19 Most Elegant Sklearn Tricks I Found After 3 Years of Use

Author(s): Bex T.

Originally published on Towards AI.

Advanced techniques and hidden gems for effective machine learning

Learn about 19 Sklearn features you have never seen that are direct and elegant replacements to common operations you do manually.

Image by me with Midjourney

After three years of use and by looking at the API reference of Sklearn, I have realized that the most commonly used models and functions are only a thin slice of what the library can do. Even though some features are extremely narrow-focused and used for rare edge cases, I have found many estimators, transformers, and utility functions that are more elegant fixes to common operations people do manually.

So, I have decided to make a list… Read the full blog for free on Medium.

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Published via Towards AI