refactors plot flow #79
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name: train and evaluate old faithful model | |
on: [push] | |
jobs: | |
run: | |
runs-on: ubuntu-latest | |
steps: | |
- uses: actions/checkout@v3 | |
- uses: actions/setup-python@v4 | |
with: | |
python-version: '3.9' | |
- uses: actions/setup-node@v1 | |
with: | |
node-version: '16' | |
- uses: iterative/setup-cml@v1 | |
- name: Install TeXlive | |
run: sudo apt-get update && sudo apt-get install texlive texlive-science texlive-latex-extra cm-super dvipng | |
- name: cml | |
env: | |
REPO_TOKEN: ${{ secrets.GITHUB_TOKEN }} | |
run: | | |
pip install '.[train]' | |
python cml/old_faithful.py | |
echo '# Old Faithful' >> report.md | |
echo '## Learning Curve' >> report.md | |
echo '![](artifacts/old_faithful/of_hist.png)' >> report.md | |
echo '## Metrics' >> report.md | |
cat metrics/old_faithful/of_metrics.txt >> report.md | |
echo '## Parameter Vector' >> report.md | |
cat artifacts/old_faithful/of_pvector.txt >> report.md | |
echo '## Flow' >> report.md | |
echo '![](artifacts/old_faithful/of_flow.png)' >> report.md | |
echo '## Results' >> report.md | |
echo '![](artifacts/old_faithful/of_dist.png)' >> report.md | |
cml comment create report.md |