diff --git a/docs/source/release-notes/3.7.0.rst b/docs/source/release-notes/3.7.0.rst
new file mode 100644
index 0000000..36cb149
--- /dev/null
+++ b/docs/source/release-notes/3.7.0.rst
@@ -0,0 +1,86 @@
+3.7.0 -- 2019-01-29
+-------------------
+
+You can view the `3.7.0 milestone`_ on GitLab for more details.
+
+New Dependency Information
+~~~~~~~~~~~~~~~~~~~~~~~~~~
+
+- Add dependency on ``entrypoints`` >= 0.3, < 0.4 (See also `GitLab!264`_,
+  `GitLab!288`_)
+
+- Pyflakes has been updated to >= 2.1.0, < 2.2.0 (See also `GitLab!283`_,
+  `GitLab!285`_)
+
+- pycodestyle has been updated to >= 2.5.0, < 2.6.0 (See also `GitLab!287`_)
+
+Features
+~~~~~~~~
+
+- Add support for ``per-file-ignores`` (See also `GitLab!259`_, `GitLab#156`_,
+  `GitLab!281`_, `GitLab#471`_)
+
+- Enable use of ``float`` and ``complex`` option types (See also `GitLab!261`_,
+  `GitLab#452`_)
+
+- Improve startup performance by switching from ``pkg_resources`` to
+  ``entrypoints`` (See also `GitLab!264`_)
+
+- Add metadata for use through the `pre-commit`_ git hooks framework (See also
+  `GitLab!268`_, `GitLab!284`_)
+
+- Allow physical line checks to return more than one result (See also
+  `GitLab!269`_)
+
+- Allow ``# noqa:X123`` comments without space between the colon and codes
+  list (See also `GitLab!273`_, `GitLab#470`_)
+
+- Remove broken and unused ``flake8.listen`` plugin type (See also
+  `GitLab!274`_, `GitLab#480`_)
+
+.. all links
+.. _3.7.0 milestone:
+    https://gitlab.com/pycqa/flake8/milestones/23
+.. _pre-commit:
+    https://pre-commit.com/
+
+.. issue links
+.. _GitLab#156:
+    https://gitlab.com/pycqa/flake8/issues/156
+.. _GitLab#452:
+    https://gitlab.com/pycqa/flake8/issues/452
+.. _GitLab#470:
+    https://gitlab.com/pycqa/flake8/issues/470
+.. _GitLab#471:
+    https://gitlab.com/pycqa/flake8/issues/471
+.. _GitLab#480:
+    https://gitlab.com/pycqa/flake8/issues/480
+
+.. merge request links
+.. _GitLab!259:
+    https://gitlab.com/pycqa/flake8/merge_requests/259
+.. _GitLab!261:
+    https://gitlab.com/pycqa/flake8/merge_requests/261
+.. _GitLab!264:
+    https://gitlab.com/pycqa/flake8/merge_requests/264
+.. _GitLab!268:
+    https://gitlab.com/pycqa/flake8/merge_requests/268
+.. _GitLab!269:
+    https://gitlab.com/pycqa/flake8/merge_requests/269
+.. _GitLab!273:
+    https://gitlab.com/pycqa/flake8/merge_requests/273
+.. _GitLab!274:
+    https://gitlab.com/pycqa/flake8/merge_requests/274
+.. _GitLab!281:
+    https://gitlab.com/pycqa/flake8/merge_requests/281
+.. _GitLab!283:
+    https://gitlab.com/pycqa/flake8/merge_requests/283
+.. _GitLab!284:
+    https://gitlab.com/pycqa/flake8/merge_requests/284
+.. _GitLab!285:
+    https://gitlab.com/pycqa/flake8/merge_requests/285
+.. _GitLab!287:
+    https://gitlab.com/pycqa/flake8/merge_requests/287
+.. _GitLab!288:
+    https://gitlab.com/pycqa/flake8/merge_requests/288
+
diff --git a/docs/source/release-notes/index.rst b/docs/source/release-notes/index.rst
index d70e7ae..7ae6d42 100644
--- a/docs/source/release-notes/index.rst
+++ b/docs/source/release-notes/index.rst
@@ -9,6 +9,7 @@ with the newest releases first.
 ==================
 
 .. toctree::
+    3.7.0
     3.6.0
     3.5.0
     3.4.1
diff --git a/src/flake8/__init__.py b/src/flake8/__init__.py
index c15bf87..9162c50 100644
--- a/src/flake8/__init__.py
+++ b/src/flake8/__init__.py
@@ -15,7 +15,7 @@ import sys
 LOG = logging.getLogger(__name__)
 LOG.addHandler(logging.NullHandler())
 
-__version__ = "3.7.0dev0"
+__version__ = "3.7.0"
 __version_info__ = tuple(
     int(i) for i in __version__.split(".") if i.isdigit()
 )