DVC – Open Source Machine Learning Version Control System

Yeah this is something I've been struggling with. In a project I'm working on I use docker build to 1) set up the environment 2) get canonical datasets 3) pre-process the datasets. However I've left reproducing as manual instructions, e.g. I think I could improve this by providing --entrypoint at docker run, or by providing a docker-compose file (wherein I could specify an entrypoint) for each experiment.