Get Started with Feature-engine

Open-source library for feature engineering and selection based on pandas and scikit-learn.

Getting Started

The Feature-engine team maintains comprehensive docs that cover installation, configuration, and common patterns.

Feature-engine offers a free tier — sign up to get started without any payment.

Our full tool profile covers Feature-engine's strengths, weaknesses, pricing, and how it compares to alternatives.

Teams working with complex datasets requiring extensive preprocessing before model training

Projects that need to handle both numerical and categorical data efficiently

Developers looking for a comprehensive library for feature engineering