diff --git a/CHANGELOG.md b/CHANGELOG.md
index d7991efa..fc58d9df 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -1,3 +1,12 @@
+# v0.3.1 (2019-04-18)
+
+- Updated Tensorflow imports for new deprecations
+- Updated pika to 1.0.1
+- Removed a bunch of duplicated code to keep the code base cleaner
+- Added a bunch of tests to get coverage up to 90%
+- Updated pytest to 4.4.1
+- Removed the use of md5 and replaced it with sha224
+
 # v0.3.0 (2019-04-04)
 
 - Major rewrite and restructuring of the code base, but same functionality
diff --git a/setup.py b/setup.py
index f61607f7..abebf8a5 100644
--- a/setup.py
+++ b/setup.py
@@ -2,7 +2,7 @@
 
 setup(
     name='poseidonml',
-    version='0.3.1.dev',
+    version='0.3.1',
     packages=['networkml', 'networkml.algorithms', 'networkml.algorithms.sos',
               'networkml.parsers', 'networkml.parsers.netflow',
               'networkml.parsers.pcap', 'networkml.utils'],