Great article! I noticed you had an issue with comparing experiments in MLflow using the UI. You could try Neptune.ai for that. It’s integrated with MLflow and has an option to compare multiple experiment runs. We’ve created a table that automatically finds the columns and values that are different and displays them for you.
In case you’d like to test it, you can do it here, without registration: https://colab.research.google.com/github/neptune-ai/neptune-colab-examples/blob/master/neptune_test_run.ipynb