diff --git a/.github/workflows/release.yml b/.github/workflows/release.yml
new file mode 100644
index 0000000..ee36052
--- /dev/null
+++ b/.github/workflows/release.yml
@@ -0,0 +1,40 @@
+name: Release
+
+on:
+  push:
+    tags:
+    - '*'
+
+jobs:
+  build:
+    if: github.repository == 'jazzband/django-downloadview'
+    runs-on: ubuntu-latest
+
+    steps:
+      - uses: actions/checkout@v2
+        with:
+          fetch-depth: 0
+
+      - name: Set up Python
+        uses: actions/setup-python@v2
+        with:
+          python-version: 3.8
+
+      - name: Install dependencies
+        run: |
+          python -m pip install -U pip
+          python -m pip install -U setuptools twine wheel
+
+      - name: Build package
+        run: |
+          python setup.py --version
+          python setup.py sdist --format=gztar bdist_wheel
+          twine check dist/*
+
+      - name: Upload packages to Jazzband
+        if: github.event_name == 'push' && startsWith(github.ref, 'refs/tags')
+        uses: pypa/gh-action-pypi-publish@master
+        with:
+          user: jazzband
+          password: ${{ secrets.JAZZBAND_RELEASE_KEY }}
+          repository_url: https://jazzband.co/projects/django-downloadview/upload
diff --git a/.github/workflows/test.yml b/.github/workflows/test.yml
new file mode 100644
index 0000000..c611845
--- /dev/null
+++ b/.github/workflows/test.yml
@@ -0,0 +1,52 @@
+name: Test
+
+on: [push, pull_request]
+
+jobs:
+  build:
+    name: build (Python ${{ matrix.python-version }}, Django ${{ matrix.django-version }})
+    runs-on: ubuntu-latest
+    strategy:
+      fail-fast: false
+      max-parallel: 5
+      matrix:
+        python-version: ['3.6', '3.7', '3.8', '3.9']
+        django-version: ['2.2', '3.0', '3.1', 'master']
+
+    steps:
+    - uses: actions/checkout@v2
+
+    - name: Set up Python ${{ matrix.python-version }}
+      uses: actions/setup-python@v2
+      with:
+        python-version: ${{ matrix.python-version }}
+
+    - name: Get pip cache dir
+      id: pip-cache
+      run: |
+        echo "::set-output name=dir::$(pip cache dir)"
+
+    - name: Cache
+      uses: actions/cache@v2
+      with:
+        path: ${{ steps.pip-cache.outputs.dir }}
+        key:
+          ${{ matrix.python-version }}-v1-${{ hashFiles('**/setup.py') }}
+        restore-keys: |
+          ${{ matrix.python-version }}-v1-
+
+    - name: Install dependencies
+      run: |
+        python -m pip install --upgrade pip
+        python -m pip install --upgrade tox tox-gh-actions
+
+    - name: Tox tests
+      run: |
+        tox -v
+      env:
+        DJANGO: ${{ matrix.django-version }}
+
+    - name: Upload coverage
+      uses: codecov/codecov-action@v1
+      with:
+        name: Python ${{ matrix.python-version }}
diff --git a/.gitignore b/.gitignore
index 07da98d..c134a57 100644
--- a/.gitignore
+++ b/.gitignore
@@ -6,6 +6,8 @@
 
 # Data files.
 /var/
+coverage.xml
+.coverage/
 
 # Python files.
 *.pyc
@@ -14,6 +16,8 @@
 
 # Tox files.
 /.tox/
+.eggs
+*.egg-info
 
 # Virtualenv files (created by tox).
 /build/
diff --git a/.isort.cfg b/.isort.cfg
index eb3d723..b565e95 100644
--- a/.isort.cfg
+++ b/.isort.cfg
@@ -6,7 +6,7 @@ force_grid_wrap=0
 line_length=88
 combine_as_imports=True
 
