Employee Attrition Analytics ML Frameworks

ML projects for predicting and analyzing employee turnover, performance, and HR metrics. Includes attrition prediction, performance classification, and workforce analytics dashboards. Does NOT include general HR management systems, payroll software, or recruitment/hiring prediction tools.

There are 49 employee attrition analytics frameworks tracked. The highest-rated is shantanu1109/IBM-HR-Analytics-Employee-Attrition-and-Performance-Prediction at 36/100 with 30 stars.

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#	Framework	Score	Tier	Stars	Language
1	shantanu1109/IBM-HR-Analytics-Employee-Attrition-and-Performance-Prediction In this project, we enlisted the numerical and categorical attributes...	36	Emerging	30	Jupyter Notebook
2	emso-exe/Analise_de_rh_-_people_analytics Projeto de people analytics, utilizando machine learning na clusterização de...	34	Emerging	9	Jupyter Notebook
3	aastha985/Employee_Attrition_Prediction CSE343, Machine Learning Course Project, IIIT Delhi, Monsoon 2021	32	Emerging	33	Jupyter Notebook
4	PawarMukesh/Employee-Performance-Analysis The Buisness case of project: Based on given features of dataset we need to...	29	Experimental	17	Jupyter Notebook
5	NeuraXenetica/comport_ai An HR predictive analytics tool for forecasting the likely range of a...	27	Experimental	2	Python
6	ShisuiMadara/Karmath Tool to predict the efficiency of employees in workspace.	25	Experimental	1	JavaScript
7	anityagan9urde/HR-Analytics-Will-someone-quit This is a Flask API, deployed on Heroku, that takes in employee info and...	23	Experimental	3	HTML
8	galafis/hr-turnover-risk-mlops End-to-end MLOps solution for employee turnover prediction with SHAP...	23	Experimental	1	Python
9	HamidrezaGholamrezaei/employee-attrition-analysis HR analytics project exploring employee attrition drivers through EDA and...	22	Experimental	—	Jupyter Notebook
10	LozanoLsa/HR_Risk_SVM_Prediction [4] Which employees are most at risk - before they walk out the door?	22	Experimental	—	Jupyter Notebook
11	oyewolejerry2016/Employee-Flight-Risk-Analysis-and-Prediction ML model predicting employee attrition with 100% accuracy	22	Experimental	—	Jupyter Notebook
12	CESI-FISA-Info-24-27/IA-groupe-02 Prédiction du taux d'attrition RH pour HumanForYou. Projet d'Analyse de...	22	Experimental	—	Jupyter Notebook
13	arthlz/Burnout-Risk-Machine-Learning MVP para previsão de risco de Burnout	21	Experimental	—	Jupyter Notebook
14	Ayushverma135/Heliverse-AI-internship-Assessment-Predicting-Employee-Attrition Predicting employee attrition entails gathering historical data on...	18	Experimental	2	Jupyter Notebook
15	RavinduLayanga/hybrid-attrition-predictor A hybrid AI pipeline for employee attrition prediction using K-Means...	17	Experimental	—	Jupyter Notebook
16	DBZ99962/Employee-Recommendation-Model A machine learning model for recommending employees based on various...	17	Experimental	—	Jupyter Notebook
17	Farhan786-Khan/Salifort-Motors-Employee-Retention-Analysis We looked at employee retention over at Salifort Motors. Did a full analysis...	17	Experimental	—	Jupyter Notebook
18	tizianogallo/classification-exploration Exploring 7 classification algorithms on the IBM HR Attrition dataset — KNN,...	15	Experimental	1	Jupyter Notebook
19	Dhanush3620/Attrition-Prediction-Explainable-AI Employee Attrition Prediction on IBM-HR Dataset from kaggle using LIME and SHAP tools	14	Experimental	—	Jupyter Notebook
20	gantipoornasai/Employee_Performance_Analytics End-to-end People Analytics project with XGBoost prediction, Power BI...	14	Experimental	—	Jupyter Notebook
21	Detral1/IBM-HR-Analytics-Streamlit 📊 Analyze IBM HR data to identify key factors in employee attrition and...	14	Experimental	—	Jupyter Notebook
22	alyssarose05/salifort_motors An analysis with a machine learning approach on Salifort Motors' HR...	14	Experimental	—	Jupyter Notebook
