diff --git a/README.rst b/README.rst
index 1594b70..56b73ab 100644
--- a/README.rst
+++ b/README.rst
@@ -26,3 +26,17 @@ The implemented experiments are:
 * Sentence similarity
 
   * `KS14 <http://compling.eecs.qmul.ac.uk/wp-content/uploads/2015/07/KS2014.txt>`_
+
+Chnagelog
+---------
+
+0.3
+~~~
+
+* Documentation update: installation instructions, similarity experiment quick
+  start.
+* Correlation and Eucliedean similarities are computed.
+* PMI variants and parameters.
+* Frobenious operators.
+* Word2vec space import.
+
diff --git a/docs/conf.py b/docs/conf.py
index 407ae62..53c3350 100644
--- a/docs/conf.py
+++ b/docs/conf.py
@@ -59,9 +59,9 @@
 # built documents.
 #
 # The short X.Y version.
-version = '0.1'
+version = '0.3'
 # The full version, including alpha/beta/rc tags.
-release = '0.1'
+release = '0.3'
 
 # The language for content autogenerated by Sphinx. Refer to documentation
 # for a list of supported languages.
diff --git a/setup.py b/setup.py
index 9447129..4d3a975 100755
--- a/setup.py
+++ b/setup.py
@@ -32,7 +32,7 @@ def run_tests(self):
 
 setup(
     name='fowler.corpora',
-    version='0.2',
+    version='0.3',
     description='',
     long_description=long_description,
     # Get strings from http://pypi.python.org/pypi?%3Aaction=list_classifiers