diff --git a/CHANGELOG.md b/CHANGELOG.md
index ce471e3a..11701d07 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -1,10 +1,15 @@
 # dev
 
+# Version 0.6.2 (March 2020)
+
+-   Added module for site featurization and GA feature selection.
+-   Fixed ML-NEB compatibility issue with FHI-AIMS ase calculator.
+-   Compatibility updated for ASE 3.19.0
+-   Compatibility updated for Pandas 0.24.0
+-   Compatibility updated for Scikit-learn 0.22.0
 -   Dropped support for python 2.
+-   Dropped support for python 3.5
 -   Added testing for python 3.7 and 3.8
--   Updated compatibility for ASE 3.19.0
--   Updated compatibility for Pandas 0.24.0
--   Updated compatibility for Scikit-learn 0.22.0
 
 # Version 0.6.1 (April 2019)
 
diff --git a/catlearn/__init__.py b/catlearn/__init__.py
index 43c4ab00..22049ab2 100644
--- a/catlearn/__init__.py
+++ b/catlearn/__init__.py
@@ -1 +1 @@
-__version__ = "0.6.1"
+__version__ = "0.6.2"
diff --git a/docs/changelog.md b/docs/changelog.md
index d9e04f39..8d633d6f 100644
--- a/docs/changelog.md
+++ b/docs/changelog.md
@@ -1,5 +1,16 @@
 # Changelog
 
+# Version 0.6.2 (March 2020)
+
+-   Added module for site featurization and GA feature selection.
+-   Fixed ML-NEB compatibility issue with FHI-AIMS ase calculator.
+-   Compatibility updated for ASE 3.19.0
+-   Compatibility updated for Pandas 0.24.0
+-   Compatibility updated for Scikit-learn 0.22.0
+-   Dropped support for python 2.
+-   Dropped support for python 3.5
+-   Added testing for python 3.7 and 3.8
+
 # Version 0.6.1 (April 2019)
 
 -   Fixed compatibility issue with MLNEB and [GPAW](https://wiki.fysik.dtu.dk/gpaw/index.html)
diff --git a/setup.py b/setup.py
index d1804003..dea57a5b 100644
--- a/setup.py
+++ b/setup.py
@@ -13,7 +13,7 @@ def parse_requirements(filename):
 
 setuptools.setup(
     name="CatLearn",
-    version="0.6.1",
+    version="0.6.2",
     url="https://github.com/SUNCAT-Center/CatLearn",
 
     author="Paul C. Jennings",