diff --git a/.github/workflows/nosetests.yml b/.github/workflows/nosetests.yml
new file mode 100644
index 0000000..139bc28
--- /dev/null
+++ b/.github/workflows/nosetests.yml
@@ -0,0 +1,40 @@
+name: Python application
+
+on:
+  push:
+    branches: [ main ]
+  pull_request:
+    branches: [ main ]
+
+jobs:
+  build:
+
+    runs-on: ubuntu-latest
+    strategy:
+      matrix:
+        python-version: [3.6, 3.7, 3.8, 3.9]
+
+    steps:
+
+    - uses: actions/checkout@v2
+
+    - name: Set up Python ${{matrix.python-version}}
+      uses: actions/setup-python@v2
+      with:
+        python-version: ${{matrix.python-version}}
+
+    - name: Initialize submodules
+      run: git submodule update --init --recursive
+
+    - name: Install Python dependencies
+      run: |
+        python -m pip install --upgrade pip poetry
+        poetry install
+
+    - name: Test with nosetests
+      run: |
+        poetry run nosetests-3.4 --with-coverage --cover-package=pymispgalaxies -d
+        poetry run mypy .
+
+    - name: Upload coverage to Codecov
+      uses: codecov/codecov-action@v1
diff --git a/pymispgalaxies/data/misp-galaxy b/pymispgalaxies/data/misp-galaxy
index 405d5f1..2d885e2 160000
--- a/pymispgalaxies/data/misp-galaxy
+++ b/pymispgalaxies/data/misp-galaxy
@@ -1 +1 @@
-Subproject commit 405d5f1fe98924174fa0819a6d2bc09950c4f196
+Subproject commit 2d885e2a224df260e6b8c51709a41bc4ee9606e2