diff --git a/.github/workflows/tests.yml b/.github/workflows/tests.yml
new file mode 100644
index 000000000..ce4576457
--- /dev/null
+++ b/.github/workflows/tests.yml
@@ -0,0 +1,48 @@
+name: WeasyPrint's tests
+on: [push]
+
+jobs:
+  tests:
+    name: ${{ matrix.os }} - ${{ matrix.python-version }}
+    runs-on: ${{ matrix.os }}
+    strategy:
+      fail-fast: false
+      matrix:
+        os: [ubuntu-latest, macos-latest, windows-latest]
+        python-version: [3.6, 3.7, 3.8, pypy3]
+        exclude:
+          # Pillow wheel missing for this configuration
+          - os: macos-latest
+            python-version: pypy3
+          # Cannot find installed libraries
+          - os: windows-latest
+            python-version: pypy3
+    steps:
+      - uses: actions/checkout@v2
+      - uses: actions/setup-python@v1
+        with:
+          python-version: ${{ matrix.python-version }}
+      - name: Install DejaVu (Ubuntu)
+        if: matrix.os == 'ubuntu-latest'
+        run: sudo apt-get update -y && sudo apt-get install ttf-dejavu -y
+      - name: Install DejaVu, cairo, pango, gdk-pixbuf and libffi (MacOS)
+        if: matrix.os == 'macos-latest'
+        run: |
+          brew tap homebrew/cask-fonts
+          brew cask install font-dejavu
+          brew install cairo pango gdk-pixbuf libffi
+      - name: Install msys2 and DejaVu (Windows)
+        if: matrix.os == 'windows-latest'
+        run: |
+          choco install -y --no-progress msys2
+          powershell "C:\tools\msys64\usr\bin\bash -lc 'pacman -S mingw-w64-x86_64-ttf-dejavu mingw-w64-x86_64-gtk3 --noconfirm'"
+          xcopy "C:\tools\msys64\mingw64\share\fonts\TTF" "C:\Users\runneradmin\.fonts" /e /i
+          $env:PATH += ";C:\tools\msys64\mingw64\bin"
+          echo "::set-env name=PATH::$env:PATH"
+      - name: Upgrade pip and setuptools
+        run: python -m pip install --upgrade pip setuptools
+      - name: Upgrade cffi (Windows)
+        if: matrix.os == 'windows-latest'
+        run: python -m pip install --upgrade cffi
+      - name: Launch tests
+        run: python setup.py test --addopts="-v"
diff --git a/.travis.yml b/.travis.yml
deleted file mode 100644
index b2b771730..000000000
--- a/.travis.yml
+++ /dev/null
@@ -1,56 +0,0 @@
-language: python
-env: PYTHON=python
-
-git:
-  submodules: false
-
-jobs:
-  include:
-    - dist: bionic
-      python: 3.6
-    - dist: bionic
-      python: 3.7
-    - dist: focal
-      python: 3.8
-    - os: osx
-      language: generic
-      env:
-        - HOMEBREW_NO_AUTO_UPDATE=1
-        - PYTHON=python3
-    - os: windows
-      # Windows doesn't support python or even generic language
-      language: cpp
-      env: PYTHON=/c/Python38/python
-  allow_failures:
-    - os: windows
-
-addons:
-  apt:
-    packages:
-    - ttf-dejavu
-
-before_install:
-  - if [[ "$TRAVIS_OS_NAME" == "windows" ]]; then export "PATH=$PATH;C:\msys64\mingw64\bin"; fi
-  - if [[ "$TRAVIS_OS_NAME" == "windows" ]]; then choco install -y python dejavufonts; fi
-  - if [[ "$TRAVIS_OS_NAME" == "windows" ]]; then wget "http://repo.msys2.org/distrib/x86_64/msys2-base-x86_64-20180531.tar.xz"; fi
-  - if [[ "$TRAVIS_OS_NAME" == "windows" ]]; then 7z e msys2-base-x86_64-20180531.tar.xz; fi
-  - if [[ "$TRAVIS_OS_NAME" == "windows" ]]; then 7z x -y msys2-base-x86_64-20180531.tar -oc:\\; fi
-  # We need powershell because Travis' bash and MSYS2's bash rely on conflicting libraries
-  - if [[ "$TRAVIS_OS_NAME" == "windows" ]]; then powershell "C:\msys64\usr\bin\bash -lc 'pacman -S mingw-w64-x86_64-gtk3 --noconfirm'"; fi
-
-  # Pango 1.38+ is needed to make @font-face work, remove these two lines when it's available on Travis
-  - if [[ "$TRAVIS_OS_NAME" == "linux" ]]; then mkdir -p ~/.fonts; fi
-  - if [[ "$TRAVIS_OS_NAME" == "linux" ]]; then wget "https://github.com/Kozea/Ahem/blob/master/Ahem.ttf?raw=true" -O ~/.fonts/Ahem.ttf; fi
-
-  - if [[ "$TRAVIS_OS_NAME" == "osx" ]]; then brew tap homebrew/cask-fonts; fi
-  - if [[ "$TRAVIS_OS_NAME" == "osx" ]]; then brew cask install font-dejavu; fi
-  - if [[ "$TRAVIS_OS_NAME" == "osx" ]]; then brew install cairo pango gdk-pixbuf libffi; fi
-
-  # As setup.py doesn't use pip, setuptools is not updated before installing dependencies
-  - $PYTHON -m pip install --upgrade pip setuptools
-
-  # Upgrade cffi to avoid errors while installing cairocffi
-  - if [[ "$TRAVIS_OS_NAME" == "windows" ]]; then $PYTHON -m pip install --upgrade cffi; fi
-
-script:
-  - $PYTHON setup.py test