colinsongf / feng Goto Github PK

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.

It's built for fans of Pandas and makes use of scikit-learn pipelines and transformers.

... 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

Made with ♥️ in Barcelona.