Customer Churn Prediction ML Frameworks

End-to-end machine learning projects for predicting customer churn using classification algorithms, feature engineering, and business analytics. Does NOT include general churn datasets without predictive modeling, subscription management systems, or retention strategy frameworks without ML implementation.

There are 249 customer churn prediction frameworks tracked. The highest-rated is retentioneering/retentioneering-tools at 47/100 with 881 stars.

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#	Framework	Score	Tier	Stars	Language
1	retentioneering/retentioneering-tools Retentioneering: product analytics, data-driven CJM optimization, marketing...	47	Emerging	881	Python
2	junfengn-ctrl/uplift-modeling-customer-retention End-to-end uplift modeling pipeline for customer retention using T-Learner...	41	Emerging	65	Python
3	iterative/demo-bank-customer-churn Demo DVC project training a classification model on tabular data	38	Emerging	41	Jupyter Notebook
4	Vegapunk-debug/customer-churn-agentic-retention-system An end-to-end Machine Learning and Agentic AI system to predict customer...	35	Emerging	4	Jupyter Notebook
5	gattsu001/Telecom-Churn-Predictor Predicts which telecom customers are likely to churn with 95% accuracy using...	35	Emerging	1	Python
6	ChurnGuard/ChurnInsight Sistema end-to-end de predicción de abandono. Incluye un pipeline de...	34	Emerging	3	Jupyter Notebook
7	himanshu-03/Customer-Churn-Prediction The Customer Churn table contains information on all 7,043 customers from a...	32	Emerging	18	Jupyter Notebook
8	Pradnya1208/Telecom-Customer-Churn-prediction Customers in the telecom industry can choose from a variety of service...	30	Emerging	102	Jupyter Notebook
9	72Zafar/Telecom-Customer-Churn End to End ML project	30	Emerging	3	Jupyter Notebook
10	Pegah-Ardehkhani/Customer-Churn-Prediction-and-Analysis Analysis and Prediction of the Customer Churn Using Machine Learning Models...	30	Emerging	13	Jupyter Notebook
11	aws-samples/churn-prediction-with-text-and-interpretability Predict customer churn with text and interpretability.	29	Experimental	12	Jupyter Notebook
12	usmanbvp/Telecom-Customer-Churn-Prediction The "Telecom Customer Churn Prediction " GitHub repository is a project...	28	Experimental	7	Jupyter Notebook
13	abrahamkoloboe27/Churn-Prediction-and-Analysis-Project Application pour analyser et prédire le churn client avec visualisations interactives	27	Experimental	5	Jupyter Notebook
14	mdzaheerjk/Telecom-Customer-Churn-Prediction-using-Machine-Learning This project focuses on developing a machine learning system to predict...	26	Experimental	7	—
15	VibolvatanakPOCH/Telecom-Customer-Churn-Analysis-Prediction Telecom Customer Churn Analysis & Prediction project uses Gradient Boosting...	26	Experimental	6	Jupyter Notebook
16	ChaitanyaC22/Telecom-Churn-Prediction In this project, data analytics is used to analyze customer-level data of a...	26	Experimental	8	Jupyter Notebook
17	emso-exe/Churn_clientes_de_banco Projeto de análise de churn, utilizando machine learning na classificação de...	24	Experimental	2	Jupyter Notebook
18	abideenml/Kedro-MLops-pipeline Churn Prediction with Kedro, Kedro-Viz, and Kedro-Mlflow ❄️ 👨. PowerBI...	24	Experimental	4	Jupyter Notebook
19	virajbhutada/telecom-customer-churn-prediction Predict and prevent customer churn in the telecom industry with our advanced...	24	Experimental	20	HTML
20	Bhupendra-glitch/Customer-Segmentation-Retention Built a machine learning classification model to predict customer churn...	23	Experimental	1	Jupyter Notebook
21	mysticalayushi/Customer-Churn-Prediction An end-to-end machine learning project built using exploratory data...	23	Experimental	1	Jupyter Notebook
22	Amruth011/customer-churn-prediction-retention-roi 🚀 End-to-end ML system: predict customer churn, explain with live SHAP,...	23	Experimental	1	Jupyter Notebook
23	iiiii0vicky0-0singh0iiiii/customer-churn-analytics End-to-end customer churn analytics system using machine learning with...	23	Experimental	1	Jupyter Notebook
24	KhanNosheen/Telco-Churn-EDA-ML-Pipeline An end-to-end Machine Learning project to predict customer churn using...	23	Experimental	1	Jupyter Notebook
25	Solidx74/Customer-Churn-Analysis-and-Prediction-System A web-based machine learning app built with Python Flask and Random Forest...	23	Experimental	1	Jupyter Notebook
26	nilotpaldhar2004/Telecom-AI-Predictor Full-stack Machine Learning application to predict telecom customer churn...	23	Experimental	1	Jupyter Notebook
27	AmrrSalem/Customer-Churn-Prediction Interactive Streamlit app with 7 ML models to predict Telco customer churn \|...	23	Experimental	1	Python
