Designing the right file architecture is not straightforward in Machine Learning. After struggling on that question for a few projects of my owns, I started to discover simple patterns that cover most of the use cases I stumbled upon when reading code or coding my own stuff. This article is about sharing those discoveries with you. Disclaimer: This article is more a proposal than a definitive guid