diff --git a/.gitignore b/.gitignore
index 746c56b..6a46973 100644
--- a/.gitignore
+++ b/.gitignore
@@ -3,3 +3,4 @@
 *.egg-info
 MANIFEST
 dist/
+build/
diff --git a/CHANGELOG.md b/CHANGELOG.md
index 76eb051..bd8b65d 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -1,6 +1,11 @@
 Changelog (aws-requests-auth)
 ==================
 
+0.4.3
+------------------
+- Also publish the package as a wheel
+    - Contributed by @kgaughan: https://github.com/DavidMuller/aws-requests-auth/issues/54
+
 0.4.2
 ------------------
 - Add x-amz-content-sha256 header to request
diff --git a/setup.cfg b/setup.cfg
new file mode 100644
index 0000000..2a9acf1
--- /dev/null
+++ b/setup.cfg
@@ -0,0 +1,2 @@
+[bdist_wheel]
+universal = 1
diff --git a/setup.py b/setup.py
index bc6d9d8..bb23cb3 100644
--- a/setup.py
+++ b/setup.py
@@ -1,4 +1,4 @@
-from distutils.core import setup
+from setuptools import setup
 
 
 setup(