28	Anthonyxd994/customer-churn-ml-pipeline 📊 Predict and reduce customer churn with a production-ready machine learning...	23	Experimental	1	Python
29	Senpaka/churn-predicted Модель предсказания оттока клиентов с фокусом на высокий Recall для задач удержания.	22	Experimental	—	Python
30	shiv0405/customer-churn-analytics Customer retention intelligence platform for portfolio-grade churn analytics.	22	Experimental	—	Python
31	mahmoudbalal784-create/Logistic-Regression 📊 Build a Logistic Regression model to predict customer churn in telecom,...	22	Experimental	—	Jupyter Notebook
32	joselitorobles0255-alt/customer-churn-prediction 📈 Predict customer churn in e-commerce with machine learning to enhance...	22	Experimental	—	Python
33	JavedFazlulahF/Customer-Churn-Prediction 📊 Predict customer churn in telecom using machine learning to enhance...	22	Experimental	—	Jupyter Notebook
34	Eisha313/churn-risk-scorer A simple customer churn prediction utility that scores customer risk levels...	22	Experimental	—	Python
35	kumar-O/Customer-Churn-Prediction 🔍 Predict customer churn using a synthetic dataset with advanced models and...	22	Experimental	—	Python
36	WBruni/analise-churn-telecom-x_parte_2 📡 Previsão de Churn com IA : Identificação proativa de cancelamento de...	22	Experimental	—	Jupyter Notebook
37	Mvinci23/customer_churn_predictor End-to-end data science project analyzing telecom customer behavior and...	22	Experimental	—	Jupyter Notebook
38	SuperFrr/ML-Churn-Analysis Machine learning project predicting retail customer churn using transaction...	22	Experimental	—	Jupyter Notebook
39	lasya-s-610/Customer-Churn-Prediction Predicting telecom customer churn using machine learning and segmenting...	22	Experimental	—	Jupyter Notebook
40	OmarNoureldin1/customer-churn-analytics 📊 Analyze customer churn with an end-to-end machine learning system...	22	Experimental	—	Jupyter Notebook
41	AnushreeRPoojary/telecomdatausageanalysis End-to-end telecom data analysis with 9 ML models for churn prediction and...	22	Experimental	—	Jupyter Notebook
42	AmirhosseinHonardoust/Customer-Churn-Prediction Customer churn prediction with Python using synthetic datasets. Includes...	22	Experimental	27	Python
43	fbenkhelifa/telecom-customer-churn-ml Telecom customer churn prediction notebook using IBM Telco dataset with...	22	Experimental	—	Jupyter Notebook
44	AnushreeRPoojary/telco-churn-prediction End-to-end telco churn prediction with modular Python code, 9 ML models,...	22	Experimental	—	Jupyter Notebook
45	deepanshu0110/customer-churn-prediction Customer Churn Prediction System with FastAPI backend and Streamlit dashboard.	22	Experimental	—	Python
46	nagasalto899/churn_and_revenue_forecasting 📊 Analyze telecom customer churn, forecast revenue impact, and create...	22	Experimental	—	Python
47	tommaso-accornero/churning-customers-ml Supervised ML pipeline on IBM Telco churn data (7,043 records): 9-model...	22	Experimental	—	HTML
48	niharnandala/End-to-End-Customer-Churn-Prediction-Retention-Decision-System Production-ready churn prediction system that converts ML outputs into...	22	Experimental	—	Jupyter Notebook
49	jadliudit/telco-customer-churn End-to-end ML pipeline to predict telecom customer churn using Python,...	22	Experimental	—	Jupyter Notebook
50	AnushreeRPoojary/churn-prediction Telco customer churn prediction using 9 ML models on IBM dataset with full...	22	Experimental	—	Jupyter Notebook
51	ARMAND-cod-eng/ecommerce-churn-prediction-clv-analysis Identifying R$5.3M in At-Risk Revenue: Full-Cycle E-Commerce Customer Churn...	22	Experimental	—	Jupyter Notebook
52	smakde/Airline-Passenger-Pulse Airline Passenger Pulse: calibrated ML to detect at-risk passengers, explain...	22	Experimental	—	Python
53	goldteaa/donor-retention-prediction R machine learning project predicting donor retention using logistic...	22	Experimental	—	HTML
54	romanxan/Customer_Churn_Prediction_and_Segmentation 🔍 Predict customer churn and segment audiences to improve retention...	22	Experimental	—	Jupyter Notebook
55	Mohammad1711/megaline_plan_recommendation Machine learning model to recommend the best Megaline mobile plan (Smart or...	22	Experimental	—	Jupyter Notebook
56	lasya-s-610/Telco-Churn-Prediction-Segmentation Predicting telecom customer churn using machine learning and segmenting...	22	Experimental	—	Jupyter Notebook
57	vidit18s/churn-prediction End-to-end customer churn prediction pipeline using XGBoost and SHAP...	22	Experimental	—	Jupyter Notebook
58	curiousily/Customer-Churn-Detection-with-TensorFlow-js Customer churn prediction using Neural Networks with TensorFlow.js	22	Experimental	9	JavaScript
59	pavan286878/exit-zero 🤖 Optimize customer retention for SaaS with AI-driven offers, Q-learning...	22	Experimental	—	TypeScript