-# List sections with django and 
+# List sections with django and
 known_django=django
 known_downloadview=django_downloadview
 
diff --git a/.travis.yml b/.travis.yml
deleted file mode 100644
index 015ef21..0000000
--- a/.travis.yml
+++ /dev/null
@@ -1,34 +0,0 @@
-language: python
-dist: bionic
-python:
-- 3.6
-- 3.7
-- 3.8
-- 3.9-dev
-install:
-- pip install tox tox-travis
-script:
-- tox -v
-jobs:
-  fast_finish: true
-  include:
-    - stage: deploy
-      env:
-      python: 3.7
-      script: skip
-      deploy:
-        provider: pypi
-        user: jazzband
-        server: https://jazzband.co/projects/django-downloadview/upload
-        distributions: sdist bdist_wheel
-        password:
-          secure: TYFfz5OkSH0YwTKh0lc0PbddcuZh5oL2H1AVIXHs2dODQ46PNgLYgDRe9k9PItAenxm7QCnGRONJo2o1GNuiCcAOWK84jbrmufHZ5EeKTOVtssyrffSA/Oxfs5mFJ/Kgy3o8FC1hGRKXrXFN3bvedmVHERGQimQESPxHQ9sPWhc=
-        skip_existing: true
-        skip_cleanup: true
-        on:
-          tags: true
-          repo: jazzband/django-downloadview
-          python: 3.7
-after_success:
-  - pip install coveralls
-  - coveralls
diff --git a/MANIFEST.in b/MANIFEST.in
index d52c1c3..51f35b3 100644
--- a/MANIFEST.in
+++ b/MANIFEST.in
@@ -6,4 +6,3 @@ include CONTRIBUTING.rst
 include INSTALL
 include LICENSE
 include README.rst
-include VERSION
diff --git a/Makefile b/Makefile
index 35d1647..9cb2a4d 100644
--- a/Makefile
+++ b/Makefile
@@ -92,12 +92,6 @@ demo:
 runserver: demo
 	demo runserver
 
-
-#: release - Tag and push to PyPI.
-.PHONY: release
-release:
-	$(TOX) -e release
-
 .PHONY: black
 black:
 	$(BLACK) demo tests django_downloadview
diff --git a/README.rst b/README.rst
index d7e52b4..4be52d3 100644
--- a/README.rst
+++ b/README.rst
@@ -3,22 +3,26 @@ django-downloadview
 ###################
 
 .. image:: https://jazzband.co/static/img/badge.svg
-        :target: https://jazzband.co/
-        :alt: Jazzband
+    :target: https://jazzband.co/
+    :alt: Jazzband
 
 .. image:: https://img.shields.io/pypi/v/django-downloadview.svg
-        :target: https://pypi.python.org/pypi/django-downloadview
+    :target: https://pypi.python.org/pypi/django-downloadview
 
 .. image:: https://img.shields.io/pypi/pyversions/django-downloadview.svg
-        :target: https://pypi.python.org/pypi/django-downloadview
+    :target: https://pypi.python.org/pypi/django-downloadview
+
 .. image:: https://img.shields.io/pypi/dm/django-downloadview.svg
-        :target: https://pypi.python.org/pypi/django-downloadview
-.. image:: https://travis-ci.org/jazzband/django-downloadview.svg?branch=master
-        :target: https://travis-ci.org/jazzband/django-downloadview
-.. image:: https://coveralls.io/repos/github/jazzband/django-downloadview/badge.svg?branch=master
-        :target: https://coveralls.io/github/jazzband/django-downloadview?branch=master
+    :target: https://pypi.python.org/pypi/django-downloadview
+
+.. image:: https://github.com/jazzband/django-downloadview/workflows/Test/badge.svg
+    :target: https://github.com/jazzband/django-downloadview/actions
+    :alt: GitHub Actions
+
+.. image:: https://codecov.io/gh/jazzband/django-downloadview/branch/master/graph/badge.svg
+    :target: https://codecov.io/gh/jazzband/django-downloadview
+    :alt: Coverage
 
-			  
 `django-downloadview` makes it easy to serve files with `Django`_:
 
 * you manage files with Django (permissions, filters, generation, ...);
@@ -60,8 +64,7 @@ Resources
 * PyPI page: http://pypi.python.org/pypi/django-downloadview
 * Code repository: https://github.com/jazzband/django-downloadview
 * Bugtracker: https://github.com/jazzband/django-downloadview/issues
-* Continuous integration: https://travis-ci.org/jazzband/django-downloadview
+* Continuous integration: https://github.com/jazzband/django-downloadview/actions
 * Roadmap: https://github.com/jazzband/django-downloadview/milestones
 
