diff --git a/.github/workflows/main.yml b/.github/workflows/main.yml
new file mode 100644
index 00000000..c2161ec2
--- /dev/null
+++ b/.github/workflows/main.yml
@@ -0,0 +1,162 @@
+name: build
+
+on: [push, pull_request]
+
+env:
+  # color output for pytest and tox
+  PYTEST_ADDOPTS: "--color=yes"
+  PY_COLORS: 1
+
+jobs:
+  test:
+    name: Test - ${{ matrix.config.python }} - ${{ matrix.config.os }}
+    runs-on: ${{ matrix.config.os }}-latest
+
+    strategy:
+      matrix:
+        config:
+          - os: ubuntu
+            python: 3.5
+            tox: py35
+          - os: ubuntu
+            python: 3.6
+            tox: py36
+          - os: ubuntu
+            python: 3.7
+            tox: py37
+          - os: macos
+            python: 3.7
+            tox: py37
+          - os: windows
+            python: 3.7
+            tox: py37
+
+    steps:
+      - uses: actions/checkout@v2
+      - name: Setup Python ${{ matrix.config.python }}
+        uses: actions/setup-python@v1.1.1
+        with:
+          python-version: ${{ matrix.config.python }}
+      - name: Set pip cache (Linux)
+        uses: actions/cache@v1
+        if: startsWith(runner.os, 'Linux')
+        with:
+          path: ~/.cache/pip
+          key: ${{ runner.os }}-pip-${{ hashFiles('**/requirements/*') }}
+          restore-keys: |
+            ${{ runner.os }}-pip-
+      - name: Setup pip cache (macOS)
+        uses: actions/cache@v1
+        if: startsWith(runner.os, 'macOS')
+        with:
+          path: ~/Library/Caches/pip
+          key: ${{ runner.os }}-pip-${{ hashFiles('**/requirements/*') }}
+          restore-keys: |
+            ${{ runner.os }}-pip-
+      - name: Setup pip cache (Windows)
+        uses: actions/cache@v1
+        if: startsWith(runner.os, 'Windows')
+        with:
+          path: ~\AppData\Local\pip\Cache
+          key: ${{ runner.os }}-pip-${{ hashFiles('**/requirements/*') }}
+          restore-keys: |
+            ${{ runner.os }}-pip-
+      - name: Install locale (Linux)
+        if: startsWith(runner.os, 'Linux')
+        run: sudo locale-gen fr_FR.UTF-8 tr_TR.UTF-8
+      - name: Install pandoc
+        uses: r-lib/actions/setup-pandoc@v1
+        with:
+          pandoc-version: "2.9.2"
+      - name: Install tox
+        run: python -m pip install -U pip tox
+      - name: Info
+        run: |
+          echo "=====  PYTHON  ====="
+          python --version
+          echo "=====  PANDOC  ====="
+          pandoc --version | head -2
+      - name: Run tests
+        run: tox -e ${{ matrix.config.tox }}
+
+
+  lint:
+    name: Lint
+    runs-on: ubuntu-latest
+
+    steps:
+      - uses: actions/checkout@v2
+      - name: Setup Python
+        uses: actions/setup-python@v1.1.1
+        with:
+          python-version: 3.6
+      - name: Set pip cache (Linux)
+        uses: actions/cache@v1
+        if: startsWith(runner.os, 'Linux')
+        with:
+          path: ~/.cache/pip
+          key: ${{ runner.os }}-pip-${{ hashFiles('requirements/*') }}
+          restore-keys: |
+            ${{ runner.os }}-pip-
+      - name: Install tox
+        run: python -m pip install -U pip tox
+      - name: Check
+        run: tox -e flake8
+
+
+  docs:
+    name: Build docs
+    runs-on: ubuntu-latest
+
+    steps:
+      - uses: actions/checkout@v2
+      - name: Setup Python
+        uses: actions/setup-python@v1.1.1
+        with:
+          python-version: 3.6
+      - name: Set pip cache (Linux)
+        uses: actions/cache@v1
+        if: startsWith(runner.os, 'Linux')
+        with:
+          path: ~/.cache/pip
+          key: ${{ runner.os }}-pip-${{ hashFiles('requirements/*') }}
+          restore-keys: |
+            ${{ runner.os }}-pip-
+      - name: Install tox
+        run: python -m pip install -U pip tox
+      - name: Check
+        run: tox -e docs
+
+
+  deploy:
+    name: Deploy
+    needs: [test, lint, docs]
+    runs-on: ubuntu-latest
+    if: ${{ github.ref=='refs/heads/master' && github.event_name!='pull_request' }}
+
+    steps:
+      - uses: actions/checkout@v2
+      - name: Setup Python
+        uses: actions/setup-python@v1.1.1
+        with:
+          python-version: 3.7
+      - name: Check release
+        id: check_release
+        run: |
+          python -m pip install pip --upgrade
+          pip install poetry
+          pip install githubrelease
+          pip install --pre autopub
+          echo "##[set-output name=release;]$(autopub check)"
+      - name: Publish
+        if: ${{ steps.check_release.outputs.release=='' }}
+        env:
+          GITHUB_TOKEN: ${{ secrets.GH_TOKEN }}
+          PYPI_PASSWORD: ${{ secrets.PYPI_PASSWORD }}
+        run: |
+          git remote set-url origin https://$GITHUB_TOKEN@github.com/${{ github.repository }}
+          autopub prepare
+          poetry build
+          autopub commit
+          autopub githubrelease
+          poetry publish -u __token__ -p $PYPI_PASSWORD