diff --git a/.github/workflows/test.yml b/.github/workflows/test.yml
new file mode 100644
index 00000000..8f891ed1
--- /dev/null
+++ b/.github/workflows/test.yml
@@ -0,0 +1,59 @@
+name: Test
+
+on: [push, pull_request]
+
+env:
+  FORCE_COLOR: 1
+
+jobs:
+  build:
+    runs-on: ${{ matrix.os }}
+    strategy:
+      fail-fast: false
+      matrix:
+        python-version: ["3.5", "3.6", "3.7", "3.8", "3.9", "3.10"]
+        architecture: ["x86", "x64"]
+        os: [windows-latest]
+
+    steps:
+      - uses: actions/checkout@v2
+
+      - name: Set up Python ${{ matrix.python-version }}
+        uses: actions/setup-python@v2
+        with:
+          python-version: ${{ matrix.python-version }}
+          architecture: ${{ matrix.architecture }}
+
+      - name: Get pip cache dir
+        id: pip-cache
+        run: |
+          echo "::set-output name=dir::$(pip cache dir)"
+
+      - name: Cache
+        uses: actions/cache@v2
+        with:
+          path: ${{ steps.pip-cache.outputs.dir }}
+          key:
+            ${{ matrix.os }}-${{ matrix.architecture }}-${{ matrix.python-version }}-${{ hashFiles('**/setup.py') }}
+          restore-keys: |
+            ${{ matrix.os }}-${{ matrix.architecture }}-${{ matrix.python-version }}-
+
+      - name: Install dependencies
+        run: |
+          python -m pip install -U pip
+          python -m pip install -U wheel
+
+      - name: Test
+        shell: bash
+        run: |
+          python setup.py test
+
+      - name: Build wheel
+        shell: bash
+        run: |
+          python setup.py bdist_wheel
+
+      - uses: actions/upload-artifact@v2
+        with:
+          name: wheels
+          path: dist\*.whl
diff --git a/.travis.yml b/.travis.yml
index 5fbbe715..b03bb4af 100644
--- a/.travis.yml
+++ b/.travis.yml
@@ -16,11 +16,12 @@ arch:
   - arm64
 
 python:
-  - 3.5
-  - 3.6
-  - 3.7
-  - 3.8
-  - 3.9-dev
+  - "3.5"
+  - "3.6"
+  - "3.7"
+  - "3.8"
+  - "3.9"
+  - "3.10-dev"
 
 script:
   - pytest