README

MLflow restore model dependencies examples

The example "restore_model_dependencies_example.ipynb" in this directory illustrates how you can use the mlflow.pyfunc.get_model_dependencies API to get the dependencies from a model URI and install them, restoring the exact python environment that was used to build the model.

Prerequisites

pip install scikit-learn

How to run the example

Use jupyter to load the notebook "restore_model_dependencies_example.ipynb" and run the notebook.