Credit Risk Modeling ML Frameworks

End-to-end machine learning systems for predicting loan defaults, credit risk scoring, and borrower assessment using classification models, feature engineering, and interactive dashboards. Does NOT include general financial forecasting, insurance pricing, or socioeconomic prediction unrelated to lending decisions.

There are 228 credit risk modeling frameworks tracked. 1 score above 50 (established tier). The highest-rated is xRiskLab/xBooster at 57/100 with 54 stars and 751 monthly downloads.

Get all 228 projects as JSON

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

Open to everyone — 100 requests/day, no key needed. Get a free key for 1,000/day.

#	Framework	Score	Tier	Stars	Language
1	xRiskLab/xBooster Explainable Boosted Scoring with Python: turning XGBoost, LightGBM, and...	57	Established	54	Python
2	ing-bank/skorecard scikit-learn compatible tools for building credit risk acceptance models	48	Emerging	110	Python
3	minerva-ml/open-solution-home-credit Open solution to the Home Credit Default Risk challenge :house_with_garden:	44	Emerging	460	Python
4	semasuka/Credit-card-approval-prediction-classification Credit risk analysis for credit card applicants	43	Emerging	301	Jupyter Notebook
5	deburky/credit-risk-modeling-on-aws Credit Risk Modeling on AWS project	42	Emerging	18	Python
6	ParthS007/Loan-Approval-Prediction Loan Application Data Analysis	41	Emerging	102	Jupyter Notebook
7	Algoritmica-ai/deeploans Deeploans is an open-source framework for processing European loan-level...	39	Emerging	10	Python
8	UtkarshDubeyGIT/Fuzzy-Monotonic-LightGBM-for-Explainable-Credit-Default-Prediction Hybrid fuzzy-monotonic LightGBM framework for transparent,...	38	Emerging	5	Jupyter Notebook
9	levist7/Credit_Risk_Modelling Credit Risk Modelling \| Calculation of PD, LGD, EDA and EL with Machine...	37	Emerging	67	Jupyter Notebook
10	naenumtou/ifrs9 The full scope of IFRS 9 Impairment models including PD, LGD and EAD are...	37	Emerging	109	Jupyter Notebook
11	hengshu-credit/hscredit hscredit是为金融风控策略和模型人员提供的工具包，包含从数据探索、特征工程、分箱、编码、筛选到建模和报告生成的全流程解决方案。鉴真伪，斟信用，衡风险...	36	Emerging	2	Python
12	jalajthanaki/credit-risk-modelling Credit Risk analysis by using Python and ML	35	Emerging	176	Jupyter Notebook
13	shankarrrrr/Pre-Delinquency-Engine 🎯 AI-powered behavioral analytics that predicts customer defaults 30 days in...	34	Emerging	4	Python
14	aliabdallah7/loan_prediction_ApplAi Predict if your loan will be accepted or not. This happens by using a...	34	Emerging	11	Jupyter Notebook
15	Amatofrancesco99/credit-risk-analysis The aim is to understand which are the key factors for a certain level of...	33	Emerging	33	Jupyter Notebook
16	devmedeiros/credit-score-classification-app A streamlit app on credit score classification	33	Emerging	15	Jupyter Notebook
17	semasuka/Loan-amount-prediction-regression Predicting how much loan will be approved	32	Emerging	18	Jupyter Notebook
18	vishnukanduri/Credit-Risk-Modeling-in-Python Modeled the credit risk associated with consumer loans. Performed...	31	Emerging	98	Jupyter Notebook
19	MSUSAzureAccelerators/Risk-Classification-and-Loan-Modeling-Accelerator Predictive analytics and machine learning is used in the Risk Classification...	29	Experimental	7	Jupyter Notebook
20	shashi-hue/loan-default-risk-system Complete credit risk modeling system: Lending Club default prediction with...	29	Experimental	3	Jupyter Notebook
21	fintech-quagga-group/american-express-default-prediction Machine learning solutions for the American Express credit default...	28	Experimental	16	Jupyter Notebook
22	Prem07a/Credit-Score-Classification This is ML project which is based on Classification of Credit Score	28	Experimental	12	Jupyter Notebook
23	JoshPola96/company-bankruptcy-prediction-mlops Enterprise-grade MLOps pipeline for predicting company bankruptcy. Automates...	28	Experimental	3	Jupyter Notebook
24	shawn-y-sun/Credit_Risk_Model_LoanDefaults Credit Risk Modeling to Compute Expected Loss of Loans (logistic regression,...	28	Experimental	32	Jupyter Notebook
25	ShivamBharti-29/CreditWise-Loan-Approval-System An end-to-end Machine Learning web application that predicts loan approval...	27	Experimental	1	Jupyter Notebook