60	Mnitdog/Subscription-Loyalty-Risk-Radar 🔍 Analyze subscription loyalty risks with machine learning models and gain...	22	Experimental	—	Python
61	VASANI007/Customer-Churn-Prediction Machine Learning project for predicting customer churn using data analysis...	22	Experimental	—	Jupyter Notebook
62	heschmat/churn-featflow An end-to-end MLOps churn prediction pipeline.	22	Experimental	—	—
63	AmirhosseinHonardoust/Subscription-Loyalty-Risk-Radar A customer intelligence engine that predicts subscription probability,...	21	Experimental	16	Python
64	AliAmini93/Telecom-Churn-Analysis Developed a churn prediction model using XGBoost, with comprehensive data...	21	Experimental	22	Jupyter Notebook
65	juliusmarkwei/Customer-Churn-EDA-Balancing-and-ML Bank customer churn prediction using multiple ml models	21	Experimental	10	Jupyter Notebook
66	shahriar-rahman/Netflix-Customer-Retention-using-GPR Forecasting Netflix Customer Retention based on Gaussian Process Regression	20	Experimental	14	Python
67	SaloniJhalani/Bank-Customer-Churn-Prediction This repository contains a comprehensive solution for predicting bank...	20	Experimental	5	Jupyter Notebook
68	archie-cm/Churn-Analysis-Ecommerce-Customer The objective of this project to is to predict customer churn, loss...	19	Experimental	8	Jupyter Notebook
69	Enrico3115/telecomX-churn-prediction Modelo preditivo de Machine Learning para identificar evasão de clientes...	19	Experimental	—	Jupyter Notebook
70	rohitkulkarni08/Customer-Churn-Analysis This is a customer churn prediction project using machine learning...	19	Experimental	6	Jupyter Notebook
71	ahmeddraza/Churn-Prediction-WebApp ML-powered Customer Churn Prediction Web App with SHAP explainability,...	19	Experimental	—	Jupyter Notebook
72	Alamin-refat/customer-churn-prediction End-to-end Machine Learning project for Customer Churn Prediction	19	Experimental	—	Jupyter Notebook
73	swayamjaiswal7/Understanding-Customer-Churn-Retention-Drivers-in-OTT Understanding Customer Churn & Retention Drivers in OTT	19	Experimental	—	Jupyter Notebook
74	deaneeth/churn-prediction-data-pipeline Step-by-step EDA and data preprocessing journey for customer churn...	19	Experimental	4	Jupyter Notebook
75	oosei25/bank-customer-churn Churn risk modeling demo: clean messy bank data, train ML models (Logistic...	18	Experimental	3	Jupyter Notebook
76	mohamedseif-10/Graduation-project-DEPI Bank Customer Churn Prediction: A machine learning project that predicts...	18	Experimental	3	Jupyter Notebook
77	fzaca/proyecto-final-ciencia-de-datos Este es mi proyecto final para el curso de Data Science en CoderHouse. El...	18	Experimental	8	Jupyter Notebook
78	platzi/deep-learning Curso de Deep Learning con Tensorflow + Keras	18	Experimental	7	Jupyter Notebook
79	rohanmistry231/Customer-Churn-Analysis-and-Classification A Python-based project for analyzing customer churn using data visualization...	18	Experimental	39	Jupyter Notebook
80	deaneeth/churn-prediction-model-training Step-by-step guide to building machine learning models for customer churn...	17	Experimental	2	Jupyter Notebook
81	deaneeth/telco-churn-prediction-mlops Production-ready ML pipeline for telco customer churn prediction using...	17	Experimental	2	Jupyter Notebook
82	Sakshi-Sood/Bank-Churn-Predictor Full-stack bank customer churn prediction app using XGBoost + SHAP, served...	16	Experimental	2	Jupyter Notebook
83	S-undas/CRIM A web-based churn prediction system using Random Forest and SHAP...	16	Experimental	—	Jupyter Notebook
84	Hazrat-Ali9/Customer-Churn-Prediction-with-Machine-Learning 🦧 Customer 🦁 Churn 🐯 Prediction 🐸 Machine 🐳 Learning 🐲 is 🌺 a 🏵 data 🪰...	16	Experimental	2	—
85	Plutonian-coder/churn-prediction-mlops-pipeline 📈 Build a production-ready churn prediction system with an end-to-end MLOps...	16	Experimental	2	Python
86	HenryMorganDibie/trial-activation-challenge Trial activation analysis for a 30-day SaaS trial — behavioural event data,...	16	Experimental	—	HTML
87	nafisalawalidris/Customer-Churn-Prediction-Model This repository contains a Customer Churn Prediction Model built using...	16	Experimental	1	Jupyter Notebook
88	henriquebotelhogomes/telco_churn 🚀 Solução orientada a produção para predição de Churn (Telco). Desenvolvida...	15	Experimental	1	Jupyter Notebook
89	Mehreen1103/Customer-Churn-Prediction End-to-end ML app predicting telecom customer churn using XGBoost, FastAPI &...	15	Experimental	1	HTML
90	Soundharya09/Customer-Churn-Prediction A machine learning project that predicts customer churn for a business using...	15	Experimental	1	Jupyter Notebook
