diff --git a/appveyor.yml b/appveyor.yml
index c4983d85..7b2526bb 100644
--- a/appveyor.yml
+++ b/appveyor.yml
@@ -1,4 +1,6 @@
 environment:
+  pip_upload:
+    secure: 8/ZjXFwtd1S7ixd7PJOpptupKKEDhm2da/q3unabJ00=
 
   matrix:
     - PYTHON_VERSION: 2.7
@@ -20,9 +22,9 @@ install:
   - "conda create -q -n build-environment python=%PYTHON_VERSION% numpy scipy matplotlib"
   - activate build-environment
   # We need wheel installed to build wheels
-  - python -m pip install wheel"
+  - python -m pip install wheel
   # GPy needs paramz
-  - python -m pip install paramz"
+  - python -m pip install paramz
 
 build: off
 
@@ -35,6 +37,7 @@ test_script:
   # the interpreter you're using - Appveyor does not do anything special
   # to put the Python evrsion you want to use on PATH.
   #- "build.cmd %PYTHON%\\python.exe setup.py test"
+  - "python setup.py test"
 
 after_test:
   # This step builds your wheels.
@@ -44,6 +47,12 @@ artifacts:
   # bdist_wheel puts your built wheel in the dist directory
   - path: dist\*
 
+deploy_script:
+ - "echo [pypi] > %USERPROFILE%\\.pypirc"
+ - "echo username: user >> %USERPROFILE%\\.pypirc"
+ - "echo password: %pip_upload% >> %USERPROFILE%\\.pypirc"
+ - python setup.py bdist_wheel upload
+
 #on_success:
 #  You can use this step to upload your artifacts to a public website.
 #  See Appveyor's documentation for more details. Or you can simply