26	AhsanAkhlaq/CreditScoringModel A machine learning web application that predicts the likelihood of credit...	26	Experimental	3	Jupyter Notebook
27	mdzaheerjk/2-Stage-Loan-Approval-Valuation-System An end-to-end ML app simulating loan evaluation using a two-stage model:...	26	Experimental	7	—
28	udityamerit/Credit-Card-Approval-Prediction This project is a machine learning-based web application that predicts the...	26	Experimental	3	Jupyter Notebook
29	80396-B2/Credit_Score_Prediction Given a person’s credit-related information, I am building a Machine/Deep...	25	Experimental	4	Jupyter Notebook
30	mozohack/creDapp.ai Decentralized AI-powered Banking-CRA solution	25	Experimental	5	CSS
31	MatteoM95/Default-of-Credit-Card-Clients-Dataset-Analisys Analysis and classification using machine learning algorithms on the UCI...	25	Experimental	30	HTML
32	Mindful-AI-Assistants/credit-card-prediction 💳 This repository focuses on building a predictive model to assess the...	25	Experimental	2	Jupyter Notebook
33	maixbach/credit-risk-analysis-using-ML Credit Risk Analysis using Machine Learning models	24	Experimental	18	Jupyter Notebook
34	isacbrs/AI-Credit-Score-Classifier IA desenvolvida em Python para classificação de score de crédito com 82% de...	24	Experimental	2	Python
35	AIprototype/LogisticRegression-CreditApproval-Python Create a machine learning model using logistic regression that can predict...	24	Experimental	3	Python
36	AmirhosseinHonardoust/Underwriting-Decision-Safety-Lab A decision-safety lab for loan approval: trains a baseline classifier,...	24	Experimental	11	Python
37	Abhi0323/Machine-Learning-Based-Loan-Default-Early-Warning-System Developed an end-to-end ML system on Azure to predict loan defaults,...	24	Experimental	22	Jupyter Notebook
38	thabresh-s/Credit-Risk-Analysis Credit Risk Analysis with Machine Learning	24	Experimental	24	Jupyter Notebook
39	smb-h/corporate-bankruptcy-prediction Corporate Bankruptcy Prediction	24	Experimental	1	Jupyter Notebook
40	oggtgt/AI-Powered-Loan-Eligibility-Risk-Scoring-System 🤖 Build an AI-driven loan eligibility and risk scoring system to facilitate...	24	Experimental	—	Jupyter Notebook
41	Davisy/Financial-Inclusion-in-Africa-App A Data science app to predict who in Africa is most likely to have a bank account?	23	Experimental	11	Jupyter Notebook
42	abailey81/Credit-Classification SVM-based loan default prediction — StandardScaler pipeline, 614 loan...	23	Experimental	1	Jupyter Notebook
43	JonellJohn/easyvisa-approval-prediction 🎯 Predict visa approval outcomes using machine learning, enhancing...	23	Experimental	1	HTML
44	Nkaduadjei/Loan-Default-Prediction-System 📊 Predict loan defaults reliably using a hybrid ensemble of machine learning...	23	Experimental	1	Python
45	LipunKumarDalai/Loan-Approval-Domain In depth Pipeline implementation.	23	Experimental	1	Jupyter Notebook
46	smdlabtech/cy_clients_creditworthiness_fastapi_nextjs 📖WebApp - Prévision de la solvabilité des clients d'une banque 🤝Shared📚Learning	23	Experimental	1	Jupyter Notebook
47	federico1809/credit-risk-modeling End-to-end ML system for loan default prediction with interpretable models...	23	Experimental	1	Jupyter Notebook
48	Rupeshbhardwaj002/SuperLender-Smarter-Loans-with-Data-Driven-Decisions SuperLender is a machine learning-powered solution designed to help...	23	Experimental	1	Jupyter Notebook
49	AnthonyKorie/loan-approval-prediction Launch machine learning models into production using flask	23	Experimental	6	Jupyter Notebook
50	AnthonyKorie/Financial-Risk-Management-using-ML Financial institutions need to continually weigh the risks of their...	23	Experimental	6	Jupyter Notebook
51	analyst-ted/loan-default-risk-engine Deep Learning pipeline to predict loan default risk and expected loss on...	22	Experimental	—	Jupyter Notebook
52	rdrohit6/loan-default-prediction-ml Machine learning project to predict loan default risk using data analysis,...	22	Experimental	—	Jupyter Notebook
53	Adedev-W/CLVS_ML_Credit_Scoring CLVS-ML: Analisis Komparatif Algoritma Machine Learning untuk Sistem...	22	Experimental	—	Jupyter Notebook
54	mandeepsharma14/nexavault-loan-approval AI-powered loan approval system with 99.77% ROC-AUC — Flask REST API,...	22	Experimental	—	Jupyter Notebook