91	HaroldToribio/customer-churn-prediction-system Sistema predictivo de abandono de clientes con ML (regresión logística),...	15	Experimental	1	HTML
92	Anas436/E-Commerce-Customer-Churn-Prediction E-Commerce Customer Churn Prediction using Machine Learning	15	Experimental	1	Jupyter Notebook
93	Sowdeshwar-99/customer-churn-analytics End-to-end customer churn analysis using SQL, Python, and Power BI to...	15	Experimental	1	Python
94	apekshyasharma/CustomerChurnPrediction This repository implements a Customer Churn Prediction System — a...	15	Experimental	—	Jupyter Notebook
95	Daksh-patel3/Customer-Churn-MLP_Project Trained Multi Layer Perceptron to Decide weather Customer Churn or not	15	Experimental	—	Jupyter Notebook
96	krohitrkumar/customer_churn_prediction End-to-end ML project to predict customer churn with a deployed Streamlit...	15	Experimental	1	Jupyter Notebook
97	Rizkimaulan4/churn-prediction-streamlit Project ini dibuat sebagai bagian dari pembelajaran Machine Learning dalam...	15	Experimental	1	Python
98	kyahikaru/churn-ml End-to-end tabular ML pipeline predicting telecom customer churn (ROC-AUC ≈...	15	Experimental	1	Jupyter Notebook
99	Lamasse237/saas-churn-prediction 🔍 Predict customer churn with a machine learning system that identifies...	15	Experimental	1	Python
100	ShreyasDasari/churnguard-ai Free, open-source churn prediction for SaaS - plug in your data and know...	15	Experimental	8	Jupyter Notebook
101	vishnupriyanpr/PrediChurn A full ML pipeline for customer churn prediction in telecom, banking, or...	15	Experimental	8	HTML
102	Reezo912/Churn-Prediction Churn prediction de un e-commerce utilizando el dataset de Olist	15	Experimental	—	Jupyter Notebook
103	bhushanpatil-ai-ml/customer-churn-ml-pipeline End-to-End Machine Learning Pipeline for Predicting Telecom Customer Churn	15	Experimental	1	Python
104	dmortalla/customer-churn-platform Production-style machine learning platform for telecom customer churn...	15	Experimental	1	Python
105	A-Innocent/ecommerce-churn-prediction E-commerce Churn Prediciton Project	14	Experimental	—	Jupyter Notebook
106	sanchopedro/Modelagem-Preditiva-de-Customer-Churn-SEMMA Previsão de Churn em Telecomunicações utilizando o Framework SEMMA....	14	Experimental	—	Jupyter Notebook
107	znadhiac/ecommerce-churn-prediction A machine learning–based churn prediction model for an e-commerce platform,...	14	Experimental	—	Jupyter Notebook
108	naseeya/RISE-ML-Project8-Capstone-Business-Intelligence End-to-end ML system for customer churn prediction & CLV forecasting with...	14	Experimental	—	Jupyter Notebook
109	alsoadarsh/telecom-churn-prediction Five-model classification pipeline in R to predict telecom customer churn -...	14	Experimental	—	R
110	FFOODDFLOW/python-telco-customer-churn-analysis Exploratory data analysis of telecom customer churn using Python (Pandas,...	14	Experimental	—	Jupyter Notebook
111	DeveshShukla23/CHANAKYA CHANAKYA - AI Commerce Intelligence Platform \| End-to-End Data Science...	14	Experimental	—	Jupyter Notebook
112	King2005-AD/ml-customer-retention Predict customer retention in subscription services using interpretable...	14	Experimental	—	Jupyter Notebook
113	shubhaansaxena/Churn-Prediction-Project Using supervised and unsupervised ML algorithms to predict if a customer...	14	Experimental	—	Jupyter Notebook
114	mrbutler35-wq/telecom-plan-recommendation-ml Machine learning classification model that recommends telecom plans based on...	14	Experimental	—	Jupyter Notebook
115	Yash-Bhatt-me/customer-churn-prediction Customer Churn Prediction using Machine Learning (ROC-AUC: 0.91)	14	Experimental	—	Jupyter Notebook
116	yalchinalasgar/churn-prediction-imbalanced-ml Customer Churn Prediction using Machine Learning (Imbalanced Classification)	14	Experimental	—	Jupyter Notebook
117	rasmikan/customer-churn-ml-system End-to-end machine learning system for telecom customer churn prediction...	14	Experimental	—	Jupyter Notebook
118	meet7364/TelcoChurn Churn prediction using XGBoost + SHAP explainability on IBM Telco dataset....	14	Experimental	—	Jupyter Notebook
119	ektashirsulla26-source/telco-churn-analytics End-to-End ML Project for Telecom Customer Churn Prediction with EDA, SMOTE,...	14	Experimental	—	Jupyter Notebook
120	HariniMukesh/Behavioral_SaaS_Churn_analysis End-to-end behavioral SaaS churn analysis — applying psychology frameworks...	14	Experimental	—	Jupyter Notebook
121	gunjankumar96740/customer-churn-prediction Machine learning project to predict telecom customer churn using Logistic...	14	Experimental	—	Jupyter Notebook
122	rachel-raakhi/churn-analysis End-to-end customer churn analysis using Python, Power BI and Logistic...	14	Experimental	—	Jupyter Notebook
