I would say tensorflow is the anthesis of "convention over configuration" rails is lauded for! w/ TF relative to most frameworks, you have to configure all the boilerplate!

If you're looking for a higher-level approach a lot of the community likes sci-kit which has lots of nice defaults for popular models.