55	nabigwaku/credit-risk-engine A Credit Risk Decision Engine that uses Machine Learning (Random Forest) to...	22	Experimental	—	Python
56	SWARNIM-TIWARI/creditwise-ml End-to-end credit risk ML pipeline with CatBoost, SHAP & LIME...	22	Experimental	—	Python
57	ShahinHasanov90/risk-model-validator R model validation framework for trade risk scoring. Backtesting,...	22	Experimental	—	R
58	stkisengese/interpretable-credit-scoring Credit risk prediction project using the Home Credit dataset. Demonstrates...	22	Experimental	—	Jupyter Notebook
59	grknc/Banking-Risk-Assessment-ML A comprehensive machine learning solution for assessing credit risk in the...	22	Experimental	7	Jupyter Notebook
60	lbaffa/predicao-de-inadimplencia-com-grafos Modelo de predição de inadimplência com Machine Learning e Teoria dos...	22	Experimental	—	Jupyter Notebook
61	DanciVasile/loan_default_prediction End-to-end loan default prediction system trained on 1.3M LendingClub loans,...	22	Experimental	—	Python
62	Pryncekiddd254/financial-inclusion-africa-ml-zindi Analyze financial data to improve inclusion in Africa using machine learning...	22	Experimental	—	Python
63	areychana/defi-credit-scoring Credit scoring system for Aave V2 wallets using on-chain transaction...	22	Experimental	—	Python
64	Sanu700/Stress-Testing-Loss-Forecasting-Engine Monte Carlo simulation framework for credit loss forecasting —...	22	Experimental	—	Python
65	Dipesh-Lc/risk-scoring-system Explainable credit risk scoring system with model calibration, monitoring,...	22	Experimental	—	Jupyter Notebook
66	XKionx/Loan_Eligibility_Prediction 📊 Predict loan eligibility using advanced ML techniques, combining multiple...	22	Experimental	—	Python
67	jeremias32-max123/credit-risk-assessment 📊 Predict credit risk using machine learning to assess loan defaults and...	22	Experimental	—	Jupyter Notebook
68	Kisai-DG-SLU/credit-scoring-app 🏦 Credit Scoring App (MLOps) : Prédiction de défaut de paiement, API...	22	Experimental	—	HTML
69	Aswatha02/Risk-Assessment-of-Crowdfunding-Campaign Crowdfunding campaign risk classifier using custom Decision Trees, Random...	22	Experimental	—	Python
70	samzshi0529/A-Machine-Learning-Approach-for-US-Mortgage-Risk-Analysis Code base for the independent study of "A Machine Learning Approach for US...	22	Experimental	7	Jupyter Notebook
71	Dev-Toledo/AI-Credit-Score-Predictor Machine Learning model built with Python and Scikit-Learn to automatically...	22	Experimental	—	Jupyter Notebook
72	vishwas182002/xai-credit-lens Explainable AI Framework for Fair Credit Decisioning \| SHAP + LIME +...	22	Experimental	—	Python
73	Bhagyesh-CodeForge/finclusion-ai AI-powered financial stability predictor for informal workers in South Asia...	22	Experimental	—	Python
74	polinashishova/credit-score Default and Credit score Prediction	22	Experimental	—	Jupyter Notebook
75	munjakadam07/creditwise-loan-approval-ml Machine Learning project that predicts loan approval using Logistic Regression.	22	Experimental	—	Jupyter Notebook
76	greyscalemedia/Smart-Loan-Risk-Predictor 🏦 Assess credit risk and predict loan defaults with this machine learning...	22	Experimental	—	Jupyter Notebook
77	Swordship/Credit-Approval-System 💳 ML-powered credit approval system — predicts loan eligibility using...	22	Experimental	—	Python
78	JRG1985/Underwriting-Decision-Safety-Lab Enable reliable loan decisions by calibrating model scores into defendable...	22	Experimental	—	Python
79	PhcPh4m/Bank-Loan-Default-Prediction Scalable Big Data pipeline for bank loan default prediction. Leverages...	22	Experimental	—	Jupyter Notebook
80	DrUkachi/loan-default An end-to-end machine learning project that predicts whether a loan...	22	Experimental	—	Jupyter Notebook
81	hardefarogonondo/IBRD-credit-scorecard-predictive-engine Innovative solution for credit scoring leveraging machine learning to...	21	Experimental	8	Jupyter Notebook
82	FranusCode/credit-risk-scoring-sas Klasyfikacja ryzyka kredytowego klientów banku. Projekt obejmuje inżynierię...	21	Experimental	2	SAS
83	chetandudhane/finance-analytics-credit-risk-default The project involved developing a credit risk default model on Indian...	20	Experimental	10	Jupyter Notebook
