From 80fadeb6a42155d4b22717555a13cc508972d809 Mon Sep 17 00:00:00 2001
From: Siddardha Desu <siddardhadesu@Siddardhas-MacBook-Air.local>
Date: Thu, 25 Dec 2025 22:08:51 +0530
Subject: [PATCH] Improve README with overview of mlxtend use cases

---
 README.md | 7 +++++++
 1 file changed, 7 insertions(+)

diff --git a/README.md b/README.md
index d526b80d1..e13df94a1 100644
--- a/README.md
+++ b/README.md
@@ -10,6 +10,13 @@
 <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
+
 
 <br>