How to build a deep learning model in 15 minutes – tech-at-instacart

As Instacart has grown, we've learned a few things the hard way. We're open sourcing Lore, a framework to make machine learning approachable for Engineers and maintainable for Machine Learning Researchers. To address these issues we're standardizing our machine learning in Lore. At Instacart, three of our teams are using Lore for all new machine learning development, and we are currently running a dozen Lore models in production. If you want a super quick demo that serves predictions with no context, you can clone my_app from github. Skip to the Outline if you want the full tour.