diff --git a/mistraldashboard/action_executions/tables.py b/mistraldashboard/action_executions/tables.py
index d618735..52f391e 100644
--- a/mistraldashboard/action_executions/tables.py
+++ b/mistraldashboard/action_executions/tables.py
@@ -12,7 +12,7 @@
 # See the License for the specific language governing permissions and
 # limitations under the License.
 
-from django.core.urlresolvers import reverse
+from django.urls import reverse
 
 from django.utils.translation import ugettext_lazy as _
 from django.utils.translation import ungettext_lazy
diff --git a/mistraldashboard/action_executions/tests.py b/mistraldashboard/action_executions/tests.py
index 20dd2aa..8eb7aaa 100644
--- a/mistraldashboard/action_executions/tests.py
+++ b/mistraldashboard/action_executions/tests.py
@@ -12,7 +12,7 @@
 #    License for the specific language governing permissions and limitations
 #    under the License.
 
-from django.core.urlresolvers import reverse
+from django.urls import reverse
 import mock
 
 from mistraldashboard.test import helpers as test
diff --git a/mistraldashboard/action_executions/views.py b/mistraldashboard/action_executions/views.py
index 9e91f0e..45986e1 100644
--- a/mistraldashboard/action_executions/views.py
+++ b/mistraldashboard/action_executions/views.py
@@ -12,8 +12,8 @@
 # See the License for the specific language governing permissions and
 # limitations under the License.
 
-from django.core.urlresolvers import reverse
-from django.core.urlresolvers import reverse_lazy
+from django.urls import reverse
+from django.urls import reverse_lazy
 
 from django.utils.translation import ugettext_lazy as _
 from django.views import generic
diff --git a/mistraldashboard/actions/forms.py b/mistraldashboard/actions/forms.py
index 05f72a9..9665b1f 100644
--- a/mistraldashboard/actions/forms.py
+++ b/mistraldashboard/actions/forms.py
@@ -14,7 +14,7 @@
 
 import json
 
-from django.core.urlresolvers import reverse
+from django.urls import reverse
 from django.utils.translation import ugettext_lazy as _
 
 from horizon import exceptions
diff --git a/mistraldashboard/actions/tables.py b/mistraldashboard/actions/tables.py
index 44562d0..bde3cd9 100644
--- a/mistraldashboard/actions/tables.py
+++ b/mistraldashboard/actions/tables.py
@@ -12,7 +12,7 @@
 # See the License for the specific language governing permissions and
 # limitations under the License.
 
-from django.core.urlresolvers import reverse
+from django.urls import reverse
 from django.utils.translation import ugettext_lazy as _
 from django.utils.translation import ungettext_lazy
 
diff --git a/mistraldashboard/actions/tests.py b/mistraldashboard/actions/tests.py
index cf11a38..decdda5 100644
--- a/mistraldashboard/actions/tests.py
+++ b/mistraldashboard/actions/tests.py
@@ -12,7 +12,7 @@
 #    License for the specific language governing permissions and limitations
 #    under the License.
 
-from django.core.urlresolvers import reverse
+from django.urls import reverse
 import mock
 
 from mistraldashboard.test import helpers as test
diff --git a/mistraldashboard/actions/views.py b/mistraldashboard/actions/views.py
index 1e01561..92b97fd 100644
--- a/mistraldashboard/actions/views.py
+++ b/mistraldashboard/actions/views.py
@@ -12,8 +12,8 @@
 # See the License for the specific language governing permissions and
 # limitations under the License.
 
-from django.core.urlresolvers import reverse
-from django.core.urlresolvers import reverse_lazy
+from django.urls import reverse
+from django.urls import reverse_lazy
 from django.utils.translation import ugettext_lazy as _
 from django.views import generic
 
diff --git a/mistraldashboard/cron_triggers/tables.py b/mistraldashboard/cron_triggers/tables.py
index b538e02..6869fb6 100644
--- a/mistraldashboard/cron_triggers/tables.py
+++ b/mistraldashboard/cron_triggers/tables.py
@@ -12,7 +12,7 @@
 # See the License for the specific language governing permissions and
 # limitations under the License.
 