123	AhsanAli96/bank-customer-churn-analysis Customer churn analysis and prediction using Python and Machine Learning	14	Experimental	—	Python
124	bandpeylabs/telco-retail-ai-demos A collection of applied AI use cases for the telecom retail industry....	14	Experimental	3	HTML
125	muqadasejaz/Customer-Churn-Prediction A machine learning project that predicts customer churn using classification...	14	Experimental	3	Jupyter Notebook
126	karn-cyber/ChurnPrediction machine learning application to predict telecom customer churn using...	14	Experimental	—	Python
127	Sanithu16684/Customer-Churn-Prediction 📉 Predict customer churn using machine learning to identify key factors,...	14	Experimental	—	Jupyter Notebook
128	AmitKashyap-21/churn-predictor-ml ML pipeline for telecom churn prediction with SHAP interpretability analysis	14	Experimental	—	Jupyter Notebook
129	PhuocCaoData/Credit_Card_Churn_Prediction An end-to-end ML pipeline using XGBoost to predict bank customer churn....	14	Experimental	—	Jupyter Notebook
130	nitin2468git/credit-card-churn-prediction Credit card customer churn prediction — EDA, feature engineering, ensemble...	14	Experimental	—	Jupyter Notebook
131	Fransis182/waze-churn-prediction End-to-end churn prediction project for Waze using EDA, hypothesis testing,...	14	Experimental	—	Jupyter Notebook
132	khushboopingle-coder/Telecom-Churn-Prediction Predicting telecom customer churn using Random Forest (79.56% accuracy) +...	14	Experimental	—	Jupyter Notebook
133	juandagalo/dsenproduccion End-to-end ML project for Telco Customer Churn prediction using FTI Pipeline...	14	Experimental	—	Jupyter Notebook
134	chinh2k3/Telco-Customer-Churn-Analysis Telco customer churn prediction using SQL analysis and machine learning (LR...	14	Experimental	—	Jupyter Notebook
135	pranay-surya/churn_analysis_and-_prediction This dashboard visualizes telecom customer churn using interactive charts...	14	Experimental	—	Jupyter Notebook
136	apoorvds99/customer-churn-recommendation-system End-to-end customer churn prediction system using machine learning, with...	14	Experimental	—	Jupyter Notebook
137	giri-codes/customer-churn-prediction Machine learning classification model to predict customer churn using...	14	Experimental	—	Jupyter Notebook
138	Ambeyijounior/ml-foundations-day3 🔍 Explore EDA and learn to set baselines and metrics for a churn dataset...	14	Experimental	—	Jupyter Notebook
139	Balaclavitty/ecommerce-churn-prediction Customer churn prediction with dbt pipelines & XGBoost (96.2% ROC-AUC). 22...	14	Experimental	—	Jupyter Notebook
140	yacine-yefsah/Telco-Churn-Prediction Prédiction du churn client avec ML — AUC 0.861 \| Python, Scikit-Learn, Pandas	14	Experimental	—	Jupyter Notebook
141	xhamera1/bank-customer-churn-prediction End-to-end Machine Learning project predicting bank customer churn. Features...	14	Experimental	—	—
142	moonlitrevery/MLEChurn Production-ready ML system for churn prediction with monitoring,...	14	Experimental	—	Python
143	piyush06singhal/instagram_churn_predictor ML-powered Instagram follower churn predictor with engagement analytics and...	14	Experimental	—	Python
144	TejaGalla/customer-churn-analysis Customer Churn Analysis using Python, SQL & Power BI with 10K dataset and...	14	Experimental	—	Python
145	Ashya-Joselin/Customer-Churn-Prediction End-to-end machine learning pipeline for customer churn prediction with...	14	Experimental	—	Python
146	paolorivaslegua/merchant_retention_decision_engine Portfolio-ready Python prototype for merchant churn prediction, retention...	14	Experimental	—	Python
147	zak-lsk/churn-prediction End-to-End Customer Churn Prediction pipeline with MLflow tracking,...	14	Experimental	—	Python
148	Namitha-C-Anto/ANN-Classification-Churn Deep Learning classification project for Bank Customer Churn. Built with...	14	Experimental	—	Python
149	nikhilreddy00/Customer-Churn-Prediction Machine learning classification model to predict bank customer churn using...	14	Experimental	—	Jupyter Notebook
150	DeveshShukla23/BCG-Data-Science-Job-Simulation 📊 14,606 customers \| 9.7% churn \| One hypothesis to test \| Built end-to-end...	14	Experimental	—	Jupyter Notebook
151	hacker007S/Final-Year-Project 🎓 Final Year Project — Churn Prediction using ML \| Python, Scikit-Learn,...	14	Experimental	—	Jupyter Notebook
152	codezelaca/ai-churn-analyze-crm A structured exploratory data analysis (EDA) and data preprocessing pipeline...	14	Experimental	—	Jupyter Notebook
153	Akanksha131313/telecom-churn-pro Predictive churn model using Python & ML to identify high-risk telecom...	14	Experimental	—	Jupyter Notebook
154	anjali0614/Customer-Churn-Prediction Predicting telecom customer churn using ML models with business insights.	14	Experimental	—	Jupyter Notebook
