diff --git a/.github/workflows/cibuildwheel.yml b/.github/workflows/cibuildwheel.yml
new file mode 100644
index 000000000000..10e5ea3e687a
--- /dev/null
+++ b/.github/workflows/cibuildwheel.yml
@@ -0,0 +1,38 @@
+name: Build CI wheels
+
+on: [push, tags]
+
+jobs:
+ build_wheels:
+ name: Build wheels on ${{ matrix.os }}
+ runs-on: ${{ matrix.os }}
+ strategy:
+ matrix:
+ os: [ubuntu-18.04, windows-latest, macos-latest]
+
+ steps:
+ - uses: actions/checkout@v2
+
+ - uses: actions/setup-python@v2
+ name: Install Python
+ with:
+ python-version: '3.7'
+
+ - name: Install cibuildwheel
+ run: |
+ python -m pip install cibuildwheel==1.5.5
+
+ - name: Build wheels
+ run: |
+ python -m cibuildwheel --output-dir wheelhouse
+ env:
+ CIBW_BUILD: "cp3?-*"
+ CIBW_SKIP: "cp35-* cp36-*"
+ CIBW_MANYLINUX_X86_64_IMAGE: manylinux1
+ CIBW_MANYLINUX_I686_IMAGE: manylinux1
+ CIBW_MANYLINUX_PYPY_X86_64_IMAGE: manylinux1
+
+ - uses: actions/upload-artifact@v2
+ with:
+ name: wheels
+ path: ./wheelhouse/*.whl
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