diff --git a/docs/whats_new.rst b/docs/whats_new.rst
index 7604f969..14910466 100644
--- a/docs/whats_new.rst
+++ b/docs/whats_new.rst
@@ -5,6 +5,19 @@
 Release History
 ===============
 
+Version 1.0.3
+==============
+
+Highlights
+----------
+
+	- A fix to the 1.0.2 fix (thanks @savyajha)
+	- Docs API fix (thanks @FBruzzesi)
+	- GMM initialization sets prior based on weights (thanks @gerwang)
+	- Fixes normal distributions when covariance_type == 'sphere' (thanks @gerwang)
+	- Fixes an issue with MaskedTensor's being passed into categorical distributions
+
+
 Version 1.0.2
 ==============
 
diff --git a/pomegranate/__init__.py b/pomegranate/__init__.py
index 7863915f..976498ab 100644
--- a/pomegranate/__init__.py
+++ b/pomegranate/__init__.py
@@ -1 +1 @@
-__version__ = "1.0.2"
+__version__ = "1.0.3"
diff --git a/setup.py b/setup.py
index cf7f4455..3721fec7 100644
--- a/setup.py
+++ b/setup.py
@@ -2,7 +2,7 @@
 
 setup(
 	name='pomegranate',
-	version='1.0.2',
+	version='1.0.3',
 	author='Jacob Schreiber',
 	author_email='jmschreiber91@gmail.com',
 	packages=['pomegranate', 'pomegranate.distributions', 'pomegranate.hmm'],