diff --git a/.github/workflows/test.yml b/.github/workflows/test.yml
new file mode 100644
index 000000000..7887343f8
--- /dev/null
+++ b/.github/workflows/test.yml
@@ -0,0 +1,24 @@
+name: Python package
+
+on:
+  - push
+  - pull_request
+
+jobs:
+  build:
+    runs-on: ubuntu-latest
+    strategy:
+      matrix:
+        python-version: [3.5, 3.6]
+
+    steps:
+    - uses: actions/checkout@v2
+    - name: Set up Python ${{ matrix.python-version }}
+      uses: actions/setup-python@v2
+      with:
+        python-version: ${{ matrix.python-version }}
+    - name: Install dependencies
+      run: pip install . coverage codecov
+    - name: Test
+      run: cd tests && coverage run --source=../dpdata -m unittest && cd .. && coverage combine tests/.coverage && coverage report
+    - run: codecov
diff --git a/.travis.yml b/.travis.yml
deleted file mode 100644
index 379837c0b..000000000
--- a/.travis.yml
+++ /dev/null
@@ -1,16 +0,0 @@
-language: python
-python:
-  - "3.5"
-  - "3.5-dev"  # 3.5 development branch
-  - "3.6"
-  - "3.6-dev"  # 3.6 development branch
-# command to install dependencies
-before_install:
-  - pip install coverage codecov
-install:
-  - pip install .
-# command to run tests
-script:
-  - cd tests && coverage run --source=../dpdata -m unittest && cd .. && coverage combine tests/.coverage && coverage report
-after_success:
-  - codecov