diff --git a/.github/workflows/test-coverage.yaml b/.github/workflows/test-coverage.yaml
index 27d4528..f6d43cd 100644
--- a/.github/workflows/test-coverage.yaml
+++ b/.github/workflows/test-coverage.yaml
@@ -21,11 +21,14 @@ jobs:
         with:
           use-public-rspm: true
 
-      - uses: r-lib/actions/setup-r-dependencies@v2
+      - name: Install R dependencies
+        uses: r-lib/actions/setup-r-dependencies@v2
         with:
-          extra-packages: any::covr
-          needs: coverage
+            extra-packages: rcmdcheck, keras  # Add keras to the list of extra packages
 
+      - name: Install Keras Python dependencies
+        run: R -e 'keras::install_keras()'  # This runs the install_keras function from R
+      
       - name: Test coverage
         run: |
           covr::codecov(