155	LadyProGo/telecom-customer-churn-prediction Graduation project: telecom customer churn prediction	14	Experimental	—	Jupyter Notebook
156	sudiptadey118/customer-churn-prediction Machine learning project to predict telecom customer churn(Telco data set)...	14	Experimental	—	Jupyter Notebook
157	Codewithhashmi/Customer-Churn-Analysis Customer churn prediction is a critical task for telecom companies to...	14	Experimental	—	Jupyter Notebook
158	khaoula-ghz/customer-churn-prediction Customer churn prediction using XGBoost, LightGBM, and CatBoost with...	14	Experimental	—	Jupyter Notebook
159	adarshm095/customer-retention-analytics-ml customer Retention Analytics using Machine Learning	14	Experimental	—	Jupyter Notebook
160	Liziskander/Netflix-Content-Strategy Machine learning and data science project of Netflix content. Includes...	14	Experimental	—	Jupyter Notebook
161	Luisnapo13/churn-monitor Visualize real-time Git branch changes with a local web app showing churn,...	14	Experimental	—	HTML
162	devbassey/Telco-Customer-Church-Analysis-Project This project uses machine learning and data analysis on the IBM Telco...	14	Experimental	—	Jupyter Notebook
163	wairagufrancis28-hue/customer-churn-analysis Customer churn analysis using Python, uncovering retention drivers and...	14	Experimental	—	Jupyter Notebook
164	IgnazioDS/churn-analysis SaaS customer churn cohort analysis: onboarding signals, channel quality,...	14	Experimental	—	Jupyter Notebook
165	gunjankumar96740/Telco-customer-churn-prediction Machine learning project to predict telecom customer churn using Logistic...	14	Experimental	—	Jupyter Notebook
166	Sakshiblip/customer-churn-prediction Feature engineering and churn prediction using Logistic Regression and...	14	Experimental	—	Jupyter Notebook
167	chamanun03/telecom-customer-churn Telco Customer Churn Prediction	14	Experimental	—	—
168	Jana-sri/customer-churn-prediction End-to-end ML project predicting telecom customer churn using Logistic...	14	Experimental	—	Python
169	fulya-vasi/customer-analytics-pipeline Churn prediction pipeline with Python and scikit-learn. Focus on data...	14	Experimental	—	Python
170	rishiraghu11/Customer_Churn_Prediction_using_ML pandas numpy matplotlib seaborn scikit-learn	14	Experimental	—	Jupyter Notebook
171	smukherjee1116-lgtm/Churn-prediction-mlops End-to-end churn prediction MLOps system with FastAPI, Docker, MLflow, drift...	14	Experimental	—	Jupyter Notebook
172	anozk/Ecommerce_Churn_Prediction_Part2_MLOps_AWS_Deployment Ecommerce Churn Prediction MLOps Deployment. Part 2 of 2 — see Part 1 for...	14	Experimental	—	Python
173	VignuLogic/churn_dashboard Customer churn analytics dashboard with ML prediction using Flask, MySQL and...	14	Experimental	—	HTML
174	Teferihagos/customer-churn-prediction-ml End-to-end machine learning project for predicting customer churn using...	14	Experimental	—	—
175	mattderya/Physician-Churn Hybrid LSTM + XGBoost model predicting physician disengagement in Pharma...	14	Experimental	—	HTML
176	nobsai-dev/test-student-customer-churn-analysis Complete data science pipeline analyzing customer churn with feature...	14	Experimental	—	—
177	chetnapriyadarshini/Telecom_Churn_Prediction Binary classification model to predict telecom customer churn using EDA,...	14	Experimental	—	Jupyter Notebook
178	ashutosh-agrawal1/customer-churn-prediction End-to-end customer churn prediction using Logistic Regression (NumPy...	14	Experimental	—	Jupyter Notebook
179	RaghavGoel822/Costumer_Churn_Prediction This is a customer churn prediction project using machine learning...	14	Experimental	—	Jupyter Notebook
180	Shradhakavile/Customer_Churn_Risk_Revenue_Impact_Analysis Churn prediction pipeline identifying ₹135k at-risk revenue using SQL,...	14	Experimental	—	Jupyter Notebook
181	ezzatowski/churn-prediction Machine Learning project for predicting customer churn	14	Experimental	—	Jupyter Notebook
182	DSCO1/customer-churn-prediction-ml Customer Churn Prediction using ML \| Classification \| Random Forest \| Python	14	Experimental	—	Jupyter Notebook
183	sudiptadey118/Telecom-order-failure-prediction This project builds machine learning models to predict telecom service order...	14	Experimental	—	Jupyter Notebook
184	gauravnikam777-vision/customer-churn-prediction End-to-end ML system predicting telecom customer churn \| Streamlit dashboard...	14	Experimental	—	Jupyter Notebook
185	rajivaleaakash/Customer-Churn-Prediction A machine learning project focused on predicting customer churn using...	14	Experimental	—	Jupyter Notebook
186	MehulPrajapati1/Telco-Customer-Churn-Analysis Predicting customer churn using Python, EDA, and ML models on 7K+ telecom customers	14	Experimental	—	Jupyter Notebook
