,4 +1,4 @@
-# Copyright 2017 3YOURMIND GmbH
+# Copyright 2018 3YOURMIND GmbH
 
 # Licensed under the Apache License, Version 2.0 (the "License");
 # you may not use this file except in compliance with the License.
@@ -16,11 +16,18 @@ import unittest
 from subprocess import Popen, PIPE
 from django_migration_linter import utils
 from tests import fixtures
+import sys
 
 
 class CallLinterFromCommandLineTest(unittest.TestCase):
+    @classmethod
+    def setUpClass(cls):
+        super(CallLinterFromCommandLineTest, cls).setUpClass()
+        linter_name = 'django-migration-linter'
+        cls.linter_exec = '{0}/bin/{1}'.format(sys.prefix,  linter_name) if hasattr(sys, 'real_prefix') else linter_name
+
     def test_call_linter_cmd_line_working(self):
-        cmd = 'django-migration-linter {0}'.format(fixtures.CORRECT_PROJECT)
+        cmd = '{0} {1}'.format(self.linter_exec, fixtures.CORRECT_PROJECT)
 
         process = Popen(
             cmd, shell=True, stdout=PIPE, stderr=PIPE)
@@ -33,7 +40,8 @@ class CallLinterFromCommandLineTest(unittest.TestCase):
         self.assertTrue(lines[2].endswith('OK'))
 
     def test_call_linter_cmd_line_errors(self):
-        cmd = 'django-migration-linter {0}'.format(
+        cmd = '{0} {1}'.format(
+            self.linter_exec,
             fixtures.ADD_NOT_NULL_COLUMN_PROJECT)
 
         process = Popen(
@@ -48,7 +56,8 @@ class CallLinterFromCommandLineTest(unittest.TestCase):
         self.assertTrue('RENAMING tables' in lines[2])
 
     def test_call_linter_cmd_line_exclude_apps(self):
-        cmd = 'django-migration-linter {0} --exclude-apps test_app2'.format(
+        cmd = '{0} {1} --exclude-apps test_app2'.format(
+            self.linter_exec,
             fixtures.CORRECT_PROJECT)
 
         process = Popen(
@@ -62,7 +71,8 @@ class CallLinterFromCommandLineTest(unittest.TestCase):
         self.assertTrue(lines[2].endswith('IGNORE'))
 
     def test_call_linter_cmd_line_include_apps(self):
-        cmd = 'django-migration-linter {0} --include-apps test_app2'.format(
+        cmd = '{0} {1} --include-apps test_app2'.format(
+            self.linter_exec,
             fixtures.CORRECT_PROJECT)
 
         process = Popen(
@@ -76,7 +86,8 @@ class CallLinterFromCommandLineTest(unittest.TestCase):
         self.assertTrue(lines[2].endswith('OK'))
 
     def test_call_linter_cmd_line_ignore_name(self):
-        cmd = 'django-migration-linter {0} --ignore-name 0001_initial'.format(
+        cmd = '{0} {1} --ignore-name 0001_initial'.format(
+            self.linter_exec,
             fixtures.CORRECT_PROJECT)
 
         process = Popen(
@@ -90,7 +101,8 @@ class CallLinterFromCommandLineTest(unittest.TestCase):
         self.assertTrue(lines[2].endswith('OK'))
 
     def test_call_linter_cmd_line_ignore_name_contains(self):
-        cmd = 'django-migration-linter {0} --ignore-name-contains 0001'.format(
+        cmd = '{0} {1} --ignore-name-contains 0001'.format(
+            self.linter_exec,
             fixtures.CORRECT_PROJECT)
 
         process = Popen(
@@ -104,7 +116,8 @@ class CallLinterFromCommandLineTest(unittest.TestCase):
         self.assertTrue(lines[2].endswith('IGNORE'))
 
     def test_call_linter_cmd_line_git_id(self):
-        cmd = 'django-migration-linter {0} d7125d5f4f0cc9623f670a66c54f131acc50032d'.format(
+        cmd = '{0} {1} d7125d5f4f0cc9623f670a66c54f131acc50032d'.format(
+            self.linter_exec,
             fixtures.MULTI_COMMIT_PROJECT)
         fixtures.prepare_git_project(fixtures.MULTI_COMMIT_PROJECT)
 
diff --git a/tests/functional/test_migration_linter.py b/tests/functional/test_migration_linter.py
index 2c78c12..17f6afc 100644
--- a/tests/functional/test_migration_linter.py
+++ b/tests/functional/test_migration_linter.py
@@ -1,4 +1,4 @@
-# Copyright 2017 3YOURMIND GmbH
+# Copyright 2018 3YOURMIND GmbH
 
 # Licensed under the Apache License, Version 2.0 (the "License");
 # you may not use this file except in compliance with the License.
diff --git a/tests/functional/test_multiple_calls.py b/tests/functional/test_multiple_calls.py
index d467d19..bea9262 100644
--- a/tests/functional/test_multiple_calls.py
+++ b/tests/functional/test_multiple_calls.py
@@ -1,4 +1,4 @@
-# Copyright 2017 3YOURMIND GmbH
+# Copyright 2018 3YOURMIND GmbH
 
 # Licensed under the Apache License, Version 2.0 (the "License");
 # you may not use this file except in compliance with the License.
diff --git a/tests/unit/test_linter.py b/tests/unit/test_linter.py
index b658d93..0a4e47e 100644
--- a/tests/unit/test_linter.py
+++ b/tests/unit/test_linter.py
@@ -1,4 +1,4 @@
-# Copyright 2017 3YOURMIND GmbH
+# Copyright 2018 3YOURMIND GmbH
 
 # Licensed under the Apache License, Version 2.0 (the "License");
 # you may not use this file except in compliance with the License.
diff --git a/tests/unit/test_utils.py b/tests/unit/test_utils.py
index fd6d5d0..88d20af 100644
--- a/tests/unit/test_utils.py
+++ b/tests/unit/test_utils.py
@@ -1,4 +1,4 @@
-# Copyright 2017 3YOURMIND GmbH
+# Copyright 2018 3YOURMIND GmbH
 
 # Licensed under the Apache License, Version 2.0 (the "License");
 # you may not use this file except in compliance with the License.
diff --git a/tox.ini b/tox.ini
new file mode 100644
index 0000000..ac72378
--- /dev/null
+++ b/tox.ini
@@ -0,0 +1,22 @@
+[tox]
+envlist =
+    py{27,34,35}-django110
+    py{27,34,35,36}-django111
+    py{34,35,36}-django20
+    lint
+
+[testenv]
+commands = py.test {posargs}
+extras = test
+pip_pre = true
+deps =
+    django110: django>=1.10,<1.11
+    django111: django>=1.11,<2.0
+    django20: django>=2.0
+
+[testenv:lint]
+basepython = python3.6
+deps =
+    flake8
+commands =
+    flake8 django_migration_linter