diff --git a/.github/workflows/cml.yaml b/.github/workflows/cml.yaml
new file mode 100644
index 000000000..8203cbcfe
--- /dev/null
+++ b/.github/workflows/cml.yaml
@@ -0,0 +1,18 @@
+name: CML
+on: [push]
+jobs:
+  run:
+     runs-on: ubuntu-latest
+     container: docker://ghcr.io/iterative/cml:0-dvc2-base1
+     steps:
+        - uses: actions/checkout@v2
+        - name: Train model
+          env:
+             REPO_TOKEN: ${{ secrets.GITHUB_TOKEN }}
+          run: |
+             pip install -r requirements.txt
+             python train.py
+
+             cat metrics.txt >> report.md
+             cml publish confusion_matrix.png --md >> report.md
+             cml-send-comment report.md