-
 .. _`Django`: https://djangoproject.com
diff --git a/VERSION b/VERSION
deleted file mode 100644
index 7299f57..0000000
--- a/VERSION
+++ /dev/null
@@ -1 +0,0 @@
-2.3.dev0
diff --git a/demo/setup.py b/demo/setup.py
index 99593b5..1055fa7 100644
--- a/demo/setup.py
+++ b/demo/setup.py
@@ -1,46 +1,26 @@
-"""Python packaging."""
 import os
-
 from setuptools import setup
 
 here = os.path.abspath(os.path.dirname(__file__))
-project_root = os.path.dirname(here)
-
-
-NAME = "django-downloadview-demo"
-DESCRIPTION = "Serve files with Django and reverse-proxies."
-README = open(os.path.join(here, "README.rst")).read()
-VERSION = open(os.path.join(project_root, "VERSION")).read().strip()
-AUTHOR = "Benoît Bryon"
-EMAIL = "benoit@marmelune.net"
-URL = "https://django-downloadview.readthedocs.io/"
-CLASSIFIERS = [
-    "Development Status :: 5 - Production/Stable",
-    "License :: OSI Approved :: BSD License",
-    "Programming Language :: Python :: 2.7",
-    "Framework :: Django",
-]
-KEYWORDS = []
-PACKAGES = ["demoproject"]
-REQUIREMENTS = ["django-downloadview", "django-nose"]
-ENTRY_POINTS = {"console_scripts": ["demo = demoproject.manage:main"]}
-
 
-if __name__ == "__main__":  # Don't run setup() when we import this module.
-    setup(
-        name=NAME,
-        version=VERSION,
-        description=DESCRIPTION,
-        long_description=README,
-        classifiers=CLASSIFIERS,
-        keywords=" ".join(KEYWORDS),
-        author=AUTHOR,
-        author_email=EMAIL,
-        url=URL,
-        license="BSD",
-        packages=PACKAGES,
-        include_package_data=True,
-        zip_safe=False,
-        install_requires=REQUIREMENTS,
-        entry_points=ENTRY_POINTS,
-    )
+setup(
+    name="django-downloadview-demo",
+    version="1.0",
+    description="Serve files with Django and reverse-proxies.",
+    long_description=open(os.path.join(here, "README.rst")).read(),
+    classifiers=[
+        "Development Status :: 5 - Production/Stable",
+        "License :: OSI Approved :: BSD License",
+        "Programming Language :: Python :: 3",
+        "Framework :: Django",
+    ],
+    author="Benoît Bryon",
+    author_email="benoit@marmelune.net",
+    url="https://django-downloadview.readthedocs.io/",
+    license="BSD",
+    packages=["demoproject"],
+    include_package_data=True,
+    zip_safe=False,
+    install_requires=["django-downloadview", "django-nose"],
+    entry_points={"console_scripts": ["demo = demoproject.manage:main"]},
+)
diff --git a/docs/conf.py b/docs/conf.py
index 3c77bb7..ef3a7ab 100644
--- a/docs/conf.py
+++ b/docs/conf.py
@@ -2,6 +2,7 @@
 """django-downloadview documentation build configuration file."""
 import os
 import re
+from pkg_resources import get_distribution
 
 # Minimal Django settings. Required to use sphinx.ext.autodoc, because
 # django-downloadview depends on Django...
@@ -45,14 +46,11 @@
 # The version info for the project you're documenting, acts as replacement for
 # |version| and |release|, also used in various other places throughout the
 # built documents.
-configuration_dir = os.path.dirname(__file__)
-documentation_dir = configuration_dir
-version_file = os.path.normpath(os.path.join(documentation_dir, "../VERSION"))
 
 # The full version, including alpha/beta/rc tags.
-release = open(version_file).read().strip()
+release = get_distribution("django-downloadview").version
 # The short X.Y version.
-version = ".".join(release.split(".")[0:1])
+version = '.'.join(release.split('.')[:2])
 
