diff --git a/.github/workflows/ci-linux.yml b/.github/workflows/ci-linux.yml
new file mode 100644
index 0000000..d99d061
--- /dev/null
+++ b/.github/workflows/ci-linux.yml
@@ -0,0 +1,51 @@
+name: Build/test on Linux
+# This workflow is triggered on pushes to the repository.
+on: [push, pull_request]
+
+jobs:
+    test:
+        runs-on: ubuntu-latest
+        strategy:
+            matrix:
+                py: [
+                    '3.5',
+                    '3.6',
+                    '3.7',
+                    '3.8',
+                    'pypy3'
+                ]
+        name: "Python: ${{ matrix.py }}"
+        steps:
+            - uses: actions/checkout@master
+            - name: Setup python
+              uses: actions/setup-python@v1
+              with:
+                  python-version: ${{ matrix.py }}
+                  architecture: x64
+            - run: pip install tox
+            - name: Running tox
+              run: tox -e py
+    coverage:
+        runs-on: ubuntu-latest
+        name: Validate coverage
+        steps:
+            - uses: actions/checkout@master
+            - name: Setup python
+              uses: actions/setup-python@v1
+              with:
+                  python-version: 3.7
+                  architecture: x64
+            - run: pip install tox
+            - run: tox -e py37,coverage
+    docs:
+        runs-on: ubuntu-latest
+        name: Build the documentation
+        steps:
+            - uses: actions/checkout@master
+            - name: Setup python
+              uses: actions/setup-python@v1
+              with:
+                  python-version: 3.7
+                  architecture: x64
+            - run: pip install tox
+            - run: tox -e docs
diff --git a/.github/workflows/ci-macos.yml b/.github/workflows/ci-macos.yml
new file mode 100644
index 0000000..8333ce7
--- /dev/null
+++ b/.github/workflows/ci-macos.yml
@@ -0,0 +1,28 @@
+name: Build/test on MacOS
+# This workflow is triggered on pushes to the repository.
+on: [push, pull_request]
+
+jobs:
+    test:
+        runs-on: macOS-latest
+        strategy:
+            matrix:
+                py: [
+                    '3.5',
+                    '3.6',
+                    '3.7',
+                    '3.8',
+                    'pypy3'
+                ]
+                architecture: ['x64']
+        name: "Python: ${{ matrix.py }}"
+        steps:
+            - uses: actions/checkout@master
+            - name: Setup python
+              uses: actions/setup-python@v1
+              with:
+                  python-version: ${{ matrix.py }}
+                  architecture: ${{ matrix.architecture }}
+            - run: pip install tox
+            - name: Running tox
+              run: tox -e py
diff --git a/.github/workflows/ci-windows.yml b/.github/workflows/ci-windows.yml
new file mode 100644
index 0000000..23df5a4
--- /dev/null
+++ b/.github/workflows/ci-windows.yml
@@ -0,0 +1,27 @@
+name: Build/test on Windows
+# This workflow is triggered on pushes to the repository.
+on: [push, pull_request]
+
+jobs:
+    test:
+        runs-on: windows-2019
+        strategy:
+            matrix:
+                py: [
+                    '3.5',
+                    '3.6',
+                    '3.7',
+                    '3.8'
+                ]
+                architecture: ['x86', 'x64']
+        name: "Python: ${{ matrix.py }} (${{ matrix.architecture }})"
+        steps:
+            - uses: actions/checkout@master
+            - name: Setup python
+              uses: actions/setup-python@v1
+              with:
+                  python-version: ${{ matrix.py }}
+                  architecture: ${{ matrix.architecture }}
+            - run: pip install tox
+            - name: Running tox
+              run: tox -e py
diff --git a/.travis.yml b/.travis.yml
deleted file mode 100644
index 32443b9..0000000
--- a/.travis.yml
+++ /dev/null
@@ -1,36 +0,0 @@
-sudo: false
-
-cache:
-  directories:
-    - $HOME/.cache/pip
-
-language: python
-
-matrix:
-  include:
-    - python: '3.7'
-      env: TOXENV=py37
-      dist: xenial
-      sudo: true
-    - python: '3.6'
-      env: TOXENV=py36
-    - python: '3.5'
-      env: TOXENV=py35
-    - python: 'pypy3'
-      env: TOXENV=pypy3
-    - python: '3.7'
-      env: TOXENV=py37,coverage
-      dist: xenial
-      sudo: true
-    - python: '3.7'
-      env: TOXENV=docs
-      dist: xenial
-      sudo: true
-    - python: '3.7'
-      env: TOXENV=lint
-      dist: xenial
-      sudo: true
-
-install: pip install tox
-
-script: tox
diff --git a/README.rst b/README.rst
index 8d217a0..f0484bd 100644
--- a/README.rst
+++ b/README.rst
@@ -5,8 +5,14 @@ wired
 .. image:: https://img.shields.io/pypi/v/wired.svg
     :target: https://pypi.org/pypi/wired
 
-.. image:: https://img.shields.io/travis/mmerickel/wired/master.svg
-    :target: https://travis-ci.org/mmerickel/wired
+.. image:: https://github.com/mmerickel/wired/workflows/ci-linux/badge.svg
+    :target: https://github.com/mmerickel/wired/actions?query=workflow%3A%22Build%2Ftest+on+Linux%22
+
+.. image:: https://github.com/mmerickel/wired/workflows/Build/test%20on%20MacOS/badge.svg
+    :target: https://github.com/mmerickel/wired/actions?query=workflow%3A%22Build%2Ftest+on+MacOS%22
+
+.. image:: https://github.com/mmerickel/wired/workflows/ci-windows/badge.svg
+    :target: https://github.com/mmerickel/wired/actions?query=workflow%3A%22Build%2Ftest+on+Windows%22
 
 .. image:: https://readthedocs.org/projects/wired/badge/?version=latest
     :target: https://readthedocs.org/projects/wired/?badge=latest
diff --git a/setup.py b/setup.py
index 504b6a4..5f0c87b 100644
--- a/setup.py
+++ b/setup.py
@@ -55,7 +55,6 @@ def readfile(name):
         'License :: OSI Approved :: MIT License',
         'Natural Language :: English',
         'Programming Language :: Python :: 3',
-        'Programming Language :: Python :: 3.4',
         'Programming Language :: Python :: 3.5',
         'Programming Language :: Python :: 3.6',
         'Programming Language :: Python :: 3.7',