84	datamugger/Loan-Eligibility-Prediction-Data-Science-Project First Machine Learning Portfolio Project with different version	20	Experimental	7	Jupyter Notebook
85	Jaydeep9596/Loan-Status-Prediction In this Notebook , We are going to solve the Loan Approval Prediction.This...	20	Experimental	8	Jupyter Notebook
86	muhammadowaismushtaq/atm-cash-predictor Machine Learning Techniques	19	Experimental	6	Jupyter Notebook
87	Happy295-hue/loan-default-risk-prediction Predicting loan default risk using MongoDB, Machine Learning, NLP and Streamlit	19	Experimental	—	Jupyter Notebook
88	PanchalAnubhav/USvisa_approval_systmm An End to End Machine Learning system predicting US Visa approvals with...	19	Experimental	—	Jupyter Notebook
89	ravindran-dev/CreditDecision-DT This project demonstrates a machine learning approach to predict loan...	18	Experimental	3	Jupyter Notebook
90	allanphil/Credit-Score-Classification In this project, I used a dataset containing financial information and...	18	Experimental	7	Jupyter Notebook
91	thaitri2005/Credit-Scorecard-for-Default-Prediction A credit risk scorecard webapp that lets finance teams and analysts run...	18	Experimental	3	Jupyter Notebook
92	gurveersingh25/smart-loan-crm AI-powered Loan & CRM system with ML predictions, AI Loan Assistant, Flagged...	18	Experimental	3	HTML
93	wannabes48/intellidebt A Smart Loan Recovery System-- An end-to-end ML system that predicts loan...	17	Experimental	3	HTML
94	Dhathrinarne/Loan-Approval-Prediction Built a Logistic Regression model in R to predict housing loan approvals...	17	Experimental	3	—
95	ParasJain03/Credit-Risk-Scorecard Bank-style Credit Risk Scorecard using Logistic Regression, IFRS-9 Expected...	17	Experimental	3	Jupyter Notebook
96	Dhathrinarne/Decision-tree This project builds a Decision Tree model to predict loan approval using...	16	Experimental	2	—
97	amarjeetsingh7799/Lending-Borrower-Advisor- AI-Powered P2P Lending Advisor is a Java Swing desktop app using Weka for...	16	Experimental	1	Java
98	sirawitjariya-png/credit-score A machine learning credit scoring	16	Experimental	—	Jupyter Notebook
99	slahiri/LendingClubCaseStudy upGrad's AI and ML Learning - Lending Club Case Study	16	Experimental	2	Jupyter Notebook
100	Vaibhav1o1/LoanSense Intelligent Loan Approval Predictor \| Decision Tree \| 92% Accuracy \| 84.37%...	15	Experimental	1	Jupyter Notebook
101	spoorthikunch/credit-risk-predictor Binary classification model for loan default prediction — Logistic...	15	Experimental	1	Jupyter Notebook
102	joel710/ML_UE Étude comparative de Machine Learning pour la prédiction du risque de défaut...	15	Experimental	1	Jupyter Notebook
103	Abdullah321Umar/DevelopersHub-DataScience-Analytics_Internship-TASK2 🔴 Credit Risk Prediction 🔴 A machine-learning–based analysis designed to...	15	Experimental	1	Jupyter Notebook
104	charlesakinnurun/loan-approval AI agent capable of answering questions about a loan approval	15	Experimental	—	Jupyter Notebook
105	all-in-one67890/credit-recommendation-engine 💳 Generate personalized credit product recommendations using machine...	15	Experimental	1	—
106	Vibilan-S/Credit-Scoring-and-Segmentation Machine learning project for credit scoring and customer segmentation using...	15	Experimental	—	Jupyter Notebook
107	wiIliu/project_AI_LoanDefaultPrediction School project that cleans and preprocesses public vehicle loan dataset to...	15	Experimental	1	Jupyter Notebook
108	yusufyzzc/Credit-Risk-Scoring Dockerized ML App deployed on Render	15	Experimental	1	HTML
109	advitrocks9/incident-predictor Binary classifier for metric incidents from time-series data. Compares...	15	Experimental	1	Python
110	muhammadjunaid-ai/credit-scoring-ml The Credit Scoring ML App is a machine learning project designed to...	15	Experimental	1	Python
111	Maulanaaz/score-card-model-home-credit-indonesia End-to-end Credit Risk Scoring model using XGBoost to predict customer...	15	Experimental	—	Jupyter Notebook
112	JayLohokare/social-lending-platform Social lending platform built over the Kym credit score system.	15	Experimental	2	Java
113	mouseml/credit_scoring Сервис скоринга из видео на канале мыш	15	Experimental	8	Python
114	Owadd/Credit-Risk-Assessment This project aims to predict credit risk for individuals applying for loans,...	15	Experimental	2	Python
