Create cml.yaml #14
Workflow file for this run
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
name: wine-quality | ||
on: [push] | ||
jobs: | ||
run: | ||
runs-on: ubuntu-latest | ||
# optionally use a convenient Ubuntu LTS + DVC + CML image | ||
container: ghcr.io/iterative/cml:0-dvc2-base1 | ||
steps: | ||
- uses: actions/checkout@v3 | ||
# may need to setup NodeJS & Python3 on e.g. self-hosted | ||
# - uses: actions/setup-node@v3 | ||
# with: | ||
# node-version: '16' | ||
# - uses: actions/setup-python@v4 | ||
# with: | ||
# python-version: '3.x' | ||
# - uses: iterative/setup-cml@v1 | ||
- name: Train model | ||
env: repo_token: ${{ secrets.GITHUB_TOKEN }} | ||
run: | | ||
# Your ML workflow goes here | ||
pip install -r requirements.txt | ||
python train.py | ||
echo "## MODEL METRICS" > report.md | ||
cat metrics.txt >> report.md | ||
echo "## Data Viz" >> report.md | ||
cml-publish feature_importance.png --md >> report.md | ||
cml-publish residuals.png --md >> report.md | ||
cml-send-comment report.md | ||