187	Jatte02/Customer-Churn-ML Churn prediction for a telecom company — EDA, data cleaning, and ML modeling...	14	Experimental	—	Jupyter Notebook
188	lakshaybamel/customer-retention-prediction Customer churn prediction using ANN with PyTorch, including EDA, feature...	14	Experimental	—	Jupyter Notebook
189	Edwinkorir38/Customer-Churn-Analysis-SQL-Power-BI-Python This project analyzes telecom customer churn using Python to identify the...	14	Experimental	—	Jupyter Notebook
190	Amitbhardwaj001/-mlops-churn-pipeline End-to-end MLOps pipeline for customer churn prediction using MLflow, DVC,...	14	Experimental	—	Python
191	PrabinPokhrel/Telecom-Customer-Churn-Prediction telecom customer churn prediction using Python ML models and Power BI dashboard	14	Experimental	—	Python
192	mohamed-elkholy95/customer-churn-prediction Customer churn prediction with logistic regression, random forest, and...	14	Experimental	—	Python
193	deathlessjr/ecommerce-churn-analysis 📊 Discover customer churn patterns in e-commerce with 91% predictive...	14	Experimental	—	—
194	ToomuSahithi-coder/customer-churn-prediction Machine learning model to predict telecom customer churn using Random Forest...	14	Experimental	—	Jupyter Notebook
195	duardnek/predicci-n-clientes-internet-hogar Modelo de clasificación para identificar clientes de telefonía móvil con...	14	Experimental	—	Jupyter Notebook
196	mahika56/customer-churn-prediction End-to-end machine learning project for customer churn prediction using...	14	Experimental	—	Jupyter Notebook
197	BerkeKutay/customer-churn-prediction End-to-end churn prediction on IBM Telco data — LR, Random Forest, XGBoost,...	14	Experimental	—	Jupyter Notebook
198	Jayanthivarri/Customer_Churn_Analytics_Dashboard_ML Capstone Project	14	Experimental	—	Jupyter Notebook
199	chetansgode/Telecom_Customer_Churn_Analysis End-to-end Telecom Customer Churn Prediction using Machine Learning with...	14	Experimental	—	Jupyter Notebook
200	meesumkazmi1/saas-pulse-churn End-to-end churn prediction: LightGBM + XGBoost, SHAP explainability,...	14	Experimental	—	Jupyter Notebook
201	arunikadev/Random-Forest_Telecom-Customer-Churn-Prediction-API-Service A Machine Learning API built with FastAPI and Scikit-Learn to predict...	14	Experimental	—	Jupyter Notebook
202	Swayam0804/Customer-Churn-Prediction ML pipeline for customer churn prediction using Random Forest, SMOTE, and...	14	Experimental	—	Jupyter Notebook
203	kinzaemann/Churn-Modelling Predict bank customer churn using interactive EDA and machine learning...	14	Experimental	—	Jupyter Notebook
204	RQD85/Customer_churn_risk_analysis 📊 Analyze customer churn risk using LLM-powered queries on structured data...	14	Experimental	—	Python
205	devikaustubh17/Retention-Analytics-Project User retention analysis and churn prediction using Python, cohort analysis...	14	Experimental	—	Python
206	saptshrungikadole/ChurnNova 🚀 ChurnNova — An AI-powered customer churn prediction app built with...	14	Experimental	—	Python
207	eeeds/churn-prediction-app App that predicts if an employee will leave or not the company.	14	Experimental	7	Jupyter Notebook
208	dragoscalin33/Telecom-X-Customer-Churn-Prediction Binary churn prediction pipeline for telecom customers — Random Forest vs...	14	Experimental	—	Python
209	manawadus/Telecom-churn-pyspark--ml-pipeline PySpark-based telecom churn prediction pipeline with EDA, feature...	14	Experimental	—	Jupyter Notebook
210	stefanobrusadelli/customer-churn-prediction End-to-end machine learning pipeline for customer churn prediction using...	14	Experimental	—	Jupyter Notebook
211	Kiruba99944/Customer-Churn-Prediction 📊 Predict customer churn using analytics and machine learning to enhance...	14	Experimental	—	Jupyter Notebook
212	HiruniWijendrasinhe/instagram-engagement-predictor Predict Instagram 60-day engagement rate using a Random Forest model with...	14	Experimental	—	Python
213	shraddhamagare/Telecom_Customer_Churn_Prediction Machine Learning web app that predicts telecom customer churn using Python,...	14	Experimental	—	Jupyter Notebook
214	esbastiango/Customer_Churn_Prediction 📈 Predict customer churn using XGBoost for proactive retention efforts,...	14	Experimental	—	Jupyter Notebook
215	aryalakshya/customer-churn-prediction-project Machine learning model for predicting Telco customer churn	14	Experimental	—	Jupyter Notebook
216	ErissonSilverioN/customer-churn-analytics 📊 Predict customer churn using a robust system built with Django and...	14	Experimental	—	C#
217	Silenex/PowerCO-Churn-Prediction-BCG-X 🔍 Predict PowerCo customer churn within 3 months to optimize retention...	14	Experimental	—	Jupyter Notebook
