In this repository, we will do feature engineering with Python.
What we'll cover in this repository?
Feature Engineering
- ✅Outliers
- Catching Outliers
- Re-assignment with Thresholds
- Local Outlier Factor (LOF)
- ✅Missing Values
- Solving the Missing Value Problem
- Advanced Analytics
- ✅Encoding Scaling
- Label Encoding
- One Hot Encoding
- Rare Encoding
- Feature Scaling
- ✅Feature Extraction
- Binary Features
- Text Features
- Regex Features
- Date Features
- Feature Interaction
- ✅Feature Engineering Examples