Customer Segmentation Clustering ML Frameworks

Projects applying clustering algorithms (K-Means, hierarchical clustering, etc.) to segment customers for marketing and business analytics. Does NOT include general clustering frameworks, recommendation systems, or churn prediction.

There are 51 customer segmentation clustering frameworks tracked. The highest-rated is Pegah-Ardehkhani/Customer-Segmentation at 32/100 with 26 stars.

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#	Framework	Score	Tier	Stars	Language
1	Pegah-Ardehkhani/Customer-Segmentation Customer Personality Analysis Using Clustering	32	Emerging	26	Jupyter Notebook
2	davidgeorgewilliams/segmentation-forests Discover hidden segments in your data using Random Forest-inspired trees...	28	Experimental	2	Python
3	devotuoma/Mall-Customers-Segmentation In this machine learning project, we will make use of K-means clustering...	27	Experimental	12	Jupyter Notebook
4	NhanPhamThanh-IT/KMeans-Clustering-Customer-Segmentation 👨 K-Means Clustering Customer Segmentation is an interactive Streamlit app...	25	Experimental	15	Jupyter Notebook
5	ibrahim-ogunbiyi/Customer-Segmentation An approach to Customer Segmentation Using ML	24	Experimental	11	Jupyter Notebook
6	Tksrivastava/stable-customer-segmentation Stable Customer Segmentation is an end-to-end ML pipeline that learns latent...	23	Experimental	1	Python
7	macash916/IMADATA-Market-Intelligence MSc Business Analytics dissertation — DENUE-based market intelligence...	22	Experimental	—	Jupyter Notebook
8	mandeepsharma14/nexacart-clustering E-Commerce customer segmentation using K-Means & Agglomerative Clustering...	22	Experimental	—	HTML
9	eltonvaliyev2008-hub/bank-customer-segmentation Bank customer segmentation using KMeans clustering + Random Forest \| FastAPI...	22	Experimental	—	Jupyter Notebook
10	MaulanaHasyim/Customer-Analytics-Machine-Learning This repository contains two interconnected machine learning projects...	22	Experimental	—	Jupyter Notebook
11	Man2Dev/customer-segmentation-ml Customer Segmentation for Marketing Optimization K-Means clustering on...	22	Experimental	4	Jupyter Notebook
12	savinaysingh7/customer-segmentation-shopping-trends End-to-end customer segmentation pipeline using K-Means clustering on 3,900...	22	Experimental	—	Jupyter Notebook
13	virbahu/supplier-segmentation-ml ML supplier segmentation management	22	Experimental	—	Python
14	adityamanoj1811/AI-Customer-Behavior-Segmentation AI-based customer behavior segmentation using GA4	22	Experimental	—	Jupyter Notebook
15	VreekenDatahoeve/SupplierSegmentation-Clustering Supplier segmentation using clustering techniques to support procurement...	22	Experimental	—	Jupyter Notebook
16	erenonal/K-means_customer_segmentation Using K-Means algorithm for customer segmentation due to credit card behavior	19	Experimental	18	Jupyter Notebook
17	PrayagRD/Online-Customer-Segmentation This project aims to identify major customer segments on a transnational...	18	Experimental	7	Jupyter Notebook
18	momonga-ml/gower-express More Preformant Gower distance with modern Python tooling	16	Experimental	12	Python
19	Khiladi-786/customer-segmentation-dashboard Interactive ML dashboard for customer segmentation using K-Means clustering....	15	Experimental	1	Python
20	ialexmp/Machine-Learning This Machine Learning repository encompasses theory, hands-on labs, and two...	15	Experimental	2	Jupyter Notebook
21	terime9057/Task-8-Customer-Segmentation-K-Means 🛒 Segment mall customers using K-Means clustering to enhance marketing...	14	Experimental	—	Jupyter Notebook
22	chaudhary-pawan/Customer-Segmentation-and-Recommendation-Model This Project is about segmenting Customers in different clusters based on...	14	Experimental	—	Jupyter Notebook
23	muhammedriswanp/customer-segmentation-mlops End-to-end customer segmentation project using unsupervised machine learning...	14	Experimental	—	Jupyter Notebook
24	Deepak3517/fraud-detection-kmeans-paysim K-Means clustering on 6.3M financial transactions to discover hidden fraud...	14	Experimental	—	Jupyter Notebook