115	gitadi2/credit-risk-final End-to-end credit risk scoring pipeline deployed on Azure — ML models...	15	Experimental	1	Python
116	sts-ryan-holton/loan-risk-score :moneybag: Using Machine Learning and Brain JS, discover your loan...	14	Experimental	9	JavaScript
117	paramramit305-a11y/credit-risk-streamlit-app 💳 End-to-end ML web app for loan approval prediction \| Logistic Regression \|...	14	Experimental	4	Jupyter Notebook
118	shubhamSuryawanshi221/AI-Powered-Loan-Approval-Classifier This project uses machine learning to predict whether a loan application...	14	Experimental	3	Jupyter Notebook
119	PritamAich/Loan-Repayment-Prediction-Project Basic Artificial Neural Network project to predict if a customer will pay...	14	Experimental	1	Jupyter Notebook
120	Genome06/home-credit-risk-analysis Predictive analytics platform for Home Credit Default Risk. Leveraging...	14	Experimental	—	Jupyter Notebook
121	Maruka13/CreditScore Machine Learning model for automated credit score classification, enabling...	14	Experimental	—	Jupyter Notebook
122	UchiaObito004/Loan_Default_Predictor End-to-end ML pipeline for loan default prediction with Optuna tuning,...	14	Experimental	—	Jupyter Notebook
123	Preety09-cmd/credit-ai-governance-eu-ai-act Explainable AI governance for credit risk using SHAP, LIME, and EU AI Act principles	14	Experimental	—	HTML
124	boddupallykoushik/loan-approval-explainable-ml End-to-end ML project with model training, deployment, and explainable...	14	Experimental	—	Python
125	AayushJain2002/ai-credit-risk-evaluator This project is a full-stack application that combines deterministic credit...	14	Experimental	—	Java
126	marinacarmona09/analise-risco-credito Projeto de machine learning para análise de risco de crédito, classificando...	14	Experimental	—	Jupyter Notebook
127	brentmutetwa/credit-risk-classifier A machine learning model that predicts credit risk for loan applicants using...	14	Experimental	—	Jupyter Notebook
128	AkshatKumar10/Credit-Risk-Analysis A machine learning project that predicts the probability of loan default...	14	Experimental	—	Jupyter Notebook
129	bhardadharmishtha2005/PhonePe-Pulse-Analysis An end-to-end FinTech project developed during my AI/ML Internship @...	14	Experimental	—	Jupyter Notebook
130	Qyraturrahmani/Credit-Scroring-ML-Process End-to-end credit scoring machine learning project including EDA,...	14	Experimental	—	Jupyter Notebook
131	DSCO1/loan-approval-prediction Machine Learning project to predict customer loan subscription using...	14	Experimental	—	Jupyter Notebook
132	kshitijbhandari/Credit-Risk-Modeling-in-Consumer-Banking Implements the Basel III credit risk framework (PD, LGD, EAD) using Logistic...	14	Experimental	—	Jupyter Notebook
133	omsingh-19/CreditGuard End-to-end credit risk scoring API built with FastAPI, XGBoost, and Docker	14	Experimental	—	Jupyter Notebook
134	Shradd7/Loan-Fraud-Detection ML system to predict loan defaults using XGBoost & LightGBM with SHAP...	14	Experimental	—	Jupyter Notebook
135	jigoca/loan_approval_prediction Predicción de Aprobación de Préstamos con Machine Learning — Clasificación...	14	Experimental	—	Jupyter Notebook
136	DarthAether/credit-risk-xai-project Credit risk prediction with Random Forest and SHAP explainability analysis	14	Experimental	—	Jupyter Notebook
137	CocoTaxi2001/Loan-Default-Predictor A model trying to predict loan defaulters using the ‘Kaggle Loan Default...	14	Experimental	—	Jupyter Notebook
138	mmachelane/South-Africa-risk-model Explainable credit risk model for South Africa's informal economy — LR +...	14	Experimental	—	Jupyter Notebook
139	Tresssco/Supervised-Learning-Credit-Prediction Supervised learning project applying multiple classification algorithms...	14	Experimental	—	Jupyter Notebook
140	shitallokhande/loan-default-prediction-dl Deep learning project for loan default prediction using financial data....	14	Experimental	—	Jupyter Notebook
141	gabriellenkt-data/credit-risk-analysis Machine learning project for credit default risk prediction using Python and...	14	Experimental	—	Jupyter Notebook
142	niharnandala/credit_loan_risk_app End-to-end credit risk prediction system built using Lending Club data with...	14	Experimental	—	Jupyter Notebook
