diff --git a/.github/workflows/python.yml b/.github/workflows/python.yml
new file mode 100644
index 0000000..2b9f608
--- /dev/null
+++ b/.github/workflows/python.yml
@@ -0,0 +1,24 @@
+name: CI
+
+on:
+  push:
+    branches: [ main ]
+  pull_request:
+
+jobs:
+  build:
+    runs-on: ubuntu-latest
+    steps:
+      - uses: actions/checkout@v3
+      - uses: actions/setup-python@v4
+        with:
+          python-version: '3.10'
+      - name: Install dependencies
+        run: |
+          python -m pip install --upgrade pip
+          pip install -r requirements.txt
+          pip install flake8 pytest
+      - name: Lint with flake8
+        run: flake8 .
+      - name: Run tests
+        run: pytest -q
diff --git a/requirements.txt b/requirements.txt
index 67cd478..6f18cd7 100644
--- a/requirements.txt
+++ b/requirements.txt
@@ -1,7 +1,12 @@
+pandas
+numpy
+scikit-learn
+tensorflow
+PyYAML
 tensorflow
 numpy
 pandas
 scikit-learn
 matplotlib
 pyyaml
-notebook
\ No newline at end of file
+notebook