A demo of ML experimentation cycle tracked by mlflow.
Clone the git repository locally:
git clone git@github.com:mlisovyi/IBM_UnConference2020_MLflowDemo.gitInstall a conda environment with all relevant packages and activate it:
conda env create -f conda.yaml
conda activate mlflow_demoThere are two main branches used in the demo:
- exp_vanilla demonstrates how to train a basic ML model;
- exp_mlflow demonstrates how to add model tracking to the model training.