diff --git a/.travis.yml b/.travis.yml
index f2bba7a041..6732f2cf3d 100644
--- a/.travis.yml
+++ b/.travis.yml
@@ -14,15 +14,8 @@ before_install:
 install:
   - conda create --yes -n gensim-test python=$TRAVIS_PYTHON_VERSION pip atlas numpy scipy
   - source activate gensim-test
-  - pip install pyemd
-  - pip install annoy
-  - pip install testfixtures
-  - pip install unittest2
-  - pip install scikit-learn
-  - pip install tensorflow
-  - pip install keras
-  - pip install Morfessor==2.0.2a4
   - python setup.py install
+  - pip install .[test]
 script:
   - python setup.py test
   - pip install flake8
diff --git a/setup.py b/setup.py
index f1641fc59a..fa4b5caa8a 100644
--- a/setup.py
+++ b/setup.py
@@ -233,7 +233,8 @@ def finalize_options(self):
     'scikit-learn',
     'pyemd',
     'annoy',
-    'keras >= 2.0.4'
+    'tensorflow >= 1.1.0',
+    'keras >= 2.0.4',
 ]
 
 setup(