diff --git a/docs/source/release-notes/3.2.1.rst b/docs/source/release-notes/3.2.1.rst
index 5fd3375..16d4f28 100644
--- a/docs/source/release-notes/3.2.1.rst
+++ b/docs/source/release-notes/3.2.1.rst
@@ -1,4 +1,4 @@
-3.2.1 -- 2016-11-xx
+3.2.1 -- 2016-11-21
 -------------------
 
 You can view the `3.2.1 milestone`_ on GitLab for more details.
@@ -6,8 +6,22 @@ You can view the `3.2.1 milestone`_ on GitLab for more details.
 - Fix subtle bug when deciding whether to report an on-by-default's violation
   (See also `GitLab#257`_)
 
+- Fix another bug around SyntaxErrors not being reported at the right column
+  and row (See also `GitLab#259`_ and `GitLab#237`_ for a related, previously
+  fixed bug)
+
+- Fix regression from 2.x where we run checks against explicitly provided
+  files, even if they don't match the filename patterns. (See also
+  `GitLab#266`_)
+
 .. links
 .. _3.2.1 milestone:
     https://gitlab.com/pycqa/flake8/milestones/15
+.. _GitLab#237:
+    https://gitlab.com/pycqa/flake8/issues/237
 .. _GitLab#257:
     https://gitlab.com/pycqa/flake8/issues/257
+.. _GitLab#259:
+    https://gitlab.com/pycqa/flake8/issues/259
+.. _GitLab#266:
+    https://gitlab.com/pycqa/flake8/issues/266
diff --git a/src/flake8/__init__.py b/src/flake8/__init__.py
index f93c02f..e6e2c22 100644
--- a/src/flake8/__init__.py
+++ b/src/flake8/__init__.py
@@ -27,7 +27,7 @@ LOG.addHandler(NullHandler())
 # Clean up after LOG config
 del NullHandler
 
-__version__ = '3.2.1.dev0'
+__version__ = '3.2.1'
 __version_info__ = tuple(int(i) for i in __version__.split('.') if i.isdigit())