diff --git a/CHANGES.rst b/CHANGES.rst
index a51c39e7..f7a8c5bc 100644
--- a/CHANGES.rst
+++ b/CHANGES.rst
@@ -4,18 +4,34 @@ Changelog
 
 tsfresh uses `Semantic Versioning <http://semver.org/>`_
 
-Unreleased
-==========
+Version 0.18.0
+==============
 
 - Added Features
     - Allow arbitrary rolling sizes (#766)
     - Allow for multiclass significance tests (#762)
-- Bugfixes:
+    - Add multiclass option to RelevantFeatureAugmenter (#782)
+    - Addition of matrix_profile feature (#793)
+    - Added new query similarity counter feature (#798)
+    - Add root mean square feature (#813)
+- Bugfixes/Typos/Documentation:
     - Do not send coverage of notebook tests to codecov (#759)
-    - Fix typos in notebook (#757)
+    - Fix typos in notebook (#757, #780)
     - Fix output format of `make_forecasting_frame` (#758)
     - Fix badges and remove benchmark test
     - Fix BY notebook plot (#760)
+    - Ts forecast example improvement (#763)
+    - Also surpress warnings in dask (#769)
+    - Update relevant_feature_augmenter.py (#779)
+    - Fix column names in quick_start.rst (#778)
+    - Improve relevance table function documentation (#781)
+    - Fixed #789 Typo in "how to add custom feature" (#790)
+    - Convert to the correct type on warnings (#799)
+    - Fix minor typos in the docs (#802)
+    - Add unwanted filetypes to gitignore (#819)
+    - Fix build and test failures (#815)
+    - Fix imputing docu (#800)
+    - Bump the scikit-learn version (#822)
 
 Version 0.17.0
 ==============