puling

github/.workflows/cml.yaml

@@ -0,0 +1,19 @@
+name: model-training
+on: [push]
+jobs:
+  run:
+    runs-on: ubuntu-latest
+    steps:
+      - uses: actions/checkout@v3
+      - uses: actions/setup-python@v4
+      - uses: iterative/setup-cml@v1
+      - name: Train model
+        env:
+          REPO_TOKEN: ${{ secrets.GITHUB_TOKEN }}
+        run: |
+          pip install -r requirements.txt
+          python train.py
+
+          cat metrics.txt >> report.md
+          echo "![](./plot.png)" >> report.md
+          cml comment create report.md

train.py

@@ -23,7 +23,7 @@
 #################################
 
 # Fit a model on the train section
-regr = RandomForestRegressor(max_depth=2, random_state=seed)
+regr = RandomForestRegressor(max_depth=5, random_state=seed)
 regr.fit(X_train, y_train)
 
 # Report training set score