diff --git a/.github/workflows/tests.yml b/.github/workflows/tests.yml
new file mode 100644
index 00000000..e3e786ae
--- /dev/null
+++ b/.github/workflows/tests.yml
@@ -0,0 +1,55 @@
+name: Tests
+on: [push, pull_request]
+
+jobs:
+  test:
+    name: Run test
+    runs-on: ubuntu-latest
+    continue-on-error: ${{ matrix.django-rest-framework == 'master' }}
+    strategy:
+      fail-fast: false
+      matrix:
+        python-version: ["3.6", "3.7", "3.8", "3.9"]
+        django: ["2.2", "3.0", "3.1"]
+        django-rest-framework: ["3.12", "master"]
+    env:
+      PYTHON: ${{ matrix.python-version }}
+      DJANGO: ${{ matrix.django }}
+      DJANGO_REST_FRAMEWORK: ${{ matrix.django-rest-framework }}
+    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
+          pip install tox tox-gh-actions
+      - name: Test with tox
+        run: tox
+      - name: Upload coverage report
+        uses: codecov/codecov-action@v1
+        with:
+          env_vars: PYTHON,DJANGO,DJANGO_REST_FRAMEWORK
+  check:
+    name: Run check
+    runs-on: ubuntu-latest
+    strategy:
+      fail-fast: false
+      matrix:
+        tox-env: ["black", "lint", "docs"]
+    steps:
+      - uses: actions/checkout@v2
+      - name: Set up Python 3.6
+        uses: actions/setup-python@v2
+        with:
+          python-version: 3.6
+      - name: Install dependencies
+        run: |
+          python -m pip install --upgrade pip
+          pip install tox
+      - name: Run lint
+        run: tox
+        env:
+          TOXENV: ${{ matrix.tox-env }}
diff --git a/.travis.yml b/.travis.yml
deleted file mode 100644
index 65ea1cc8..00000000
--- a/.travis.yml
+++ /dev/null
@@ -1,88 +0,0 @@
-language: python
-dist: xenial
-sudo: required
-cache: pip
-# Favor explicit over implicit and use an explicit build matrix.
-matrix:
-  allow_failures:
-    - env: TOXENV=py36-django22-drfmaster
-    - env: TOXENV=py37-django22-drfmaster
-    - env: TOXENV=py38-django22-drfmaster
-    - env: TOXENV=py39-django22-drfmaster
-    - env: TOXENV=py36-django30-drfmaster
-    - env: TOXENV=py37-django30-drfmaster
-    - env: TOXENV=py38-django30-drfmaster
-    - env: TOXENV=py39-django30-drfmaster
-    - env: TOXENV=py36-django31-drfmaster
-    - env: TOXENV=py37-django31-drfmaster
-    - env: TOXENV=py38-django31-drfmaster
-    - env: TOXENV=py39-django31-drfmaster
-
-  include:
-    - python: 3.6
-      env: TOXENV=black
-    - python: 3.6
-      env: TOXENV=lint
-    - python: 3.6
-      env: TOXENV=docs
-
-    - python: 3.6
-      env: TOXENV=py36-django22-drf312
-    - python: 3.6
-      env: TOXENV=py36-django22-drfmaster
-    - python: 3.6
-      env: TOXENV=py36-django30-drf312
-    - python: 3.6
-      env: TOXENV=py36-django30-drfmaster
-    - python: 3.6
-      env: TOXENV=py36-django31-drf312
-    - python: 3.6
-      env: TOXENV=py36-django31-drfmaster
-
-    - python: 3.7
-      env: TOXENV=py37-django22-drf312
-    - python: 3.7
-      env: TOXENV=py37-django22-drfmaster
-    - python: 3.7
-      env: TOXENV=py37-django30-drf312
-    - python: 3.7
-      env: TOXENV=py37-django30-drfmaster
-    - python: 3.7
-      env: TOXENV=py37-django31-drf312
-    - python: 3.7
-      env: TOXENV=py37-django31-drfmaster
-
-    - python: 3.8
-      env: TOXENV=py38-django22-drf312
-    - python: 3.8
-      env: TOXENV=py38-django22-drfmaster
-    - python: 3.8
-      env: TOXENV=py38-django30-drf312
-    - python: 3.8
-      env: TOXENV=py38-django30-drfmaster
-    - python: 3.8
-      env: TOXENV=py38-django31-drf312
-    - python: 3.8
-      env: TOXENV=py38-django31-drfmaster
-
-    - python: 3.9
-      env: TOXENV=py39-django22-drf312
-    - python: 3.9
-      env: TOXENV=py39-django22-drfmaster
-    - python: 3.9
-      env: TOXENV=py39-django30-drf312
-    - python: 3.9
-      env: TOXENV=py39-django30-drfmaster
-    - python: 3.9
-      env: TOXENV=py39-django31-drf312
-    - python: 3.9
-      env: TOXENV=py39-django31-drfmaster
-
-
-install:
-  - pip install tox
-script:
-  - tox
-after_success:
-  - pip install codecov
-  - codecov -e TOXENV --required
diff --git a/README.rst b/README.rst
index 3501e8a1..86e20fd3 100644
--- a/README.rst
+++ b/README.rst
@@ -2,8 +2,9 @@
 JSON API and Django Rest Framework
 ==================================
 
-.. image:: https://travis-ci.com/django-json-api/django-rest-framework-json-api.svg?branch=master
-   :target: https://travis-ci.com/django-json-api/django-rest-framework-json-api
+.. image:: hhttps://github.com/django-json-api/django-rest-framework-json-api/workflows/Tests/badge.svg
+   :alt: Tests
+   :target: https://github.com/django-json-api/django-rest-framework-json-api/actions
 
 .. image:: https://readthedocs.org/projects/django-rest-framework-json-api/badge/?version=latest
    :alt: Read the docs
diff --git a/tox.ini b/tox.ini
index dc808c01..dab1676c 100644
--- a/tox.ini
+++ b/tox.ini
@@ -3,6 +3,23 @@ envlist =
     py{36,37,38,39}-django{22,30,31}-drf{312,master},
     lint,docs
 
+[gh-actions]
+python =
+    3.6: py36
+    3.7: py37
+    3.8: py38
+    3.9: py39
+
+[gh-actions:env]
+DJANGO =
+    2.2: django22
+    3.0: django30
+    3.1: django31
+
+DJANGO_REST_FRAMEWORK =
+    3.12: drf312
+    master: drfmaster
+
 [testenv]
 deps =
     django22: Django>=2.2,<2.3