diff --git a/.github/workflows/run-tests.yml b/.github/workflows/run-tests.yml
new file mode 100644
index 0000000..da26063
--- /dev/null
+++ b/.github/workflows/run-tests.yml
@@ -0,0 +1,34 @@
+name: Python package
+
+on:
+  push:
+    branches: [ master ]
+
+  pull_request:
+    branches: [ master ]
+
+jobs:
+  build:
+    runs-on: ${{ matrix.os }}
+
+    strategy:
+      matrix:
+        os: [ macos-latest, ubuntu-latest, windows-latest ]
+        python-version: [ 3.7, 3.8, 3.9, 3.10 ]
+        django-version: [3.0.*, 3.1.*, 3.2.*, 4.0.*]
+
+    steps:
+      - uses: actions/checkout@v2.3.2
+      - name: Set up Python ${{ matrix.python-version }}
+        uses: actions/setup-python@v2
+        with:
+          python-version: ${{ matrix.python-version }}
+      - name: Install dependencies
+        run: |
+          python dev.py -no-container
+          pip install -q Django==${{ matrix.django-version }}
+          python -m pip install --upgrade pip
+          python setup.py install
+      - name: Test with pytest
+        run: |
+          python runtests.py