Validation and prediction code for numer.ai.
validate.py - create the validation split, train a random forest, evaluate
predict.py - train a random forest, output predictions
validate_lr.py - try out different pre-processing methods for logistic regression
cross_validate_lr.py - CV for logistic regression
predict_lr.py - scale, train logistic regression, output predictions