diff --git a/.github/workflows/check.yaml b/.github/workflows/check.yaml
index 0e2a56e5..b97eebf9 100644
--- a/.github/workflows/check.yaml
+++ b/.github/workflows/check.yaml
@@ -1,16 +1,13 @@
-name: Run check scripts
+name: Run Tests and Coverage
 
-on:
-  push:
-    branches:
-      - einarnn-travis-to-gha
-  pull_request:
-    branches:
-      - master
+on: [push, pull_request]
 
 jobs:
   check:
     runs-on: ubuntu-latest
+    strategy:
+      matrix:
+        python-version: [ '2.7', '3.5', '3.6', '3.7', '3.8', '3.9', '3.10']
     steps:
       - uses: actions/checkout@v2
         with:
@@ -19,7 +16,8 @@ jobs:
       - name: Setup Python 3.8
         uses: actions/setup-python@v2
         with:
-          python-version: 3.8
+          python-version: ${{ matrix.python-version }}
+          architecture: x64
 
       - name: Install Dependencies
         run: |