143	arofberua/credit-risk-prediction-system Machine learning-based credit risk prediction system using Logistic...	14	Experimental	—	Jupyter Notebook
144	Omoshow10/us-financial-loan-monitoring Loan portfolio risk dashboard - SQL, Power BI, Python ML. Delinquency...	14	Experimental	—	Python
145	bogomanjali/test_loan__approval.ipynb A machine learning project exploring how financial data can be used to...	14	Experimental	—	Jupyter Notebook
146	kozah04/loan-default-risk Binary classification pipeline to predict loan default risk for a Nigerian...	14	Experimental	—	Jupyter Notebook
147	akmanis/credit-risk-model Machine learning system that predicts loan default risk using the German...	14	Experimental	—	Python
148	Adrian0117/finsight-forecasting End-to-end ML forecasting system on 1.34M Lending Club records — loan...	14	Experimental	—	Jupyter Notebook
149	mandfr19/data.org-Financial-Health-Prediction-Zindi Solution for the Zindi Financial Health Index Prediction Challenge —...	14	Experimental	—	Jupyter Notebook
150	RTYoungData/Credit-risk-modeling-LendingClub Logistic regression model estimating borrower probability of default using...	14	Experimental	—	Jupyter Notebook
151	stephenkinuthia-cell/Zindi-Financial-Inclusion-in-Africa A machine learning project for predicting bank account ownership using...	14	Experimental	—	HTML
152	WorksOfSid/FinTech-Risk-Analytics End-to-end Loan Risk Analytics and Prediction System using Python, SQL,...	14	Experimental	—	Jupyter Notebook
153	zrldnl/credit-risk-prediction-xgboost 🚀 Predict credit risk effectively using XGBoost, a top-performing model,...	14	Experimental	—	Jupyter Notebook
154	justinahamed/visa-approval-ml-model Ensemble machine learning model for visa approval prediction and feature analysis	14	Experimental	—	Jupyter Notebook
155	Amanyadav-07/mortgage-default-risk-dashboard 🏦 Real-time mortgage default risk scoring dashboard built with Streamlit &...	14	Experimental	—	Jupyter Notebook
156	Jayanthivarri/Loan_Prediction_App Capstone Project - End-to-End ML Application for Loan Prediction using...	14	Experimental	—	Jupyter Notebook
157	DaRealAlpha8436/Credit_Risk_fintech Develop interpretable credit risk models using lending data to improve...	14	Experimental	—	Jupyter Notebook
158	cotycolson-sudo/twin2k-business-intelligence TBANLT 485 Final Project — Predicting Financial Risk Tolerance from Digital...	14	Experimental	—	Python
159	Aluka-Analysis/credit-risk-ml-system Production-grade credit risk ML system — Gradient Boosting, SHAP...	14	Experimental	—	HTML
160	Awesome06/Equis Democratizing credit access through open banking and AI. The David Protocol...	14	Experimental	—	Python
161	Harsha-Boddu-2025/bankruptcy-risk-prediction-ml Built a LightGBM bankruptcy prediction model using advanced feature...	14	Experimental	3	Jupyter Notebook
162	U-ROHITH/Loan-prediction.Ai LoanPredict.AI is a full-stack machine learning application that predicts...	14	Experimental	—	CSS
163	Anushka-Gupte/altcred-ai Alternative Credit Scoring System	14	Experimental	—	Jupyter Notebook
164	SK7Cosmo/LoanScope-ML Loan approval prediction using exploratory data analysis (univariate &...	14	Experimental	—	Python
165	mikimetov-mba/creditstatus Loan default risk prediction app combining Logistic Regression with NLP...	14	Experimental	—	Python
166	oliviawait021/docker-mastery Containerized 5-service pipeline that cleans loan CSVs, loads them into...	14	Experimental	—	Python
167	sweety-mahale/-Loan-Sanction-Prediction-System The Loan Sanction Prediction System is a production-grade, end-to-end...	14	Experimental	—	Jupyter Notebook
168	Yuvan26-dotcom/AltcredAi-biometrix-26 AI-powered alternative credit scoring for the 190M Indians with no CIBIL...	14	Experimental	—	JavaScript
169	Srikarsaitej/loan-approval-prediction Machine Learning project that predicts bank loan approval using applicant...	14	Experimental	—	Jupyter Notebook
170	SK7Cosmo/Loan-Approval-Prediction Predicting loan approvals using ML models, enhanced with data analysis,...	14	Experimental	—	Python
171	Volar-underclassman646/credit-risk-final Build and deploy a credit risk scoring API using Lending Club data with...	14	Experimental	—	—
172	kabirpatil12676/Loan_IQ_Bot AI chatbot that evaluates loan approval probability via a 10-step NLP...	14	Experimental	—	HTML
