Customer Churn Prediction MLOps Tools

There are 72 customer churn prediction tools tracked. The highest-rated is awslabs/aws-customer-churn-pipeline at 42/100 with 41 stars.

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#	Tool	Score	Tier	Stars	Language
1	awslabs/aws-customer-churn-pipeline An End to End Customer Churn Prediction solution using AWS services.	42	Emerging	41	Jupyter Notebook
2	ChurnGuard/ChurnInsight Sistema end-to-end de predicción de abandono. Incluye un pipeline de...	38	Emerging	3	Jupyter Notebook
3	Abhi0323/End-to-End-Employee-Churn-Prediction-with-Azure-Databricks Developed an end-to-end machine learning solution for predicting employee...	36	Emerging	9	Jupyter Notebook
4	joshuatochinwachi/Solana-Game-Signals-and-Predictive-Modelling Next-generation analytics & ML-powered churn prediction for Solana gaming....	35	Emerging	10	TypeScript
5	abideenml/Kedro-MLops-pipeline Churn Prediction with Kedro, Kedro-Viz, and Kedro-Mlflow ❄️ 👨. PowerBI...	31	Emerging	4	Jupyter Notebook
6	AmrrSalem/Customer-Churn-Prediction Interactive Streamlit app with 7 ML models to predict Telco customer churn \|...	29	Experimental	1	Python
7	paultongyoo/churn-model-evaluation-platform End-to-end platform for training, deploying, and monitoring a churn...	27	Experimental	10	Jupyter Notebook
8	Amruth011/customer-churn-prediction-retention-roi 🚀 End-to-end ML system: predict customer churn, explain with live SHAP,...	25	Experimental	1	Jupyter Notebook
9	Anthonyxd994/customer-churn-ml-pipeline 📊 Predict and reduce customer churn with a production-ready machine learning...	25	Experimental	1	Python
10	deaneeth/churn-prediction-data-pipeline Step-by-step EDA and data preprocessing journey for customer churn...	25	Experimental	4	Jupyter Notebook
11	KhanNosheen/Telco-Churn-EDA-ML-Pipeline An end-to-end Machine Learning project to predict customer churn using...	25	Experimental	1	Jupyter Notebook
12	mysticalayushi/Customer-Churn-Prediction An end-to-end machine learning project built using exploratory data...	25	Experimental	1	Jupyter Notebook
13	nilotpaldhar2004/Telecom-AI-Predictor Full-stack Machine Learning application to predict telecom customer churn...	25	Experimental	1	Jupyter Notebook
14	iiiii0vicky0-0singh0iiiii/customer-churn-analytics End-to-end customer churn analytics system using machine learning with...	25	Experimental	1	Jupyter Notebook
15	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
16	deaneeth/telco-churn-prediction-mlops Production-ready ML pipeline for telco customer churn prediction using...	23	Experimental	2	Jupyter Notebook
17	jadliudit/telco-customer-churn End-to-end ML pipeline to predict telecom customer churn using Python,...	22	Experimental	—	Jupyter Notebook
18	AnushreeRPoojary/telco-churn-prediction End-to-end telco churn prediction with modular Python code, 9 ML models,...	22	Experimental	—	Jupyter Notebook
19	Lamasse237/saas-churn-prediction 🔍 Predict customer churn with a machine learning system that identifies...	22	Experimental	1	Python
20	Senpaka/churn-predicted Модель предсказания оттока клиентов с фокусом на высокий Recall для задач удержания.	22	Experimental	—	Python
21	niharnandala/End-to-End-Customer-Churn-Prediction-Retention-Decision-System Production-ready churn prediction system that converts ML outputs into...	22	Experimental	—	Jupyter Notebook
22	romanxan/Customer_Churn_Prediction_and_Segmentation 🔍 Predict customer churn and segment audiences to improve retention...	22	Experimental	—	Jupyter Notebook
23	heschmat/churn-featflow An end-to-end MLOps churn prediction pipeline.	22	Experimental	—	—
