├── .github └── workflows │ └── build_apiserver.yaml ├── .gitignore ├── .pre-commit-config.yaml ├── Dockerfile.baseimage ├── Dockerfile.fastapi ├── Dockerfile.prefect ├── README.md ├── app ├── __init__.py ├── api │ ├── __init__.py │ ├── data_class.py │ └── router │ │ ├── __init__.py │ │ └── predict.py ├── database.py ├── query.py ├── schema.py └── utils │ ├── __init__.py │ └── utils.py ├── deprecated ├── app │ ├── __init__.py │ ├── api │ │ ├── __init__.py │ │ └── router │ │ │ ├── __init__.py │ │ │ ├── predict.py │ │ │ └── train.py │ ├── query.py │ ├── schema.py │ └── utils │ │ ├── __init__.py │ │ └── utils.py └── experiments │ ├── atmos_tmp_01 │ ├── config.yml │ ├── preprocessing.py │ ├── search_space.json │ └── train.py │ ├── expr_db.py │ └── insurance │ ├── config.yml │ ├── query.py │ ├── search_space.json │ └── trial.py ├── docs ├── api-list.md ├── img │ ├── api-test.png │ ├── nni.png │ ├── phase1.png │ ├── phase2.png │ └── redis_pytorch_time.png ├── phase1.md ├── phase2.md └── phase2_trouble.md ├── k8s ├── configmap.yaml ├── deployments.yaml ├── kustomization.yaml ├── prepi_deployments.yaml ├── pv-pvc.yaml └── service.yaml ├── logger.py ├── main.py ├── prefect ├── atmos_tmp_pipeline │ ├── main.py │ ├── pipeline.py │ ├── query.py │ ├── task.py │ └── utils.py ├── insurance │ ├── Pipeline.py │ ├── db.py │ ├── main.py │ ├── query.py │ └── task.py └── mnist │ ├── Pipeline.py │ ├── main.py │ ├── model.py │ ├── query.py │ ├── task.py │ └── utils.py ├── pyproject.toml ├── requirements.sh ├── requirements.txt └── set_prefect.sh /.github/workflows/build_apiserver.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/State-of-The-MLOps/MLOps/HEAD/.github/workflows/build_apiserver.yaml -------------------------------------------------------------------------------- /.gitignore: -------------------------------------------------------------------------------- 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