diff --git a/.github/workflows/pythonpackage.yml b/.github/workflows/pythonpackage.yml
index f4b57d4..f8360ae 100644
--- a/.github/workflows/pythonpackage.yml
+++ b/.github/workflows/pythonpackage.yml
@@ -26,7 +26,7 @@ jobs:
     - name: Install dependencies
       run: |
         python -m pip install --upgrade pip
-        pip install flake8 pytest tox
+        pip install flake8 pytest tox tox-gh-actions
         if [ -f requirements.txt ]; then pip install -r requirements.txt; fi
     - name: Lint with flake8
       run: |
@@ -34,6 +34,6 @@ jobs:
         flake8 . --count --select=E9,F63,F7,F82 --show-source --statistics
         # exit-zero treats all errors as warnings. The GitHub editor is 127 chars wide
         flake8 . --count --exit-zero --max-complexity=10 --max-line-length=127 --statistics
-    - name: Test with pytest
+    - name: Test with tox
       run: |
         tox
diff --git a/tox.ini b/tox.ini
index 6a5a9d6..53211f3 100644
--- a/tox.ini
+++ b/tox.ini
@@ -1,6 +1,13 @@
 [tox]
 envlist = py35, py36, py37, py38, docs, flake8
 
+[gh-actions]
+python =
+    2.7: py27
+    3.6: py36
+    3.7: py37
+    3.8: py38
+
 [testenv]
 deps = nose
        jaconv