24	OmarNoureldin1/customer-churn-analytics 📊 Analyze customer churn with an end-to-end machine learning system...	22	Experimental	—	Jupyter Notebook
25	ahmeddraza/Churn-Prediction-WebApp ML-powered Customer Churn Prediction Web App with SHAP explainability,...	21	Experimental	—	Jupyter Notebook
26	pavan286878/exit-zero 🤖 Optimize customer retention for SaaS with AI-driven offers, Q-learning...	21	Experimental	—	TypeScript
27	vishnupriyanpr/PrediChurn A full ML pipeline for customer churn prediction in telecom, banking, or...	21	Experimental	8	HTML
28	Sanila-577/Customer-Churn-Production Production-ready machine learning pipelines with comprehensive MLflow...	19	Experimental	2	Python
29	Soundharya09/Customer-Churn-Prediction A machine learning project that predicts customer churn for a business using...	19	Experimental	1	Jupyter Notebook
30	mahmoudalrefaey/TelePredict A full-stack web application for predicting customer churn in the...	18	Experimental	1	TypeScript
31	bhushanpatil-ai-ml/customer-churn-ml-pipeline End-to-End Machine Learning Pipeline for Predicting Telecom Customer Churn	17	Experimental	1	Python
32	Rizkimaulan4/churn-prediction-streamlit Project ini dibuat sebagai bagian dari pembelajaran Machine Learning dalam...	17	Experimental	1	Python
33	HaroldToribio/customer-churn-prediction-system Sistema predictivo de abandono de clientes con ML (regresión logística),...	17	Experimental	1	HTML
34	S-undas/CRIM A web-based churn prediction system using Random Forest and SHAP...	16	Experimental	—	Jupyter Notebook
35	kyahikaru/churn-ml End-to-end tabular ML pipeline predicting telecom customer churn (ROC-AUC ≈...	15	Experimental	1	Jupyter Notebook
36	krohitrkumar/customer_churn_prediction End-to-end ML project to predict customer churn with a deployed Streamlit...	15	Experimental	1	Jupyter Notebook
37	Tejas-00/Customer_Churn_Prediction Customer Churn Prediction is a machine learning project that identifies...	15	Experimental	—	Jupyter Notebook
38	juandagalo/dsenproduccion End-to-end ML project for Telco Customer Churn prediction using FTI Pipeline...	14	Experimental	—	Jupyter Notebook
39	shraddhamagare/Telecom_Customer_Churn_Prediction Machine Learning web app that predicts telecom customer churn using Python,...	14	Experimental	—	Jupyter Notebook
40	Shradhakavile/Customer_Churn_Risk_Revenue_Impact_Analysis Churn prediction pipeline identifying ₹135k at-risk revenue using SQL,...	14	Experimental	—	Jupyter Notebook
41	gauravnikam777-vision/customer-churn-prediction End-to-end ML system predicting telecom customer churn \| Streamlit dashboard...	14	Experimental	—	Jupyter Notebook
42	ErissonSilverioN/customer-churn-analytics 📊 Predict customer churn using a robust system built with Django and...	14	Experimental	—	C#
43	Swayam0804/Customer-Churn-Prediction ML pipeline for customer churn prediction using Random Forest, SMOTE, and...	14	Experimental	—	Jupyter Notebook
44	DeveshShukla23/CHANAKYA CHANAKYA - AI Commerce Intelligence Platform \| End-to-End Data Science...	14	Experimental	—	Jupyter Notebook
45	rasmikan/customer-churn-ml-system End-to-end machine learning system for telecom customer churn prediction...	14	Experimental	—	Jupyter Notebook
46	sanchopedro/Modelagem-Preditiva-de-Customer-Churn-SEMMA Previsão de Churn em Telecomunicações utilizando o Framework SEMMA....	14	Experimental	—	Jupyter Notebook
47	fulya-vasi/customer-analytics-pipeline Churn prediction pipeline with Python and scikit-learn. Focus on data...	14	Experimental	—	Python