173	HusnainQasid/credit-risk-predictor An ML-based credit risk prediction system that evaluates a person's...	14	Experimental	—	Python
174	Sanu700/AI-Credit-Risk-Intelligence ML pipeline for credit risk assessment — predicting probability of default...	14	Experimental	—	Python
175	MarieLvsq/azure-credit-risk-ml End-to-end Azure Machine Learning project for credit risk prediction with...	14	Experimental	—	Python
176	HASSANRAZA111/intelligent-Credit-Risk-Scoring-System Enterprise ML pipeline for loan default prediction · LightGBM + XGBoost +...	14	Experimental	—	Jupyter Notebook
177	nikhil-188/BankruptcyPrediction Our project aims to utilize machine learning techniques for bankruptcy...	14	Experimental	7	Jupyter Notebook
178	Kyungseop0206/early-default-detection This project builds an early stage credit default detection model using only...	14	Experimental	—	Jupyter Notebook
179	Corensir/Business-Failure-Prediction-Analysis 🏦 Analyze patterns and predict business failures in the U.S. using FDIC and...	14	Experimental	—	Java
180	mcortes3cc/Loan_Default_Predictor A machine learning pipeline and interactive dashboard designed to assess and...	14	Experimental	—	Jupyter Notebook
181	AlexHaro25/Machine-learning-analysis-of-Enigh-database Machine learning classification model to predict socioeconomic stratum of...	14	Experimental	—	Jupyter Notebook
182	t1zer1/Credit-Risk---Lending-Club 🔍 Predict loan default risk using advanced machine learning models,...	14	Experimental	—	Jupyter Notebook
183	HMR1962/Credit-Classification 📊 Predict loan defaults with a clear, reproducible credit-risk model using...	14	Experimental	—	Jupyter Notebook
184	AliNuriev/uni-regression-credit-scoring Credit score linear regression model	14	Experimental	—	Jupyter Notebook
185	Sreevarshan-fin/Bad_Debt_Prediction Bad Debt Prediction is an end-to-end credit risk model that identifies...	14	Experimental	—	Jupyter Notebook
186	cgarryZA/ASML Binary classification of personal loan acceptance using 8 ML models (RF,...	14	Experimental	—	TeX
187	dvhoangmai21-lab/Loan-Approval-Project Sử dụng Machine Learning xác định các yếu tố then chốt ảnh hưởng đến quyết...	14	Experimental	—	Jupyter Notebook
188	Vinaya-2003/German-Credit-Risk-Analysis Credit risk classification using Random Forest, SVM, Logistic Regression and...	14	Experimental	—	Jupyter Notebook
189	William-Fernandes252/loan-default-prediction Comparing strategies for dealing with data imbalance in credit risk assessment	14	Experimental	—	Python
190	Himanshu-Laddhad/bankruptcy-prediction-ensemble Bankruptcy prediction using gradient boosting ensemble (LightGBM, XGBoost,...	14	Experimental	—	Jupyter Notebook
191	mvnbernardes-source/analise-risco-credito Projeto de Machine Learning para previsão de inadimplência de clientes de...	14	Experimental	—	Jupyter Notebook
192	Hords01/credit-default-api XGBoost-based credit default prediction API — FastAPI + Docker + Render	14	Experimental	—	Python
193	mohipal92/Credit_card_risk_project End-to-end ML pipeline to predict loan default probability using Gradient...	14	Experimental	—	Python
194	Revu-15/Credit-Scoring-Project-using-Machine-Learning A credit scoring project using machine learning predicts an individual's...	14	Experimental	3	Jupyter Notebook
195	OSEOJ/LendingClub-Credit-Default-Prediction Predicting P2P loan defaults using only pre-loan information	14	Experimental	—	Python
196	Jats15/CreditWise-Loan-Approval-System 💳 Streamline loan approvals with CreditWise, an ML-powered system that...	14	Experimental	—	Jupyter Notebook
197	abubakar-mughal97/loan-eligibility-classification Built a supervised ML pipeline using logistic regression, KNN and Naive...	13	Experimental	2	Jupyter Notebook
198	Zayitus/Credit-Risk-Prediction Credit default prediction using XGBoost (AUC-ROC 0.95) with SHAP...	13	Experimental	2	Jupyter Notebook
199	pratikbh0sa1e/HM075_LoremIpsum AI-powered financial platform for credit health management and loan...	13	Experimental	—	JavaScript
200	phuongvu0206/Loan-Acceptance-Prediction Predicts loan approval using machine learning. Includes data cleaning,...	13	Experimental	2	Jupyter Notebook
201	curiosity30/2021-iFLYTEK-LoanPredction-Top4-Solution datawhale&科大讯飞举办的学习挑战赛————“车辆贷款违约预测挑战赛” Rank4 方案	13	Experimental	5	Jupyter Notebook
