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rasbt merged 2 commits into from
Jan 8, 2026
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Improve README with overview of mlxtend use cases #1143

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Improve README with overview of mlxtend use cases
Dec 25, 2025
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Merge branch 'master' into improve-docstring
rasbt Jan 8, 2026
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<img src="./docs/sources/img/logo.png" alt="mlxtend logo" width="300px">

**Mlxtend (machine learning extensions) is a Python library of useful tools for the day-to-day data science tasks.**
It is primarily used for:
- Ensemble methods such as stacking and voting classifiers
- Feature selection and feature extraction techniques
- Visualization utilities (e.g., decision regions, confusion matrices)
- Plotting helpers for model analysis
- Frequent pattern mining, including the Apriori algorithm for association rule mining


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