autofeat library - Linear Prediction Models with Automated Feature Engineering and Selection
Feature Selector: Simple Feature Selection in Python. Feature selector is a tool for dimensionality reduction of machine learning datasets.
- Missing Values
- Single Unique Values
- Collinear Features
- Zero Importance Features
- Low Importance Features
Featuretools is a python library for automated feature engineering
tsfresh - Automatic extraction of relevant features from time series
A Reference Guide to Feature Engineering Methods
- Missing data imputation
- Categorical encoding
- Variable transformation
- Discretization
- Outlier engineering
- Date and time engineering
The Best Feature Engineering Tools
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