feng - feature engineering for machine-learning champions
feng is a Python module for smoothly engineering features from your Pandas DataFrame so that you can win that Kaggle competition.
We spent most of our efforts in feature engineering.
-- Xavier Cohort, after winning one of many Kaggle competitions
feng helps data scientists in what is arguably the most critical part of a machine-learning pipeline: feature engineering.
... some machine learning projects succeed and some fail. What makes the difference? Easily the most important factor is the features used.
-- Pedro Domingos, A Few Useful Things to Know about Machine Learning