Student Dropout Prediction ML Frameworks

Machine learning projects specifically focused on predicting student dropout risk using classification models on educational datasets. Does NOT include general student performance prediction, retention strategies without ML predictions, or other education-related ML applications like course recommendation or academic success prediction.

There are 15 student dropout prediction frameworks tracked. The highest-rated is Priyanshu7439/student-burnout-academic-risk-ml at 28/100 with 2 stars.

Get all 15 projects as JSON

curl "https://pt-edge.onrender.com/api/v1/datasets/quality?domain=ml-frameworks&subcategory=student-dropout-prediction&limit=20"

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#	Framework	Score	Tier	Stars	Language
1	Priyanshu7439/student-burnout-academic-risk-ml Machine Learning system to predict student burnout levels and academic...	28	Experimental	2	Jupyter Notebook
2	Aliipou/Student-Retention-Prediction Production-ready ML system for student dropout risk prediction — 137 tests,...	23	Experimental	1	Python
3	alessandroryo/student-dropout-prediction A machine learning project to predict student dropout risks based on...	22	Experimental	7	Jupyter Notebook
4	AnthonyByansi/Predictive-Analysis-of-Online-Learning-Outcomes A machine learning model that can predict the likelihood of success for...	21	Experimental	11	—
5	Damiieibikun/Student-s-Dropout-Prediction-using-Supervised-Machine-Learning-Classifiers A simple Data science project on Predicting Student's dropout using Machine...	15	Experimental	20	Jupyter Notebook
6	kRamu81/dropout_project Student Dropout Risk Analysis using Machine Learning. Predicts students at...	14	Experimental	—	HTML
7	akimratiarison-rgb/ia-prediction-admission-eleve-TP_ML Ce projet de Régression Logistique en Machine Learning permet de prédire...	14	Experimental	—	Jupyter Notebook
8	smritiray2-sr/data-analytics-projects Machine learning project to predict at-risk students using classification models	14	Experimental	—	Jupyter Notebook
9	JohnnySolo/Data-Analysis-Project---Dropout-Students Applied causal machine learning and statistical analysis within a DAG-based...	14	Experimental	—	Jupyter Notebook
10	Chracker24/JEE_Dropout_ML_Project 🎓 Predicts JEE dropout risk using machine learning and provides GPT-powered,...	14	Experimental	4	Jupyter Notebook
11	rachel-raakhi/student-dropout-prediction Machine learning pipeline to predict student dropout risk using Random...	14	Experimental	—	Jupyter Notebook
12	LordBeeko/capstone-seniority-sorter Predicting job seniority from skills using data analysis and logistic regression	14	Experimental	—	Jupyter Notebook
13	hamzaezzine/Predict-students-dropout-and-academic-success-using-machine-learning-algorithms Predict Students Dropout and Academic Success Using Machine Learning Algorithms	12	Experimental	12	Jupyter Notebook
14	hfzdzakii/Dicoding-SolvingEducationIntsituteProblem This repo is a master submission for my Dicoding Final Project. Predict...	11	Experimental	—	Jupyter Notebook
15	27Naman2004/Student_DropOut_Prediction_Sys This repo Belongs to the Prediction that Student will Drop Out or not based...	10	Experimental	3	Jupyter Notebook