https://github.com/khushi130404/outlier_exterminator
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.
https://github.com/khushi130404/outlier_exterminator
capping iqr machine-learning numpy percentile-method trimming winsorization z-score
Last synced: 2 months ago
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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.
- Host: GitHub
- URL: https://github.com/khushi130404/outlier_exterminator
- Owner: Khushi130404
- License: mit
- Created: 2024-12-22T05:06:38.000Z (4 months ago)
- Default Branch: main
- Last Pushed: 2024-12-27T03:54:01.000Z (4 months ago)
- Last Synced: 2025-01-12T04:55:04.306Z (4 months ago)
- Topics: capping, iqr, machine-learning, numpy, percentile-method, trimming, winsorization, z-score
- Language: Jupyter Notebook
- Homepage:
- Size: 455 KB
- Stars: 0
- Watchers: 1
- Forks: 0
- Open Issues: 0