diff --git a/.travis.yml b/.travis.yml
index 0ed6dee..6d7475c 100644
--- a/.travis.yml
+++ b/.travis.yml
@@ -17,11 +17,11 @@ before_install:
     - time sudo apt-get update
     - time sudo apt-get install pandoc casperjs libzmq3-dev
     # pin tornado < 4 for js tests while phantom is on super old webkit
-    - if [[ $GROUP == 'js' ]]; then pip install 'tornado<4'; fi
-    - time pip install -f https://nipy.bic.berkeley.edu/wheelhouse/travis jinja2 sphinx pygments tornado requests!=2.4.2 mock pyzmq jsonschema jsonpointer mistune
+    - git clone --quiet --depth 1 https://github.com/minrk/travis-wheels travis-wheels
+    - if [[ $GROUP == 'js' ]]; then pip install -f travis-wheels/wheelhouse 'tornado<4'; fi
     - if [[ $GROUP == 'js' ]]; then python -m IPython.external.mathjax; fi
 install:
-    - time python setup.py install -q
+    - time pip install -f travis-wheels/wheelhouse file://$PWD#egg=ipython[all]
 script:
     - cd /tmp && iptest $GROUP