25	alevaleoliveira/customer-segmentation-ml Customer segmentation using K-Means clustering with business insights for...	14	Experimental	—	Jupyter Notebook
26	Osamsami/nyc-airbnb-clustering-analysis Market segmentation of NYC Airbnb listings using K-Means clustering to...	14	Experimental	—	Jupyter Notebook
27	mohamedathif15/Customer-Segmentation-Using-K-Means-Clustering Customer segmentation using K-Means clustering with Streamlit web app	14	Experimental	—	Python
28	noulisg-scripts/product-sales-and-customer-segmentation ML framework for product review classification and customer segmentation...	14	Experimental	—	Jupyter Notebook
29	Nipun0101/customer-segmentation Customer segmentation ML app using K-Means and Streamlit	14	Experimental	—	Jupyter Notebook
30	kabirpatil12676/Customer-Segmentation-Ecommerce-ml Customer segmentation system for e-commerce using K-Means & Agglomerative...	14	Experimental	—	Jupyter Notebook
31	sandrarajp/RetailX-Customer-Segmentation-and-Marketing-Strategies RetailX Customer Segmentation and Marketing Analytics	14	Experimental	—	Jupyter Notebook
32	M-Hamid-Hussain/DevelopersHub_Advanced_Task2_Customer_Segmentation Customer segmentation using K-Means clustering and PCA to identify distinct...	14	Experimental	—	Jupyter Notebook
33	yaswanth-AIML/Customer-Segmentation This project demonstrates **customer segmentation using unsupervised...	14	Experimental	—	Jupyter Notebook
34	beratmertkayacan/HealthOps-Analysis HealthOps: AI-driven patient segmentation and hospital efficiency analysis...	14	Experimental	—	Jupyter Notebook
35	kozah04/ng-sme-segmentation Unsupervised segmentation of 1,043 Nigerian SMEs into 4 business profiles...	14	Experimental	—	Jupyter Notebook
36	andysebo/census-respondents-clustering Census data project - Unsupervised ML pipeline for behavioral data...	14	Experimental	—	Jupyter Notebook
37	pratikmore21/customer-segmentation-project Customer Segmentation using KMeans, PCA and Streamlit for customer...	14	Experimental	—	Jupyter Notebook
38	shubham5027/Customer-Segmentation-Machine-Learning- Customer segmentation using machine learning technique to divide a customer...	14	Experimental	7	Jupyter Notebook
39	tracyreuter/customer-segmentation Group fictional customers via clustering, using two sklearn algorithms...	14	Experimental	—	Jupyter Notebook
40	muhammedriswanp/customer-segmentation-clustering Customer segmentation using KMeans clustering on marketing data — includes...	14	Experimental	—	Jupyter Notebook
41	MsnAmiri/Customer-Segmentation-with-IBM-SPSS-Modeler Creating a banking customer segmentation dataset using 3 initial datasets in...	13	Experimental	5	—
42	sidharth178/Market-Segmentation-in-SBI-life-Insurance A machine learning clustering model for customer segmentation to define...	12	Experimental	14	Jupyter Notebook
43	kunalsinghdadhwal/clusterforge ClusterForge is a Rust-based command-line tool for performing customer...	12	Experimental	1	Rust
44	loukasbenazet/customer-segmentation-analysis Customer segmentation using unsupervised learning to support marketing strategy.	11	Experimental	—	Jupyter Notebook
45	Chaganti-Reddy/AI-Prototype-Customer-Segmentation Artificial Intelligence Prototype product based model for Customer...	11	Experimental	—	Jupyter Notebook
46	Gauresh-Karwa/SmartCart_Customer_Segmentation Customer segmentation using PCA, KMeans, and Hierarchical Clustering to...	11	Experimental	—	Jupyter Notebook
47	QuantumCoderrr/Customer_Seg 📊This project applies unsupervised machine learning techniques to segment...	11	Experimental	2	Jupyter Notebook
48	freedaya/flight-customer-segmentation Flight Customer Segmentation Using K-Means Clustering	11	Experimental	—	Jupyter Notebook
49	Scarlett4262/Customer-Segmentation A customer segmentation project can be approached in multiple ways. In this...	11	Experimental	—	Jupyter Notebook
50	joseaseves-alt/Customer-Segmentation-Market-Analytics Exploratory data analysis and customer segmentation using unsupervised...	11	Experimental	—	Jupyter Notebook
51	tushar2704/Bank-German-Customer-Segmentation This project aims to revolutionize the way banks market to their customers...	10	Experimental	1	Jupyter Notebook