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/.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/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/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 @@ author_slug = re.sub(r"([\w_.-]+)", "-", author)
 # 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..773aaed 100644
--- a/setup.py
+++ b/setup.py
@@ -1,98 +1,64 @@
-#!/usr/bin/env python
-"""Python packaging."""
+# -*- coding: utf-8 -*-
 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"],
+    },
+)
+s
diff --git a/tox.ini b/tox.ini
index 531f53b..c2b0418 100644
--- a/tox.ini
+++ b/tox.ini
@@ -1,34 +1,39 @@
 [tox]
-envlist = py{36,37,38,39}-django{22,30,31},
-          flake8, sphinx, readme
+envlist =
+    py{36,37,38,39}-dj{22,30,31}
+    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
 
 [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
     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}
     pip freeze
 
-[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 +45,11 @@ whitelist_externals =
     make
 
 [testenv:readme]
-deps =
-    docutils
-    pygments
+description = Ensure README renders on PyPI
+deps = twine
 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
-commands =
-    fullrelease
+    {envpython} setup.py -q sdist bdist_wheel
+    twine check dist/*
 
 [flake8]
 max-line-length = 88