Quick solution to Kaggle's "What's Cooking" competition: https://www.kaggle.com/c/whats-cooking. I entered this competition to build a very quick code sample and was pleasantly surprised to place in 4th place at the time of publishing the code to github.
To train the model simply execute the src/train.py script. For example: ./train.py > ../data/results.txt