diff --git a/.travis.yml b/.travis.yml
index 7dead753..b1807cfb 100644
--- a/.travis.yml
+++ b/.travis.yml
@@ -21,8 +21,6 @@ cache:
 
 env:
   - PYTHON_VERSION=2.7
-  - PYTHON_VERSION=3.3
-  - PYTHON_VERSION=3.4
   - PYTHON_VERSION=3.5
 
 before_install:
@@ -59,11 +57,9 @@ install:
   - conda install --yes python=$PYTHON_VERSION numpy=1.9 scipy=0.16 nose pip six;
   - python -V
   - python setup.py develop
-
-before_script:
-  - cd $HOME
-  - mkdir empty
-  - cd empty
    
 script:
-  - nosetests GPy.testing
+  - coverage run travis_testing.py
+
+after_success:
+  - codecov
\ No newline at end of file
diff --git a/travis_tests.py b/travis_tests.py
new file mode 100644
index 00000000..8bc1c46e
--- /dev/null
+++ b/travis_tests.py
@@ -0,0 +1,14 @@
+'''
+Created on 30 Sep 2015
+
+@author: Max Zwiessele
+'''
+
+#!/usr/bin/env python
+
+import matplotlib 
+matplotlib.use('svg')
+
+import nose 
+nose.main('applygpy', defaultTest='applygpy/tests')  
+