diff --git a/.github/workflows/python-app.yml b/.github/workflows/python-app.yml
new file mode 100644
index 00000000..0032320b
--- /dev/null
+++ b/.github/workflows/python-app.yml
@@ -0,0 +1,120 @@
+# This workflow will install Python dependencies, run tests and lint with a single version of Python
+# For more information see: https://help.github.com/actions/language-and-framework-guides/using-python-with-github-actions
+
+name: Python application
+
+on:
+  push:
+    branches: [ master ]
+  pull_request:
+    branches: [ master ]
+
+jobs:
+  tests_python:
+    name: Test on Python ${{ matrix.python_version }} and Django ${{ matrix.django_version }} on ${{ matrix.database }}
+    runs-on: ubuntu-latest
+    strategy:
+      matrix:
+        django_version: [ '1.11', '2.0', '2.1', '2.2', '3.0', '3.1' ]
+        python_version: [ '3.4', '3.5', '3.6', '3.7', '3.8', '3.9' ]
+        database: [ 'postgres' ]
+        exclude:
+          - django_version: '1.11'
+            python_version: '3.8'
+          - django_version: '1.11'
+            python_version: '3.9'
+
+          - django_version: '2.0'
+            python_version: '3.8'
+          - django_version: '2.0'
+            python_version: '3.9'
+
+          - django_version: '2.1'
+            python_version: '3.4'
+          - django_version: '2.1'
+            python_version: '3.8'
+          - django_version: '2.1'
+            python_version: '3.9'
+
+          - django_version: '2.2'
+            python_version: '3.4'
+
+          - django_version: '3.0'
+            python_version: '3.4'
+          - django_version: '3.0'
+            python_version: '3.5'
+
+          - django_version: '3.1'
+            python_version: '3.4'
+          - django_version: '3.1'
+            python_version: '3.5'
+        include:
+          - django_version: '2.2'
+            python_version: '3.7'
+            database: 'sqlite'
+    env:
+      SPATIALITE_LIBRARY_PATH: 'mod_spatialite'
+      GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}
+      COVERALLS_REPO_TOKEN: ${{ secrets.COVERALLS_REPO_TOKEN }}
+
+    services:
+      postgres:
+        image: postgis/postgis:10-2.5
+        env:
+          # must specify password for PG Docker container image, see: https://registry.hub.docker.com/_/postgres?tab=description&page=1&name=10
+          POSTGRES_PASSWORD: password
+          POSTGRES_DB: test_db
+        ports:
+          - 5432:5432
+        # needed because the postgres container does not provide a healthcheck
+        options: --health-cmd pg_isready --health-interval 10s --health-timeout 5s --health-retries 5
+
+    steps:
+    - uses: actions/checkout@v2
+    - name: Set up Python ${{ matrix.python_version }}
+      uses: actions/setup-python@v2
+      with:
+        python-version: ${{ matrix.python_version }}
+    - name: Cache pip
+      uses: actions/cache@v2
+      with:
+        # This path is specific to Ubuntu
+        path: ~/.cache/pip
+        key: ${{ runner.os }}-pip-${{ matrix.python-version }}-${{ matrix.django_version }}-${{ matrix.database }}
+    - name: Install dependencies
+      run: |
+        sudo apt-get update -qq
+        sudo apt-get install -y libproj-dev libgeos-dev gdal-bin libgdal-dev
+        python -m pip install --upgrade pip
+        pip install -U flake8 coveralls psycopg2-binary argparse
+        pip install -U Django~=${{ matrix.django_version }}
+    - name: Lint with flake8
+      run: |
+        flake8 --ignore=E501,W504 leaflet
+    - name: Test Django >= 2.0
+      if: matrix.django_version != '1.11'
+      run: |
+        python -W error::DeprecationWarning -W error::PendingDeprecationWarning -m coverage run ./quicktest.py leaflet --db=${{ matrix.database }}
+    - name: Test Django 1.11
+      if: matrix.django_version == '1.11'
+      run: |
+        python -m coverage run ./quicktest.py leaflet --db=${{ matrix.database }}
+    - name: Coverage
+      if: ${{ success() }}
+      run: |
+        coveralls
+
+  tests_node:
+    runs-on: ubuntu-latest
+    steps:
+    - uses: actions/checkout@v2
+    - name: Use Node.js
+      uses: actions/setup-node@v1
+      with:
+        node-version: 8.12.0
+    - name: Install dependencies
+      run: |
+        npm install leaflet/tests/
+    - name: Test node
+      run: |
+        node node_modules/mocha-phantomjs/bin/mocha-phantomjs leaflet/tests/index.html
diff --git a/quicktest.py b/quicktest.py
index 799bfb1b..4eaa05a6 100644
--- a/quicktest.py
+++ b/quicktest.py
@@ -42,9 +42,9 @@ def run_tests(self):
                 'default': {
                     'ENGINE': 'django.contrib.gis.db.backends.postgis',
                     'NAME': 'test_db',
-                    'HOST': '127.0.0.1',
+                    'HOST': 'localhost',
                     'USER': 'postgres',
-                    'PASSWORD': '',
+                    'PASSWORD': 'password',
                 }
             }