Top Python Libraries

Top Python Libraries

tsfresh: End Feature Engineering! Boost Efficiency with Python

TSFRESH automates time series feature extraction, boosting efficiency by 300%. Extract 794+ features, filter noise, and enhance ML models—effortlessly!

Meng Li's avatar
Meng Li
May 31, 2025
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GitHub - blue-yonder/tsfresh: Automatic extraction of relevant features  from time series:

Still staying up late and losing hair over feature engineering?

TSFRESH—this open-source tool is setting the data science community ablaze, revolutionizing traditional time series analysis!

It automatically extracts 794+ features, intelligently filters out useless metrics, and boosts your modeling efficiency by 300%. From industrial big data and production optimization to volcano prediction, it effortlessly handles high-complexity scenarios!

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