-from django.core.urlresolvers import reverse
+from django.urls import reverse
 
 from django.utils.translation import ugettext_lazy as _
 from django.utils.translation import ungettext_lazy
diff --git a/mistraldashboard/cron_triggers/tests.py b/mistraldashboard/cron_triggers/tests.py
index c44fc4f..64e9658 100644
--- a/mistraldashboard/cron_triggers/tests.py
+++ b/mistraldashboard/cron_triggers/tests.py
@@ -12,7 +12,7 @@
 #    License for the specific language governing permissions and limitations
 #    under the License.
 
-from django.core.urlresolvers import reverse
+from django.urls import reverse
 import mock
 
 from mistraldashboard.test import helpers as test
diff --git a/mistraldashboard/cron_triggers/views.py b/mistraldashboard/cron_triggers/views.py
index 2ca2ffc..6e4dfb3 100644
--- a/mistraldashboard/cron_triggers/views.py
+++ b/mistraldashboard/cron_triggers/views.py
@@ -12,8 +12,8 @@
 # See the License for the specific language governing permissions and
 # limitations under the License.
 
-from django.core.urlresolvers import reverse
-from django.core.urlresolvers import reverse_lazy
+from django.urls import reverse
+from django.urls import reverse_lazy
 
 from django.utils.translation import ugettext_lazy as _
 from django.views import generic
diff --git a/mistraldashboard/executions/forms.py b/mistraldashboard/executions/forms.py
index 34d06da..93fd851 100644
--- a/mistraldashboard/executions/forms.py
+++ b/mistraldashboard/executions/forms.py
@@ -10,7 +10,7 @@
 # See the License for the specific language governing permissions and
 # limitations under the License.
 
-from django.core.urlresolvers import reverse
+from django.urls import reverse
 from django.utils.translation import ugettext_lazy as _
 
 from horizon import exceptions
diff --git a/mistraldashboard/executions/tests.py b/mistraldashboard/executions/tests.py
index 542320b..3cbea17 100644
--- a/mistraldashboard/executions/tests.py
+++ b/mistraldashboard/executions/tests.py
@@ -12,7 +12,7 @@
 #    License for the specific language governing permissions and limitations
 #    under the License.
 
-from django.core.urlresolvers import reverse
+from django.urls import reverse
 import mock
 
 from mistraldashboard.test import helpers as test
diff --git a/mistraldashboard/executions/views.py b/mistraldashboard/executions/views.py
index 1dcc300..b905cac 100644
--- a/mistraldashboard/executions/views.py
+++ b/mistraldashboard/executions/views.py
@@ -14,8 +14,8 @@
 
 from django.views import generic
 
-from django.core.urlresolvers import reverse
-from django.core.urlresolvers import reverse_lazy
+from django.urls import reverse
+from django.urls import reverse_lazy
 from django.utils.translation import ugettext_lazy as _
 
 from horizon import exceptions
diff --git a/mistraldashboard/tasks/tables.py b/mistraldashboard/tasks/tables.py
index dda2a60..3fe3df4 100644
--- a/mistraldashboard/tasks/tables.py
+++ b/mistraldashboard/tasks/tables.py
@@ -12,8 +12,8 @@
 # See the License for the specific language governing permissions and
 # limitations under the License.
 
-from django.core.urlresolvers import reverse
 from django.template.defaultfilters import title
+from django.urls import reverse
 from django.utils.translation import ugettext_lazy as _
 
 from horizon import exceptions
diff --git a/mistraldashboard/tasks/tests.py b/mistraldashboard/tasks/tests.py
index 7d63f19..452c453 100644
--- a/mistraldashboard/tasks/tests.py
+++ b/mistraldashboard/tasks/tests.py
@@ -12,7 +12,7 @@
 #    License for the specific language governing permissions and limitations
 #    under the License.
 
-from django.core.urlresolvers import reverse
+from django.urls import reverse
 import mock
 
 from mistraldashboard.test import helpers as test
diff --git a/mistraldashboard/tasks/views.py b/mistraldashboard/tasks/views.py
index 7c03ce8..5c862fe 100644
--- a/mistraldashboard/tasks/views.py
+++ b/mistraldashboard/tasks/views.py
@@ -12,8 +12,8 @@
 # See the License for the specific language governing permissions and
 # limitations under the License.
 
