[Project] How we made Git work for machine learning

# How we made Git work great for machine learning

Git is a great tool for versioning and collaborating on ML code and notebooks. However, Git is typically a poor solution for large binary files like the predictive and generative models created by ML frameworks. These binary models are just as important as the code that produced them, but they fit poorly in Git: what is an ML team to do?

In this post we’ll explain the customizations we’ve added …

binary code files frameworks generative generative models git machine machine learning machinelearning notebooks predictive project solution tool versioning work