diff --git a/README.md b/README.md index d526b80d1..e13df94a1 100644 --- a/README.md +++ b/README.md @@ -10,6 +10,13 @@ mlxtend logo **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 +