This is the code for my final solution in the Kaggle Galaxy Zoo challenge (https://www.kaggle.com/c/galaxy-zoo-the-galaxy-challenge/).
I describe my approach in this blog post:
http://kevin-keraudren.blogspot.co.uk/2014/04/kaggle-galaxy-zoo-space-odyssey.html
python train.py && python predict.py