diff --git a/.github/workflows/test.yml b/.github/workflows/test.yml
new file mode 100644
index 00000000..e05d8e9e
--- /dev/null
+++ b/.github/workflows/test.yml
@@ -0,0 +1,26 @@
+name: Python package
+
+on: [push]
+
+jobs:
+  build:
+
+    runs-on: ubuntu-latest
+    strategy:
+      matrix:
+        python-version: [2.7, 3.5, 3.6, 3.7, 3.8, 3.9, pypy2, pypy3]
+
+    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: |
+        python -m pip install --upgrade pip wheel
+        pip install --upgrade --upgrade-strategy only-if-needed pytest pytest-catchlog
+        pip install .
+    - name: Test with pytest
+      run: |
+        pytest
diff --git a/.travis.yml b/.travis.yml
deleted file mode 100644
index c1804a57..00000000
--- a/.travis.yml
+++ /dev/null
@@ -1,37 +0,0 @@
-language: python
-
-os: linux
-
-dist: xenial
-
-python:
-  - 2.7
-  - 3.5
-  - 3.6
-  - 3.7
-  - 3.8
-  - 3.9
-  - pypy
-  - pypy3
-
-cache:
-    directories:
-        - $HOME/.hypothesis
-
-env:
-  global:
-    - HYPOTHESIS_STORAGE_DIRECTORY=$HOME/.hypothesis
-
-install:
-  - travis_retry pip install --upgrade pip
-  - travis_retry pip install --upgrade --upgrade-strategy only-if-needed pytest pytest-catchlog
-  - pip install .
-
-# Run test
-script:
-  - py.test
-
-notifications:
-  email:
-    on_success: change
-    on_failure: always