Add github action for linting jupyter

.github/workflows/jupyternotebook-lint.yml

@@ -0,0 +1,34 @@
+name: Jupyter Notebook Linter
+on: push
+
+jobs:
+  lint-jupyter:
+    runs-on: ubuntu-latest
+
+    steps:
+      # Step 1: Checkout the repository
+      - name: Checkout Code
+        uses: actions/checkout@v4
+
+      # Step 2: Set up Python environment
+      - name: Set up Python
+        uses: actions/setup-python@v4
+        with:
+          python-version: '3.10'  # Specify the Python version
+
+      # Step 3: Install dependencies
+      - name: Install nbQA, flake8, and black
+        run: |
+          pip install nbqa flake8 black
+
+      # Step 4: Run flake8 and black on notebooks in ./foo
+      - name: Lint Jupyter Notebooks with flake8
+        run: nbqa flake8 ./jupyter_notebooks
+
+      - name: Format Jupyter Notebooks with black
+        run: nbqa black ./jupyter_notebooks --check
+
+      # Step 5: Report status
+      - name: Complete
+        run: echo "Jupyter Notebook linting completed!"
+