202	BhattAyush17/Loan-Dash-X Lightning-fast, loan approval predictor. Enter your info, dash through the...	13	Experimental	2	—
203	muabdalaleam/loan-prediction What's up This project was mainly training my self on training ML models 🤖...	12	Experimental	4	HTML
204	hvp007/Credit-Risk-ML-SHAP- A transparent credit risk prediction system using XGBoost and CatBoost,...	12	Experimental	1	Jupyter Notebook
205	rohitb281/keras-api-project Project to build a model that can predict whether or not a borrower will pay...	12	Experimental	1	Jupyter Notebook
206	billy-enrizky/Loan-Prediction-Status Explore an ML model with Logistic Regression, SVM, Gradient Boosting, Random...	12	Experimental	3	HTML
207	montraydavis/MLFinancialRiskPrediction Pure C# machine learning demonstration for financial risk prediction,...	11	Experimental	—	C#
208	mohamedabdelaziz6174/Loan-Approval-CLF-EDA-SMOTE-LogReg-vs-RF An end-to-end Machine Learning pipeline predicting loan approvals using EDA,...	11	Experimental	—	—
209	vijaisuria/Bank-Loan-Approval-Prediction A simple deep neural network model to predict the approval of personal loan...	11	Experimental	2	Jupyter Notebook
210	SHAILY24/credit-risk-system AI-powered credit risk assessment platform with machine learning model integration	11	Experimental	—	TypeScript
211	MatheusChristmann/Credit-Risk-Classifier Categorizador de risco de crédito utilizando uma rede neural	11	Experimental	—	JavaScript
212	saiswaroop263/credit-risk-portfolio-monitor Full-stack credit risk platform with automated ingestion, validation, ML...	11	Experimental	—	JavaScript
213	Gautamkr-10/Loan-Eligibility-Prediction Built an end-to-end ML application to predict loan approval using Random...	11	Experimental	—	JavaScript
214	rahel-yab/Credit-Risk-Model An end-to-end credit risk modeling pipeline using alternative behavioral...	11	Experimental	—	Jupyter Notebook
215	karthik-1604/Credit-Risk-Analytics End-to-end Basel II compliant credit risk modeling system with PD/LGD/EAD...	11	Experimental	—	Jupyter Notebook
216	Sirat1014/FinAI-Credit-Risk An AI-powered Credit Risk Assessment Ecosystem. Features a Random Forest...	11	Experimental	—	HTML
217	Prashant04092003/Credit-Card-Based-Product-Recomendation Case Study On Large FInancial And Banking Institutions Operate for Product...	11	Experimental	—	Jupyter Notebook
218	gunveerkalsi/loan-approval-ml End-to-end machine learning project for loan approval prediction with...	11	Experimental	—	Jupyter Notebook
219	jyothisable/Credit-Default-Risk-Prediction-Model A deployable End-to-End machine learning model to predict loan default risk...	11	Experimental	2	HTML
220	levipoiani95/project-05-bank-analysis-AI Credit Score Prediction with Machine Learning	11	Experimental	—	Jupyter Notebook
221	Parth-Coder5/Credit_Risk_Predictor Machine Learning project to predict credit risk using Logistic Regression...	11	Experimental	—	Jupyter Notebook
222	Deezpa/PyTorch-CreditScoring-ThinFile A PyTorch-based deep learning extension to my PhD thesis on credit scoring...	11	Experimental	—	—
223	faisalimam1/cards-ai-corporate-loan-decisioning Corporate loan decisioning system using ML + LLMs with explainable risk intelligence	11	Experimental	—	—
224	AbdulRafay365/Credit-Risk-Detection-using-IBM-SPSS-Modeler This project evaluates three machine learning models for predicting credit...	11	Experimental	—	—
225	sohailharoon777/easyvisa-advanced-ml Advanced ML classification project (EasyVisa): predict visa approval...	11	Experimental	—	HTML
226	mirsaidl/the-mortgage-backed-securities-prepayment-risk the project aims to use historical data on various features related to...	11	Experimental	2	Jupyter Notebook
227	denistanjingyu/Improving-National-Financial-Well-Being-Through-Machine-Learning-and-Artificial-Intelligence Predicting financial well-being through survey data from the Consumer...	10	Experimental	1	Jupyter Notebook
228	Palak137kansal/Predicting-Loan-Default Machine learning project for predicting loan default using Logistic...	10	Experimental	3	Jupyter Notebook

Comparisons in this category

Credit-card-approval-prediction-classification and credit-score-classification-app (43 vs 33) Loan-Approval-Prediction and loan_prediction_ApplAi (41 vs 34)