This repository houses the documentation and example code for 2022 Civic Digital Fellow Remy Stewart’s summer project piloting the use of the open-source MLOps platform MLflow for BLS data science workflows.
- The docs folder hosts the bls_mlflow_docs Markdown file that provides an overview of the MLflow pilot intergration project.
- The examples folder features six Jupyter Notebooks demonstrating how MLflow can be incorporated into machine learning scripts each drawing from public data.
- The mlprojects folder overviews how to design MLflow Projects as runnable directories and deploy logged models as local REST APIs.
You can visit Remy's personal Github at https://github.com/remypstewart.