cympfh / mlops-faststreamflow

Template Repository for MLops: FastAPI + Streamlit + MLflow

A Template Repository for MLops - FastAPI + Streamlit + MLflow

# Backend Server -- Dataset loading, Model learning & Model testing
$ just serve

# Frontend UI -- Model Controller & Viewer
$ just view

# Model Manangement Dashboard
$ just mlflow

Dependencies

All are managed with poetry (or see pyproject.toml).

$ poetry install

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This is Strongly inspired by zademn/mnist-mlops-learning !!