 # The language for content autogenerated by Sphinx. Refer to documentation
 # for a list of supported languages.
diff --git a/setup.py b/setup.py
index 8ad5aa1..10622dd 100644
--- a/setup.py
+++ b/setup.py
@@ -1,98 +1,62 @@
-#!/usr/bin/env python
-"""Python packaging."""
 import os
-import sys
-
 from setuptools import setup
-from setuptools.command.test import test as TestCommand
-
-
-class Tox(TestCommand):
-    """Test command that runs tox."""
-
-    def finalize_options(self):
-        TestCommand.finalize_options(self)
-        self.test_args = []
-        self.test_suite = True
-
-    def run_tests(self):
-        import tox  # import here, cause outside the eggs aren't loaded.
-
-        errno = tox.cmdline(self.test_args)
-        sys.exit(errno)
-
 
 #: Absolute path to directory containing setup.py file.
 here = os.path.abspath(os.path.dirname(__file__))
 
-
-NAME = "django-downloadview"
-DESCRIPTION = "Serve files with Django and reverse-proxies."
-README = open(os.path.join(here, "README.rst")).read()
-VERSION = open(os.path.join(here, "VERSION")).read().strip()
-AUTHOR = "Benoît Bryon"
-EMAIL = "benoit@marmelune.net"
-LICENSE = "BSD"
-URL = "https://{name}.readthedocs.io/".format(name=NAME)
-CLASSIFIERS = [
-    "Development Status :: 5 - Production/Stable",
-    "Framework :: Django",
-    "License :: OSI Approved :: BSD License",
-    "Programming Language :: Python :: 3 :: Only",
-    "Programming Language :: Python :: 3.6",
-    "Programming Language :: Python :: 3.7",
-    "Programming Language :: Python :: 3.8",
-    "Programming Language :: Python :: 3.9",
-]
-KEYWORDS = [
-    "file",
-    "stream",
-    "download",
-    "FileField",
-    "ImageField",
-    "x-accel",
-    "x-accel-redirect",
-    "x-sendfile",
-    "sendfile",
-    "mod_xsendfile",
-    "offload",
-]
-PACKAGES = [NAME.replace("-", "_")]
-REQUIREMENTS = [
-    # BEGIN requirements
-    "Django>=1.11",
-    "requests",
-    "setuptools",
-    # END requirements
-]
-ENTRY_POINTS = {}
-SETUP_REQUIREMENTS = ["setuptools"]
-TEST_REQUIREMENTS = ["tox"]
-CMDCLASS = {"test": Tox}
-EXTRA_REQUIREMENTS = {
-    "test": TEST_REQUIREMENTS,
-}
-
-
-if __name__ == "__main__":  # Don't run setup() when we import this module.
-    setup(
-        name=NAME,
-        version=VERSION,
-        description=DESCRIPTION,
-        long_description=README,
-        classifiers=CLASSIFIERS,
-        keywords=" ".join(KEYWORDS),
-        author=AUTHOR,
-        author_email=EMAIL,
-        url=URL,
-        license=LICENSE,
-        packages=PACKAGES,
-        include_package_data=True,
-        zip_safe=False,
-        install_requires=REQUIREMENTS,
-        entry_points=ENTRY_POINTS,
-        tests_require=TEST_REQUIREMENTS,
-        cmdclass=CMDCLASS,
-        setup_requires=SETUP_REQUIREMENTS,
-        extras_require=EXTRA_REQUIREMENTS,
-    )
+setup(
+    name="django-downloadview",
+    use_scm_version={"version_scheme": "post-release"},
+    setup_requires=["setuptools_scm"],
+    description="Serve files with Django and reverse-proxies.",
+    long_description=open(os.path.join(here, "README.rst")).read(),
+    long_description_content_type='text/x-rst',
+    classifiers=[
+        "Development Status :: 5 - Production/Stable",
+        "Framework :: Django",
+        "License :: OSI Approved :: BSD License",
+        "Programming Language :: Python :: 3 :: Only",
+        "Programming Language :: Python :: 3.6",
+        "Programming Language :: Python :: 3.7",
+        "Programming Language :: Python :: 3.8",
+        "Programming Language :: Python :: 3.9",
+    ],
+    keywords=" ".join(
+        [
+            "file",
+            "stream",
+            "download",
+            "FileField",
+            "ImageField",
+            "x-accel",
+            "x-accel-redirect",
+            "x-sendfile",
+            "sendfile",
+            "mod_xsendfile",
+            "offload",
+        ]
+    ),
+    author="Benoît Bryon",
+    author_email="benoit@marmelune.net",
+    url="https://django-downloadview.readthedocs.io/",
+    license="BSD",
+    packages=[
+        "django_downloadview",
+        "django_downloadview.apache",
+        "django_downloadview.lighttpd",
+        "django_downloadview.nginx",
+        "django_downloadview.views",
+    ],
+    include_package_data=True,
+    zip_safe=False,
+    install_requires=[
+        # BEGIN requirements
+        "Django>=1.11",
+        "requests",
+        "setuptools",
+        # END requirements
+    ],
+    extras_require={
+        "test": ["tox"],
+    },
+)
diff --git a/tests/packaging.py b/tests/packaging.py
index 1b79bdb..b8fbced 100644
--- a/tests/packaging.py
+++ b/tests/packaging.py
@@ -44,17 +44,3 @@ def test_version_match(self):
             "installed version in development environment."
             % (self.get_version(), installed_version),
         )
-
-    def test_version_file(self):
-        """django_downloadview.__version__ matches VERSION file info."""
-        version_file = os.path.join(project_dir, "VERSION")
-        file_version = open(version_file).read().strip()
-        self.assertEqual(
-            file_version,
-            self.get_version(),
-            "Version mismatch: django_downloadview.__version__ "
-            'is "%s" whereas VERSION file tells "%s". '
-            "You may need to run ``make develop`` to update the "
-            "installed version in development environment."
-            % (self.get_version(), file_version),
-        )
diff --git a/tox.ini b/tox.ini
index 531f53b..9e48ed5 100644
--- a/tox.ini
+++ b/tox.ini
@@ -1,34 +1,49 @@
 [tox]
-envlist = py{36,37,38,39}-django{22,30,31},
-          flake8, sphinx, readme
+envlist =
+    py{36,37,38,39}-dj{22,30,31,master}
+    lint
+    sphinx
+    readme
 
