Workflow-CI - Simforianus Jonathan

Repository ini untuk Kriteria 3 submission MSML.

Struktur

Workflow-CI
├── .github/workflows/mlflow_ci.yml
└── MLProject
    ├── modelling.py
    ├── conda.yaml
    ├── MLProject
    └── breast_cancer_preprocessing

Cara local run

cd Workflow-CI/MLProject
pip install -r requirements.txt
mlflow run . --env-manager=local

Cara GitHub

1. Buat repository public bernama Workflow-CI.
2. Push semua isi folder ini.
3. Buka tab Actions.
4. Jalankan workflow MLflow CI Training.
5. Pastikan semua step sukses, terutama:
   • Set up job
   • Run actions/checkout@v3
   • Set up Python 3.12.7
   • Check Env
   • Install dependencies
   • Set MLflow Tracking URI
   • Run mlflow project
   • Upload to GitHub Artifact
   • Commit artifacts to repository