diff --git a/.github/workflows/lint.yml b/.github/workflows/lint.yml
index 4bd02b674..f72342c5c 100644
--- a/.github/workflows/lint.yml
+++ b/.github/workflows/lint.yml
@@ -8,17 +8,17 @@ jobs:
     runs-on: ubuntu-latest
     strategy:
       matrix:
-        python: [3.7]
+        python-version: ["3.7"]
 
-    name: Python ${{ matrix.python }}
+    name: Python ${{ matrix.python-version }}
 
     steps:
     - uses: actions/checkout@v1
 
-    - name: Set up Python ${{ matrix.python }}
+    - name: Set up Python ${{ matrix.python-version }}
       uses: actions/setup-python@v1
       with:
-        python-version: ${{ matrix.python }}
+        python-version: ${{ matrix.python-version }}
 
     - name: Install dependencies
       run: |
diff --git a/.github/workflows/test.yml b/.github/workflows/test.yml
new file mode 100644
index 000000000..fb09b0ffa
--- /dev/null
+++ b/.github/workflows/test.yml
@@ -0,0 +1,54 @@
+name: Test
+
+on: [push, pull_request]
+
+jobs:
+  build:
+
+    runs-on: ubuntu-latest
+    strategy:
+      matrix:
+        python-version: [
+          "pypy3",
+          "pypy2",
+          "3.7",
+          "2.7",
+          "3.5",
+          "3.6",
+        ]
+        include:
+        - python-version: "3.5"
+          env: PYTHONOPTIMIZE=2
+        - python-version: "3.6"
+          env: PYTHONOPTIMIZE=1
+    name: Python ${{ matrix.python-version }}
+
+    steps:
+    - uses: actions/checkout@v1
+
+    - name: Set up Python ${{ matrix.python-version }}
+      uses: actions/setup-python@v1
+      with:
+        python-version: ${{ matrix.python-version }}
+
+    - name: Install dependencies
+      run: |
+        .travis/install.sh
+
+    - name: Test
+      run: |
+        .travis/script.sh
+
+    - name: Docs
+      if: matrix.python-version == 2.7
+      run: |
+        pip install sphinx-rtd-theme
+        make doccheck
+
+    - name: After success
+      if: success()
+      run: |
+        .travis/after_success.sh
+      env:
+        CODECOV_TOKEN: ${{ secrets.CODECOV_TOKEN }}
+        COVERALLS_REPO_TOKEN: ${{ secrets.COVERALLS_REPO_TOKEN }}