-[travis]
-python=
-    3.8: py38, flake8, sphinx, readme
+[gh-actions]
+python =
+    3.6: py36
+    3.7: py37
+    3.8: py38, lint, sphinx, readme
+    3.9: py39
+
+[gh-actions:env]
+DJANGO =
+    2.2: dj22
+    3.0: dj30
+    3.1: dj31
+    master: djmaster
 
 [testenv]
 deps =
     coverage
-    django22: Django>=2.2,<3.0
-    django30: Django>=3.0,<3.1
-    django31: Django>=3.1,<3.2
+    dj22: Django>=2.2,<3.0
+    dj30: Django>=3.0,<3.1
+    dj31: Django>=3.1,<3.2
+    djmaster: https://github.com/django/django/archive/master.tar.gz
     nose
-    py27: mock
 commands =
     pip install -e .
     pip install -e demo
-    python -Wd {envbindir}/demo test --cover-package=django_downloadview --cover-package=demoproject {posargs: tests demoproject}
+    python -Wd {envbindir}/demo test --cover-package=django_downloadview --cover-package=demoproject --cover-xml {posargs: tests demoproject}
     pip freeze
+ignore_outcome =
+    djmaster: True
 
-[testenv:flake8]
+[testenv:lint]
 deps =
     flake8
-	black
-	isort
+    black
+    isort
 commands =
     flake8 demo django_downloadview tests
-	black --check demo django_downloadview tests
-	isort --check-only --recursive demo django_downloadview tests
+    black --check demo django_downloadview tests
+    isort --check-only --recursive demo django_downloadview tests
 
 [testenv:sphinx]
 deps =
@@ -40,22 +55,11 @@ whitelist_externals =
     make
 
 [testenv:readme]
-deps =
-    docutils
-    pygments
-commands =
-    mkdir -p var/docs
-    rst2html.py --exit-status=2 README.rst var/docs/README.html
-    rst2html.py --exit-status=2 CONTRIBUTING.rst var/docs/CONTRIBUTING.html
-whitelist_externals =
-    mkdir
-
-[testenv:release]
-deps =
-    wheel
-    zest.releaser
+description = Ensure README renders on PyPI
+deps = twine
 commands =
-    fullrelease
+    {envpython} setup.py -q sdist bdist_wheel
+    twine check dist/*
 
 [flake8]
 max-line-length = 88