218	Moez-lab/CustomerChurn_Prediction 📊 A machine learning project to predict customer churn using classification...	13	Experimental	2	Jupyter Notebook
219	sondosaabed/Customer-Churn-Dataset-Analysis Machine Learning, EDA, Classification tasks, Regression tasks for customer churn	13	Experimental	8	Jupyter Notebook
220	Sanila-577/Customer-Churn-Production Production-ready machine learning pipelines with comprehensive MLflow...	13	Experimental	2	Python
221	Tejas-00/Customer_Churn_Prediction Customer Churn Prediction is a machine learning project that identifies...	13	Experimental	—	Jupyter Notebook
222	chicolucio/churn-prediction Predicting customer churn with machine learning	12	Experimental	4	Jupyter Notebook
223	AminRezaeeyan/Telco-Customer-Churn-Prediction Customer churn prediction using LightGBM, featuring extensive EDA and...	12	Experimental	3	Jupyter Notebook
224	mahmoudalrefaey/TelePredict A full-stack web application for predicting customer churn in the...	12	Experimental	1	TypeScript
225	lazepam/Physician-Churn Hybrid LSTM + XGBoost model predicting physician disengagement in Pharma...	11	Experimental	—	HTML
226	rahulbhoyar1995/Churn-Prediction-using-Deep-Learning Deep learning-based churn prediction model that analyzes customer behavior...	11	Experimental	—	Jupyter Notebook
227	AshaiReddy/Telecom-Churn-Case-Study This repository uses Machine Learning models to gather insights on Customer...	11	Experimental	—	HTML
228	Nath-Mag/customer_churn_prediction End-to-end customer churn prediction with EDA, feature engineering,...	11	Experimental	—	Jupyter Notebook
229	amieecode/BCG-Data-Science-Job-Simulation Performed customer churn analysis with Python (Pandas, NumPy, Matplotlib)...	11	Experimental	—	Jupyter Notebook
230	adityonugrohoid/telecom-churn-prediction Predict customer churn using XGBoost on subscriber behavior data — Telecom...	11	Experimental	—	Jupyter Notebook
231	adityonugrohoid/telecom-qoe-prediction Predict user Quality of Experience (MOS score) using LightGBM on...	11	Experimental	—	Jupyter Notebook
232	MeghanaUllas20/bank-customer-churn-prediction PySpark-based machine learning project to predict bank customer churn using...	11	Experimental	—	Jupyter Notebook
233	my-nggia/-TDTU-IT-PROJECT-PORTFOLIO-Enhancing-Customer-Retention-Through-Machine-Learning Enhancing Customer Retention through Machine Learning: Segmentation, Churn...	11	Experimental	—	JavaScript
234	MarouaHattab/bank-churn-mlops MLOps project deploying a Churn Prediction model on Azure with FastAPI,...	11	Experimental	—	TypeScript
235	CodeByPinar/telecommunication-customer-churn-analysis-and-prediction 📊 This project focuses on customer churn analysis and prediction in the...	11	Experimental	2	HTML
236	MacariosSossy/Customer-churn-analysis End-to-end customer churn analysis using Python and logistic regression to...	11	Experimental	—	Jupyter Notebook
237	aephidayatuloh/telco_churn Materi praktikum Talent Scouting Academy (TSA) Kominfo 2023	11	Experimental	2	R
238	Wensguillen/TelecomX_parte2 Modelo Random Forest para predicción de Churn \| Recall 87%	11	Experimental	—	Jupyter Notebook
239	sakshyambhttr-cyber/icesproject CUSTOMER CHURN PREDICTION USING MACHINE LEARNING	11	Experimental	—	Jupyter Notebook
240	adityonugrohoid/telecom-root-cause-analysis Identify root causes of network incidents using XGBoost ranking on alarm...	11	Experimental	—	Jupyter Notebook
241	SarvagyaSanjay/Customer_Churn_Prediction Developed an end-to-end data science project to tackle customer churn in the...	11	Experimental	—	HTML
242	sharad11singh/Customer-Churn-Prediction About This project aims to predict customer churn using machine learning...	11	Experimental	—	Jupyter Notebook
243	SarinaG0/Customer-Churn-Prediction-Telecom Machine learning project predicting telecom customer churn using Logistic...	11	Experimental	—	—
244	chandra122/ChurnModeling Comprehensive machine learning solution for predicting customer churn using...	11	Experimental	—	Jupyter Notebook
245	sebamarinovic/actividad4_ML2 Implementación y comparación de modelos de Deep Learning (MLP y CNN 1D) para...	11	Experimental	—	Jupyter Notebook
246	bhuvancw/Customer_Churn_Analysis Predictive customer churn analysis using machine learning on telecom dataset...	11	Experimental	—	Jupyter Notebook
247	prathamesh693/Customer-Churn-Prediction-in-Telecom-Industry 🔍 Predict customer churn in the telecom industry using machine learning...	11	Experimental	5	Jupyter Notebook
248	Rohanchawla972/Quantitative-Modeling-Prediction End-to-end predictive and econometric modeling with R, covering regression,...	11	Experimental	—	R
249	Saulorj/churn_classifier Telecom churn classification study with python	10	Experimental	1	Jupyter Notebook

Comparisons in this category