diff --git a/.github/workflows/test.yml b/.github/workflows/test.yml
new file mode 100644
index 0000000..bad6bfe
--- /dev/null
+++ b/.github/workflows/test.yml
@@ -0,0 +1,60 @@
+# testing all notebooks
+name: TEST
+
+on:
+  - push
+
+jobs:
+  test:
+    runs-on: ubuntu-latest
+
+    strategy:
+      matrix:
+        python-version: ['3.11', '3.12']
+        notebook: [ Ch02-statlearn-lab.ipynb,
+                    Ch03-linreg-lab.ipynb,
+                    Ch04-classification-lab.ipynb,
+                    Ch05-resample-lab.ipynb,
+                    Ch06-varselect-lab.ipynb,
+                    Ch07-nonlin-lab.ipynb,
+                    Ch08-baggboost-lab.ipynb,
+                    Ch09-svm-lab.ipynb,
+                    Ch10-deeplearning-lab.ipynb,
+                    Ch11-surv-lab.ipynb,
+                    Ch12-unsup-lab.ipynb,
+                    Ch13-multiple-lab.ipynb]
+        exclude:
+          - python-version: '3.11'
+            notebook: Ch10-deeplearning-lab.ipynb
+
+      fail-fast: false
+
+    steps:
+    - uses: actions/checkout@v4
+
+    - name: Install uv
+      uses: astral-sh/setup-uv@v5
+      with:
+        version: "0.5.15"
+
+
+    #- name: Set up Python
+    #  shell: bash
+    #  run: |
+    #    uv python install ${{ matrix.python-version }}
+
+    - name: Create venv
+      shell: bash
+      run: uv venv --python ${{ matrix.python-version }}
+
+    - name: Install requirements
+      shell: bash
+      run: |
+        uv pip install --upgrade pip
+        uv pip install -r requirements.txt
+        uv pip install pytest nbmake
+
+    - name: Test
+      shell: bash
+      run: |
+        uv run pytest --nbmake --nbmake-timeout=3600 -vv ${{ matrix.notebook }}