Updated README.md #13
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name: model-training-evaluate | |
on: [push] | |
jobs: | |
run: | |
runs-on: [ubuntu-latest] | |
container: docker://dvcorg/cml-py3:latest | |
steps: | |
- uses: actions/checkout@v2 | |
- name: 'Train and Evaluate model' | |
shell: bash | |
env: | |
repo_token: ${{ secrets.GITHUB_TOKEN }} | |
AWS_ACCESS_KEY_ID: ${{ secrets.AWS_ACCESS_KEY_ID }} | |
AWS_SECRET_ACCESS_KEY: ${{ secrets.AWS_SECRET_ACCESS_KEY }} | |
run: | | |
# Install requirements | |
pip install -r requirements.txt | |
# Pull data & run-cache from S3 and reproduce pipeline | |
dvc pull --run-cache | |
dvc repro | |
# Report metrics | |
echo "## Metrics" >> report.md | |
git fetch --prune | |
dvc metrics diff master --show-md >> report.md | |
# Publish confusion matrix diff | |
echo -e "## Plots\n### ROC Curve" >> report.md | |
cml-publish ./results/roc_curve.png --md >> report.md | |
echo -e "\n### Precision and Recall Curve" >> report.md | |
cml-publish ./results/precision_recall_curve.png --md >> report.md | |
cml-send-comment report.md |