From 5926739009948100549610d4e7ea33df5b7e8ea0 Mon Sep 17 00:00:00 2001
From: PauloQJ <163788184+PauloQJ@users.noreply.github.com>
Date: Mon, 20 May 2024 22:21:45 -0400
Subject: [PATCH 1/3] Create cml.yaml

---
 .github/workflows/cml.yaml | 19 +++++++++++++++++++
 1 file changed, 19 insertions(+)
 create mode 100644 .github/workflows/cml.yaml

diff --git a/.github/workflows/cml.yaml b/.github/workflows/cml.yaml
new file mode 100644
index 000000000..e91c61511
--- /dev/null
+++ b/.github/workflows/cml.yaml
@@ -0,0 +1,19 @@
+name: CML
+on: [push]
+jobs:
+  train-and-report:
+    runs-on: ubuntu-latest
+    container: docker://ghcr.io/iterative/cml:0-dvc2-base1
+    steps:
+      - uses: actions/checkout@v3
+      - name: Train model
+        env:
+          REPO_TOKEN: ${{ secrets.GITHUB_TOKEN }}
+        run: |
+          pip install -r requirements.txt
+          python train.py  # generate plot.png
+
+          # Create CML report
+          cat metrics.txt >> report.md
+          echo '![](./plot.png "Confusion Matrix")' >> report.md
+          cml comment create report.md

From c9dc4ce6a92c28ed56b9e22c2265290b12ed4a9b Mon Sep 17 00:00:00 2001
From: PauloQJ <163788184+PauloQJ@users.noreply.github.com>
Date: Mon, 20 May 2024 22:26:00 -0400
Subject: [PATCH 2/3] Update train.py

---
 train.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/train.py b/train.py
index 415d9a9f9..f44634667 100644
--- a/train.py
+++ b/train.py
@@ -12,7 +12,7 @@
 y_test = np.genfromtxt("data/test_labels.csv")
 
 # Fit a model
-depth = 2
+depth = 5
 clf = RandomForestClassifier(max_depth=depth)
 clf.fit(X_train, y_train)
 

From 8c973625699490e82db17e73bf36a70232eabba8 Mon Sep 17 00:00:00 2001
From: PauloQJ <163788184+PauloQJ@users.noreply.github.com>
Date: Mon, 20 May 2024 22:29:21 -0400
Subject: [PATCH 3/3] Update train.py