48	HariniMukesh/Behavioral_SaaS_Churn_analysis End-to-end behavioral SaaS churn analysis — applying psychology frameworks...	14	Experimental	—	Jupyter Notebook
49	ektashirsulla26-source/telco-churn-analytics End-to-End ML Project for Telecom Customer Churn Prediction with EDA, SMOTE,...	14	Experimental	—	Jupyter Notebook
50	pranay-surya/churn_analysis_and-_prediction This dashboard visualizes telecom customer churn using interactive charts...	14	Experimental	—	Jupyter Notebook
51	stefanobrusadelli/customer-churn-prediction End-to-end machine learning pipeline for customer churn prediction using...	14	Experimental	—	Jupyter Notebook
52	smukherjee1116-lgtm/Churn-prediction-mlops End-to-end churn prediction MLOps system with FastAPI, Docker, MLflow, drift...	14	Experimental	—	Jupyter Notebook
53	deathlessjr/ecommerce-churn-analysis 📊 Discover customer churn patterns in e-commerce with 91% predictive...	14	Experimental	—	—
54	khushboopingle-coder/Telecom-Churn-Prediction Predicting telecom customer churn using Random Forest (79.56% accuracy) +...	14	Experimental	—	Jupyter Notebook
55	Amitbhardwaj001/-mlops-churn-pipeline End-to-end MLOps pipeline for customer churn prediction using MLflow, DVC,...	14	Experimental	—	Python
56	VignuLogic/churn_dashboard Customer churn analytics dashboard with ML prediction using Flask, MySQL and...	14	Experimental	—	HTML
57	mattderya/Physician-Churn Hybrid LSTM + XGBoost model predicting physician disengagement in Pharma...	14	Experimental	—	HTML
58	nobsai-dev/test-student-customer-churn-analysis Complete data science pipeline analyzing customer churn with feature...	14	Experimental	—	—
59	naseeya/RISE-ML-Project8-Capstone-Business-Intelligence End-to-end ML system for customer churn prediction & CLV forecasting with...	14	Experimental	—	Jupyter Notebook
60	DeveshShukla23/BCG-Data-Science-Job-Simulation 📊 14,606 customers \| 9.7% churn \| One hypothesis to test \| Built end-to-end...	14	Experimental	—	Jupyter Notebook
61	zak-lsk/churn-prediction End-to-End Customer Churn Prediction pipeline with MLflow tracking,...	14	Experimental	—	Python
62	Ashya-Joselin/Customer-Churn-Prediction End-to-end machine learning pipeline for customer churn prediction with...	14	Experimental	—	Python
63	moonlitrevery/MLEChurn Production-ready ML system for churn prediction with monitoring,...	14	Experimental	—	Python
64	saptshrungikadole/ChurnNova 🚀 ChurnNova — An AI-powered customer churn prediction app built with...	14	Experimental	—	Python
65	Edwinkorir38/Customer-Churn-Analysis-SQL-Power-BI-Python This project analyzes telecom customer churn using Python to identify the...	14	Experimental	—	Jupyter Notebook
66	dmortalla/customer-churn-platform Production-style machine learning platform for telecom customer churn...	14	Experimental	1	Python
67	RQD85/Customer_churn_risk_analysis 📊 Analyze customer churn risk using LLM-powered queries on structured data...	14	Experimental	—	Python
68	chetansgode/Telecom_Customer_Churn_Analysis End-to-end Telecom Customer Churn Prediction using Machine Learning with...	14	Experimental	—	Jupyter Notebook
69	Jayanthivarri/Customer_Churn_Analytics_Dashboard_ML Capstone Project	14	Experimental	—	Jupyter Notebook
70	Luisnapo13/churn-monitor Visualize real-time Git branch changes with a local web app showing churn,...	14	Experimental	—	HTML
71	anozk/Ecommerce_Churn_Prediction_Part2_MLOps_AWS_Deployment Ecommerce Churn Prediction MLOps Deployment. Part 2 of 2 — see Part 1 for...	14	Experimental	—	Python
72	Gyanbardhan/mastersoft This repository contains an end-to-end machine learning project for...	11	Experimental	3	Jupyter Notebook