diff --git a/.github/workflows/pylint.yml b/.github/workflows/pylint.yml
new file mode 100644
index 0000000..327c1ac
--- /dev/null
+++ b/.github/workflows/pylint.yml
@@ -0,0 +1,24 @@
+name: Pylint
+
+on: [push]
+
+jobs:
+  build:
+    runs-on: ubuntu-latest
+    strategy:
+      matrix:
+        python-version: ['3.x']
+    steps:
+    - uses: actions/checkout@v4
+    - name: Set up Python ${{ matrix.python-version }}
+      uses: actions/setup-python@v3
+      with:
+        python-version: ${{ matrix.python-version }}
+    - name: Install dependencies
+      run: |
+        python -m pip install --upgrade pip
+        pip install -r requirements.txt
+        pip install pylint
+    - name: Analysing the code with pylint
+      run: |
+        pylint $(git ls-files '*.py')
diff --git a/requirements.txt b/requirements.txt
new file mode 100644
index 0000000..8566a77
--- /dev/null
+++ b/requirements.txt
@@ -0,0 +1,5 @@
+numpy
+torch
+torch_geometric
+sklearn
+pandas