diff --git a/.github/workflows/pythonpackage.yml b/.github/workflows/pythonpackage.yml
new file mode 100644
index 0000000..0e5932f
--- /dev/null
+++ b/.github/workflows/pythonpackage.yml
@@ -0,0 +1,27 @@
+name: Python package
+
+on: [push]
+
+jobs:
+  build:
+
+    runs-on: ubuntu-18.04
+    strategy:
+      max-parallel: 4
+      matrix:
+        python-version: [3.5, 3.6, 3.7]
+
+    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: |
+        pip install codecov wheel cryptography
+        pip install .
+    - name: Test
+      run: |
+        make test
+        bash <(curl -s https://codecov.io/bash)
diff --git a/.travis.yml b/.travis.yml
deleted file mode 100644
index 37b6f37..0000000
--- a/.travis.yml
+++ /dev/null
@@ -1,22 +0,0 @@
-language: python
-python:
-  - 3.4
-  - 3.5
-  - 3.6
-  - 3.7
-  - nightly
-
-dist: trusty
-sudo: false
-
-before_install:
-  - pip install --quiet codecov wheel cryptography
-
-install:
-  - make install
-
-script:
-  - make test
-
-after_success:
-  - bash <(curl -s https://codecov.io/bash)
diff --git a/README.rst b/README.rst
index 48f0f9c..6833978 100644
--- a/README.rst
+++ b/README.rst
@@ -70,8 +70,8 @@ License
 -------
 Licensed under the terms of the `Apache License, Version 2.0 <http://www.apache.org/licenses/LICENSE-2.0>`_.
 
-.. image:: https://travis-ci.org/kislyuk/requests-http-signature.png
-        :target: https://travis-ci.org/kislyuk/requests-http-signature
+.. image:: https://github.com/pyauth/requests-http-signature/workflows/Python%20package/badge.svg
+        :target: https://github.com/pyauth/requests-http-signature/actions
 .. image:: https://codecov.io/github/kislyuk/requests-http-signature/coverage.svg?branch=master
         :target: https://codecov.io/github/kislyuk/requests-http-signature?branch=master
 .. image:: https://img.shields.io/pypi/v/requests-http-signature.svg