Databricks

https://databricks.atlassian.net/wiki/spaces/UN/pages/1280411724/MLflow+FAQ#How-do-I-create-an-MLflow-run-from-a-model-I-have-trained-elsewhere?

mlflow-export-import is an open source tool used by both OSS and Databricks users. It is in the process of being a recommended solution for Databricks MLflow migrations. Create a ticket for any issues at: https://github.com/amesar/mlflow-export-impor...

You can migrate your MLflow experiment and runs using the MLflow API with this toolkit: https://github.com/amesar/mlflow-export-import

Here's a good presentation from DAIS 2021 - Drifting Away: Testing ML Models in Productionhttps://databricks.com/session_na21/drifting-away-testing-ml-models-in-productionhttps://github.com/chengyin38/dais_2021_drifting_away