This repository should help you getting started with the State Farm Distracted Driver Detection competition. It uses nolearn and Lasagne for the neural network part.
A notebook with an example run can be found here. On local CV, it reaches a log loss of < 0.9 when splitting on drivers.
You should install the following packages:
- ipython-notebook
- pandas
- scikit-learn
- scikit-image
- scipy
- matplotlib
- nolearn
Our code ran with Python 3.4