Feature engineering applied for (from Kaggle) Titanic dataset.
Steps are Inspired by the great work of Trevor Stephens and very similar, he uses R, i used pandas instead.
In addition i included logistic regression and FNN solutions with theano. Score was approximately 0.80 on Kaggle.