How to use fast.ai library for data with multiple kinds of inputs?

[etremblay (Etienne Tremblay)]

You guys (@LIBER, @gpng) might be interested by this notebook I wrote where I merge Image + Tabular + Text data all in one neural network:

Wrote notebook to merge image + tabular + text data in one neural network

I wanted to explore merging image data with tabular and text data using transfer learning for the image and text part and trying to apply everything I learned in the course. @sgugger was kind enough to implement a MixedItemList to be able to “easily” do that. I used the recently finished PetFinder Kaggle competition since it had several images per pet, tabular information for each pet and also text description. I provide the code for that here: This is my first Kaggle competition and also …