A feature engineering helper library
Project description
feateng 🚀
A lightweight Python library to simplify feature engineering for machine learning.
📌 Features
-
🔧 Target Cleaning & Transformation
Handle missing values, encode categorical targets, or scale numerical targets with one function. -
📊 Skewness-Based Transformations
Automatically applies log, cube, or square transformations based on skewness. -
🧮 Mutual Information Scoring
Calculate MI scores for both classification and regression problems with automatic detection. -
📈 Visualization
Easily visualize distributions of transformed features.
📦 Installation
Install directly from PyPI:
pip install feateng
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