TensorFlow: Good practices for files, folders and models architecture Posted by morgangiraud on Friday April 28, 2017 @09:50AM from the blog.metaflow.fr dept. https://blog.metaflow.fr/tensorflow-a-proposal-of-good-practices-for-files-folders-and-models-architecture-f23171501ae3 ( 1 comment | on HN )
- I list all the different tasks one will have to do when doing ML
- I show a common folder structure that I believe handles all possible use cases nicely
- I show a basic Model class, easily extendable that structure a lot of possible kinds of models
- I describe how to build a good "shell API" for easy iterations.
Bonus: Some TF code linked to the subject.