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capping
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Statistical techniques for handling missing values, encoding, scaling, normalizing, detecting and treating outliers, and transforming data distributions
encoding outlier-detection scaling normalization log-transformation box-cox-transformation winsorization iqr-method capping power-transformation
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Updated
Jan 24, 2026 - Jupyter Notebook
Outlier_Exterminator is a Python tool for detecting and treating outliers using IQR, Z-Score, and Percentile methods. It supports trimming, capping, and Winsorization, demonstrated in a Jupyter Notebook.
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Updated
Dec 27, 2024 - Jupyter Notebook
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