diff --git a/.github/workflows/main.yml b/.github/workflows/main.yml
new file mode 100644
index 000000000..6686ce759
--- /dev/null
+++ b/.github/workflows/main.yml
@@ -0,0 +1,57 @@
+name: CI
+
+on:
+  push:
+    branches:
+    - main
+  pull_request:
+
+jobs:
+  tests:
+    name: Python ${{ matrix.python-version }}
+    runs-on: ubuntu-20.04
+
+    strategy:
+      matrix:
+        python-version:
+        - '3.6'
+        - '3.7'
+        - '3.8'
+        - '3.9'
+
+    steps:
+    - uses: actions/checkout@v2
+
+    - uses: actions/setup-python@v2
+      with:
+        python-version: ${{ matrix.python-version }}
+
+    - uses: actions/cache@v2
+      with:
+        path: ~/.cache/pip
+        key: ${{ runner.os }}-pip-${{ hashFiles('requirements/*.txt') }}
+        restore-keys: |
+          ${{ runner.os }}-pip-
+
+    - name: Upgrade packaging tools
+      run: python -m pip install --upgrade pip setuptools virtualenv wheel
+
+    - name: Install dependencies
+      run: python -m pip install --upgrade codecov tox
+
+    - name: Run tox targets for ${{ matrix.python-version }}
+      run: |
+        ENV_PREFIX=$(tr -C -d "0-9" <<< "${{ matrix.python-version }}")
+        TOXENV=$(tox --listenvs | grep "^py$ENV_PREFIX" | tr '\n' ',') tox
+
+    - name: Run extra tox targets
+      if: ${{ matrix.python-version == '3.9' }}
+      run: |
+        python setup.py bdist_wheel
+        rm -r djangorestframework.egg-info  # see #6139
+        tox -e base,dist,docs
+        tox -e dist --installpkg ./dist/djangorestframework-*.whl
+
+    - name: Upload coverage
+      run: |
+        codecov -e TOXENV,DJANGO
diff --git a/.travis.yml b/.travis.yml
deleted file mode 100644
index 244ab77fa..000000000
--- a/.travis.yml
+++ /dev/null
@@ -1,55 +0,0 @@
-language: python
-cache: pip
-dist: bionic
-matrix:
-    fast_finish: true
-    include:
-
-      - { python: "3.5", env: DJANGO=2.2 }
-
-      - { python: "3.6", env: DJANGO=2.2 }
-      - { python: "3.6", env: DJANGO=3.0 }
-      - { python: "3.6", env: DJANGO=3.1 }
-      - { python: "3.6", env: DJANGO=3.2 }
-
-      - { python: "3.7", env: DJANGO=2.2 }
-      - { python: "3.7", env: DJANGO=3.0 }
-      - { python: "3.7", env: DJANGO=3.1 }
-      - { python: "3.7", env: DJANGO=3.2 }
-
-      - { python: "3.8", env: DJANGO=3.0 }
-      - { python: "3.8", env: DJANGO=3.1 }
-      - { python: "3.8", env: DJANGO=3.2 }
-      - { python: "3.8", env: DJANGO=main }
-
-      - { python: "3.9", env: DJANGO=3.1 }
-      - { python: "3.9", env: DJANGO=3.2 }
-      - { python: "3.9", env: DJANGO=main }
-
-      - { python: "3.8", env: TOXENV=base }
-      - { python: "3.8", env: TOXENV=docs }
-
-      - python: "3.8"
-        env: TOXENV=dist
-        script:
-          - python setup.py bdist_wheel
-          - rm -r djangorestframework.egg-info  # see #6139
-          - tox --installpkg ./dist/djangorestframework-*.whl
-          - tox  # test sdist
-
-    allow_failures:
-      - env: DJANGO=main
-      - env: DJANGO=3.2
-
-install:
-    - pip install tox tox-travis
-
-script:
-    - tox
-
-after_success:
-    - pip install codecov
-    - codecov -e TOXENV,DJANGO
-
-notifications:
-    email: false
diff --git a/tox.ini b/tox.ini
index fc44b52d2..bf4de90d0 100644
--- a/tox.ini
+++ b/tox.ini
@@ -49,3 +49,21 @@ commands = mkdocs build
 deps =
        -rrequirements/requirements-testing.txt
        -rrequirements/requirements-documentation.txt
+
+[testenv:py36-django32]
+ignore_outcome = true
+
+[testenv:py37-django32]
+ignore_outcome = true
+
+[testenv:py38-django32]
+ignore_outcome = true
+
+[testenv:py39-django32]
+ignore_outcome = true
+
+[testenv:py38-djangomain]
+ignore_outcome = true
+
+[testenv:py39-djangomain]
+ignore_outcome = true