安装
npx skills add https://github.com/dkyazzentwatwa/chatgpt-skills --skill feature-engineering-kit
- Feature Engineering Kit
- Automated feature engineering with encodings, scaling, and transformations.
- Features
- Encodings
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- One-hot, label, target encoding
- Scaling
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- Standard, min-max, robust scaling
- Polynomial Features
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- Generate interactions
- Binning
-
- Discretize continuous features
- Date Features
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- Extract time-based features
- Text Features
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- TF-IDF, word counts
- Missing Value Handling
- Imputation strategies
CLI Usage
python feature_engineering.py
--data
train.csv
--output
engineered.csv
--config
config.json
Dependencies
scikit-learn>=1.3.0
pandas>=2.0.0
numpy>=1.24.0
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