23	Butelka770/Analytics_Portfolio_Dual_Projects 📊 Analyze workforce data through two independent projects, uncovering...	14	Experimental	—	Jupyter Notebook
24	caioguto/people-analytics-attrition Previsão de Attrition (Turnover) utilizando XGBoost. Projeto desenvolvido na...	14	Experimental	—	Jupyter Notebook
25	yacine-yefsah/HR-Attrition-Prediction Predicting employee attrition with ML — AUC 0.774 \| Python, Scikit-Learn,...	14	Experimental	—	Jupyter Notebook
26	saibhargavi-rapolu/HR-Analytics HR Analytics project that analyzes employee data to uncover insights on...	14	Experimental	—	Python
27	anushreeayyar/Employee-Attrition-Predictor End-to-end people analytics system identifying at-risk employees with 96%...	14	Experimental	—	Python
28	cthejal/employee-attrition-hr-dashboard Predicts employee attrition risk using ML (90% ROC-AUC) with a live...	14	Experimental	—	Python
29	MOHDABDULADEL/hr-analytics-attrition-chatbot 🚀 Create insightful HR analytics with this ChatGPT-powered chatbot,...	14	Experimental	—	Python
30	Zainmalik242/RetenX 📊 Predict employee attrition with RetenX using ML models, enabling...	14	Experimental	—	Python
31	luketempleton/salifort-motors-employee-retention-analysis Employee attrition analysis using Python and machine learning	14	Experimental	—	HTML
32	lucasfp3/people-analytics-end-to-end Building a complete People Analytics ecosystem from raw data to predictive...	14	Experimental	—	TSQL
33	foxypandas/hr-ml-analysis HR ML project on employee satisfaction and attrition prediction with EDA and...	14	Experimental	—	Jupyter Notebook
34	omarDlgaber/HR-Attrition-Prediction A Machine Learning pipeline predicting employee attrition using a tuned...	14	Experimental	—	Jupyter Notebook
35	shashank-g2100/PeopleIQ-AI-Workforce-Intelligence AI powered HR analytics platform for predicting employee attrition and...	14	Experimental	—	Jupyter Notebook
36	mztatee15-stack/predictive-attrition-model-by-Tobi Production ML system predicting employee attrition · XGBoost + SHAP · 79.7%...	14	Experimental	—	Python
37	deepanshu0110/employee-attrition-prediction Predicts employee attrition risk on the IBM HR dataset using Logistic...	14	Experimental	—	Python
38	byolcu-cs/employee-salary-prediction-analysis Statistical and machine learning analysis of salary drivers using company...	14	Experimental	—	TeX
39	cloudedminds/Burnout_Analysis Analyze and predict remote work burnout using synthetic data to support...	14	Experimental	—	Jupyter Notebook
40	AbdurRazzak1999/Analytics_Portfolio_Dual_Projects 🔍 Analyze workforce data through two independent projects to uncover...	14	Experimental	—	Jupyter Notebook
41	Aketirani/employee-attrition Predictive Analytics For Employee Attrition	13	Experimental	9	Python
42	aydenfromproxima/HR_Data_Analysis A data-driven HR analytics project analyzing employee demographics,...	13	Experimental	—	Jupyter Notebook
43	SRJ00/Employee-Attrition-Project The purpose of the analysis is to find what factors share a strong...	13	Experimental	—	—
44	gabriel-fallen/attrition Learning from synthetic data and suggesting leave/stay decision. Don't...	11	Experimental	—	HTML
45	Mohit-Singh-261097/employee-absenteeism-analysis End-to-end ML project predicting employee absenteeism — regression,...	11	Experimental	—	Jupyter Notebook
46	rahulkbharti/employee-performance-prediction This project aims to predict the performance of employees in a workplace...	11	Experimental	—	Jupyter Notebook
47	MarinaMoreno/Which-employees-will-quit-their-positions-Binary-classification- This repository contains an ML project that was approached with a business...	11	Experimental	4	Jupyter Notebook
48	PritamDeb68/Employee-Attrition-Prediction In this project I did Complete EDA, and Build a ML model that can accurately...	10	Experimental	2	—
49	gracyspatel/emplox Emplox (Employee Performance Prediction) is a web application that predicts...	10	Experimental	2	HTML

Comparisons in this category

IBM-HR-Analytics-Employee-Attrition-and-Performance-Prediction and employee-attrition-analysis (36 vs 22)