Magnushhoie / mlflow_sklearn_tutorial

Quickstart tutorial for MLflow with scikit-learn

mlflow_sklearn_tutorial

Quickstart tutorial for using MLflow for machine-learing with Scikit-Learn

Tutorial:

• See the Jupyter notebook: MLFlow_tutorial.ipynb

Requirements:

• MLflow (https://www.mlflow.org/docs/latest/quickstart.html)
• Jupyter notebook, sklearn, numpy, pandas, matplotlib

Overview:

1. Toy machine-learning model example
2. Minimal MLflow example
3. Log individual machine-learning models w/ MLflow
4. Automatically run set of machine-learning models, later check w/ MLflow
5. Load trained models from MLflow archive