diff --git a/HISTORY.rst b/HISTORY.rst
index a9c3b75..b365038 100644
--- a/HISTORY.rst
+++ b/HISTORY.rst
@@ -3,6 +3,7 @@ Unreleased
 
 * Remove unsupported Django code
 * Added ``__str__()`` definitions for models
+* Use path instead of re_path for some URLs
 
 0.8.6
 -----
diff --git a/docs/topics/custom.validation.rst b/docs/topics/custom.validation.rst
index db0b592..5a8a0f0 100644
--- a/docs/topics/custom.validation.rst
+++ b/docs/topics/custom.validation.rst
@@ -68,6 +68,6 @@ URL pattern needs to be added to a project's ``URLconf``::
 
     from your_app.forms import CustomPasswordPoliciesForm
 
-    urlpatterns = patterns('',
-        (r'^password/reset/', PasswordResetConfirmView.as_view(form_class=CustomPasswordPoliciesForm)),
-    )
+    urlpatterns = [
+        path("password/reset/", PasswordResetConfirmView.as_view(form_class=CustomPasswordPoliciesForm)),
+    ]
diff --git a/password_policies/tests/urls.py b/password_policies/tests/urls.py
index 4371bed..03fd8f5 100644
--- a/password_policies/tests/urls.py
+++ b/password_policies/tests/urls.py
@@ -1,21 +1,9 @@
-try:
-    from django.conf.urls import include, url
-except ImportError:
-    from django.urls import include
-    from django.urls import re_path as url
-
-try:
-    from django.conf.urls import patterns
-except ImportError:
-    patterns = False
+from django.urls import include, path
 
 from password_policies.tests.views import TestHomeView, TestLoggedOutMixinView
 
 urlpatterns = [
-    url(r"^password/", include("password_policies.urls")),
-    url(r"^$", TestHomeView.as_view(), name="home"),
-    url(r"^fubar/", TestLoggedOutMixinView.as_view(), name="loggedoutmixin"),
+    path("password/", include("password_policies.urls")),
+    path("", TestHomeView.as_view(), name="home"),
+    path("fubar/", TestLoggedOutMixinView.as_view(), name="loggedoutmixin"),
 ]
-
-if patterns:
-    urlpatterns = patterns("", *urlpatterns)  # noqa
diff --git a/password_policies/urls.py b/password_policies/urls.py
index 8d2e5f6..430e1ea 100644
--- a/password_policies/urls.py
+++ b/password_policies/urls.py
@@ -1,4 +1,4 @@
-from django.urls import re_path as url
+from django.urls import path, re_path
 
 from password_policies.views import (
     PasswordChangeDoneView,
@@ -10,20 +10,18 @@
 )
 
 urlpatterns = [
-    url(
-        r"^change/done/$", PasswordChangeDoneView.as_view(), name="password_change_done"
-    ),
-    url(r"^change/$", PasswordChangeFormView.as_view(), name="password_change"),
-    url(r"^reset/$", PasswordResetFormView.as_view(), name="password_reset"),
-    url(
-        r"^reset/complete/$",
+    path("change/done/", PasswordChangeDoneView.as_view(), name="password_change_done"),
+    path("change/", PasswordChangeFormView.as_view(), name="password_change"),
+    path("reset/", PasswordResetFormView.as_view(), name="password_reset"),
+    path(
+        "reset/complete/",
         PasswordResetCompleteView.as_view(),
         name="password_reset_complete",
     ),
-    url(
+    re_path(
         r"^reset/confirm/([0-9A-Za-z_\-]+)/([0-9A-Za-z]{1,13})/([0-9A-Za-z-=_]{1,128})/$",
         PasswordResetConfirmView.as_view(),
         name="password_reset_confirm",
     ),
-    url(r"^reset/done/$", PasswordResetDoneView.as_view(), name="password_reset_done"),
+    path("reset/done/", PasswordResetDoneView.as_view(), name="password_reset_done"),
 ]