-from django.core.urlresolvers import reverse
-from django.core.urlresolvers import reverse_lazy
+from django.urls import reverse
+from django.urls import reverse_lazy
 
 from django.utils.translation import ugettext_lazy as _
 from django.views import generic
diff --git a/mistraldashboard/workbooks/forms.py b/mistraldashboard/workbooks/forms.py
index d98a1e2..4207b8f 100644
--- a/mistraldashboard/workbooks/forms.py
+++ b/mistraldashboard/workbooks/forms.py
@@ -14,7 +14,7 @@
 
 import six
 
-from django.core.urlresolvers import reverse
+from django.urls import reverse
 from django.utils.translation import ugettext_lazy as _
 
 from horizon import exceptions
diff --git a/mistraldashboard/workbooks/tests.py b/mistraldashboard/workbooks/tests.py
index 7f6680f..8e6adb7 100644
--- a/mistraldashboard/workbooks/tests.py
+++ b/mistraldashboard/workbooks/tests.py
@@ -12,7 +12,7 @@
 #    License for the specific language governing permissions and limitations
 #    under the License.
 
-from django.core.urlresolvers import reverse
+from django.urls import reverse
 import mock
 
 from mistraldashboard.test import helpers as test
diff --git a/mistraldashboard/workbooks/views.py b/mistraldashboard/workbooks/views.py
index 137cbb4..9bb1d59 100644
--- a/mistraldashboard/workbooks/views.py
+++ b/mistraldashboard/workbooks/views.py
@@ -12,8 +12,8 @@
 # See the License for the specific language governing permissions and
 # limitations under the License.
 
-from django.core.urlresolvers import reverse
-from django.core.urlresolvers import reverse_lazy
+from django.urls import reverse
+from django.urls import reverse_lazy
 from django.utils.translation import ugettext_lazy as _
 from django.views import generic
 
diff --git a/mistraldashboard/workflows/forms.py b/mistraldashboard/workflows/forms.py
index f05a3f2..dd11357 100644
--- a/mistraldashboard/workflows/forms.py
+++ b/mistraldashboard/workflows/forms.py
@@ -14,7 +14,7 @@
 
 import six
 
-from django.core.urlresolvers import reverse
+from django.urls import reverse
 from django.utils.translation import ugettext_lazy as _
 
 from horizon import exceptions
diff --git a/mistraldashboard/workflows/tests.py b/mistraldashboard/workflows/tests.py
index d4616c3..97c476a 100644
--- a/mistraldashboard/workflows/tests.py
+++ b/mistraldashboard/workflows/tests.py
@@ -12,7 +12,7 @@
 #    License for the specific language governing permissions and limitations
 #    under the License.
 
-from django.core.urlresolvers import reverse
+from django.urls import reverse
 import mock
 
 from mistraldashboard.test import helpers as test
diff --git a/mistraldashboard/workflows/views.py b/mistraldashboard/workflows/views.py
index 7ce8eb4..39b770c 100644
--- a/mistraldashboard/workflows/views.py
+++ b/mistraldashboard/workflows/views.py
@@ -12,8 +12,8 @@
 # See the License for the specific language governing permissions and
 # limitations under the License.
 
-from django.core.urlresolvers import reverse
-from django.core.urlresolvers import reverse_lazy
+from django.urls import reverse
+from django.urls import reverse_lazy
 from django.utils.translation import ugettext_lazy as _
 from django.views import generic
 
diff --git a/tox.ini b/tox.ini
index 1d853fd..03c778d 100644
--- a/tox.ini
+++ b/tox.ini
@@ -41,3 +41,9 @@ exclude=.venv,.git,.tox,dist,doc,*lib/python*,*egg,build,.ropeproject,tools,hori
 
 [testenv:releasenotes]
 commands = sphinx-build -a -E -W -d releasenotes/build/doctrees -b html releasenotes/source releasenotes/build/html
+
+[testenv:py35dj20]
+basepython = python3.5
+commands =
+  pip install django>=2.0,<2.1
+  {[testenv]commands}